Medicine & Health

424 cases, highest importance first. Mean importance 6.4. Combined citations 65,832.

Industries oncology 32 cardiology 27 medical imaging 20 drug discovery 18 digital pathology 14 dermatology 14 critical care 13 ophthalmology 9 oncology imaging 8 oncology pathology 8 infectious disease diagnostics 7 clinical trials 6

#	Paper	Year	Citations	Importance
1	Multimodal deep learning of fundus abnormalities and traditional risk factors for cardiovascular risk prediction Yeong Chan Lee, Jiho Cha, Injeong Shim, Woong‐Yang Park, Se Woong Kang...	2023	107	10
2	A Systematic Review of Machine Learning and IoT Applied to the Prediction and Monitoring of Cardiovascular Diseases Alejandra Cuevas-Chávez, Yasmín Hernández, Javier Ortiz-Hernández, Edu...	2023	55	10
3	A comparative analysis of machine learning classifiers for stroke prediction: A predictive analytics approach Nitish Biswas, Khandaker Mohammad Mohi Uddin, Sarreha Tasmin Rikta, Sa...	2022	116	10
4	Cardiovascular Disease Diagnosis from DXA Scan and Retinal Images Using Deep Learning Hamada R. H. Al-Absi, Mohammad Tariqul Islam, Mahmoud Ahmed Refaee, Mu...	2022	89	10
5	Proteomics and Machine Learning Approaches Reveal a Set of Prognostic Markers for COVID-19 Severity With Drug Repurposing Potential Kruthi Suvarna, Deeptarup Biswas, Medha Gayathri J. Pai, Arup Acharjee...	2021	76	10
6	Reliable Tuberculosis Detection Using Chest X-Ray With Deep Learning, Segmentation and Visualization Tawsifur Rahman, Amith Abdullah Khandakar, Muhammad Abdul Kadir, Khand...	2020	651	10
7	Forecasting of COVID-19 epidemic size in four high hitting nations (USA, Brazil, India and Russia) by Fb-Prophet machine learning model Gopi Battineni, Nalini Chintalapudi, Francesco Amenta	2020	57	10
8	Deep learning approaches for breast cancer detection in histopathology images: A review Lakshmi Priya C V, Vinai George Biju, Vinod B R, Sivakumar Ramachandra...	2024	44	9
9	SIMLR: Machine Learning inside the SIR Model for COVID-19 Forecasting Roberto Vega, Leonardo Albitres Flores, Russell Greiner	2022	38	9
10	Genomic Surveillance of COVID-19 Variants With Language Models and Machine Learning Sargun Nagpal, Ridam Pal, Ashima Ashima, Ananya Tyagi, Sadhana Tripath...	2022	35	9
11	A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19) Md. Milon Islam, Fakhri O. Karray, Reda Alhajj, Jia Zeng	2021	292	9
12	Detection and analysis of COVID-19 in medical images using deep learning techniques Dandi Yang, Cristhian Martinez-Rendon, Lara Visuña, Hardev Mukeshbhai...	2021	158	9
13	An Early Warning Tool for Predicting Mortality Risk of COVID-19 Patients Using Machine Learning Muhammad E. H. Chowdhury, Tawsifur Rahman, Amith Abdullah Khandakar, S...	2021	114	9
14	Artificial Intelligence and COVID-19 Using Chest CT Scan and Chest X-ray Images: Machine Learning and Deep Learning Approaches for Diagnosis and Treatment Roberta Fusco, Roberta Grassi, Vincenza Granata, Sergio Venanzio Setol...	2021	96	9
15	MGP-AttTCN: An interpretable machine learning model for the prediction of sepsis Margherita Rosnati, Vincent Fortuin	2021	56	9
16	Deep Learning-Based Decision-Tree Classifier for COVID-19 Diagnosis From Chest X-ray Imaging Seung Hoon Yoo, Hui Geng, Tin Lok Chiu, Siu Ki Yu, Dae Chul Cho, Jin U...	2020	287	9
17	Deep Learning Based Lung Cancer Detection and Classification N. Kalaivani, Natraj Manimaran, Dr. S Sophia, D D Devi	2020	105	9
18	Deep Learning Algorithm Classifies Heartbeat Events Based on Electrocardiogram Signals Yongbo Liang, Shimin Yin, Qunfeng Tang, Zhenyu Zheng, Mohamed Elgendi,...	2020	53	9
19	Effective Heart Disease Prediction Using Hybrid Machine Learning Techniques Senthilkumar Mohan, Chandrasegar Thirumalai, Gautam Srivastava	2019	1,943	9
20	A deep learning framework for automated early diagnosis and classification of skin cancer lesions in dermoscopy images Alaa S. Al‐Waisy, Shumoos Al-Fahdawi, Mohammed Khalaf, Mazin Abed Moha...	2025	40	8
21	Diabetes Prediction Through Linkage of Causal Discovery and Inference Model with Machine Learning Models Minseong Noh, Yang Sok Kim	2025	10	8
22	Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classification Saleem Mustafa, Arfan Jaffar, Muhammad Rashid, Sheeraz Akram, Sohail M...	2025	27	8
23	An explainable machine learning approach for Alzheimer’s disease classification Abbas Saad Alatrany, Wasiq Khan, Abir Jaafar Hussain, Hoshang Kolivand...	2024	167	8
24	Deep-learning-enabled antibiotic discovery through molecular de-extinction Fang Wan, Marcelo D. T. Torres, Jacqueline J Peng, César de la Fuente‐...	2024	189	8
25	Zero-Shot Clinical Trial Patient Matching with LLMs Michael Wornow, Alejandro Lozano, Dev Dash, Jenelle Jindal, Kenneth W....	2024	57	8
26	Deep Learning Pipeline for Accelerating Virtual Screening in Drug Discovery Fatima Noor, Muhammad Junaid, Atiah H. Almalki, Mohammed Almaghrabi, S...	2024	54	8
27	Harnessing of Artificial Intelligence for the Diagnosis and Prevention of Hospital-Acquired Infections: A Systematic Review Buket Baddal, Ferdiye Taner, Dilber Uzun Ozsahin	2024	46	8
28	An Artificial Intelligence Analysis of Electrocardiograms for the Clinical Diagnosis of Cardiovascular Diseases: A Narrative Review Assunta Di Costanzo, Carmen Spaccarotella, Giovanni Esposito, Ciro Ind...	2024	42	8
29	An Advanced Deep Learning Framework for Multi-Class Diagnosis from Chest X-ray Images Maria Vasiliki Sanida, Theodora Sanida, Argyrios Sideris, Minas Dasyge...	2024	32	8
30	Development and Validation of a Deep Learning Model for Histopathological Slide Analysis in Lung Cancer Diagnosis Alhassan Ali Ahmed, M. T. Fawi, Agnieszka Brychcy, Mohamed Abouzid, Ma...	2024	29	8
31	Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography Peter G. Mikhael, Jeremy Wohlwend, Adam Yala, Ludvig Karstens, Justin...	2023	285	8
32	A foundation model for generalizable disease detection from retinal images Yukun Zhou, Mark A. Chia, Siegfried K. Wagner, Murat Seçkin Ayhan, Dom...	2023	975	8
33	Large-scale pancreatic cancer detection via non-contrast CT and deep learning Kai Cao, Yingda Xia, Jiawen Yao, Xu Han, Lukáš Lambert, Tingting Zhang...	2023	354	8
34	Accelerating drug target inhibitor discovery with a deep generative foundation model Vijil Chenthamarakshan, Samuel C. Hoffman, David Owen, Petra Lukacik,...	2023	51	8
35	Virtual Screening Algorithms in Drug Discovery: A Review Focused on Machine and Deep Learning Methods Tiago Alves de Oliveira, Michel Pires da Silva, Eduardo Habib Bechelan...	2023	136	8
36	Discovery of senolytics using machine learning Vanessa Smer-Barreto, Andrea Quintanilla, Richard J. R. Elliott, John...	2023	130	8
37	Deep learning models for tuberculosis detection and infected region visualization in chest X-ray images Vinayak Sharma, Nillmani, Sachin Kumar Gupta, K.K. Shukla	2023	119	8
38	Machine Learning-Based Early Prediction of Sepsis Using Electronic Health Records: A Systematic Review Khandaker Reajul Islam, Johayra Prithula, Jaya Kumar, Toh Leong Tan, M...	2023	118	8
39	Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Jan Niehues, Ma...	2023	87	8
40	Predicting sepsis onset in ICU using machine learning models: a systematic review and meta-analysis Zhenyu Yang, Xiaoju Cui, Zhe Song	2023	68	8
41	Cervical cancer survival prediction by machine learning algorithms: a systematic review Milad Rahimi, Atieh Akbari, Farkhondeh Asadi, Hassan Emami	2023	57	8
42	Deep and Transfer Learning Approaches for Automated Early Detection of Monkeypox (Mpox) Alongside Other Similar Skin Lesions and Their Classification Madhumita Pal, Ahmed Mahal, Ranjan K. Mohapatra, Ahmad J. Obaidullah,...	2023	47	8
43	Using Machine Learning to Predict the Antibacterial Activity of Ruthenium Complexes** Markus Orsi, Boon Shing Loh, Cheng Weng, Wee Han Ang, Angelo Frei	2023	44	8
44	A Deep Analysis of Transfer Learning Based Breast Cancer Detection Using Histopathology Images Md Ishtyaq Mahmud, Muntasir Mamun, Ahmed Abdelgawad	2023	44	8
45	Classification and deep-learning–based prediction of Alzheimer disease subtypes by using genomic data Daichi Shigemizu, Shintaro Akiyama, Mutsumi Suganuma, Motoki Furutani,...	2023	37	8
46	A Systematic Review of Deep Learning Methodologies Used in the Drug Discovery Process with Emphasis on In Vivo Validation Nikoletta-Maria Koutroumpa, Konstantinos D. Papavasileiou, Anastasios...	2023	35	8
47	Robustness Fine-Tuning Deep Learning Model for Cancers Diagnosis Based on Histopathology Image Analysis Sameh Abd El-Ghany, Mohammad Azad, Mohammed Mahfouz Elmogy	2023	34	8
48	Stroke Risk Prediction with Machine Learning Techniques Elias Dritsas, Μαρία Τρίγκα	2022	284	8
49	Risk prediction of cardiovascular disease using machine learning classifiers Madhumita Pal, Smita Parija, Ganapati Panda, Kuldeep Dhama, Ranjan K....	2022	158	8
50	Detection of COVID-19 Based on Chest X-rays Using Deep Learning Walaa Gouda, Maram Almurafeh, Mamoona Humayun, Noor Zaman Jhanjhi	2022	132	8
51	Deep Learning Applications in Computed Tomography Images for Pulmonary Nodule Detection and Diagnosis: A Review Rui Li, Chuda Xiao, Yongzhi Huang, Haseeb Hassan, Bingding Huang	2022	129	8
52	Deep Learning for Detecting and Locating Myocardial Infarction by Electrocardiogram: A Literature Review Ping Xiong, Simon Ming‐Yuen Lee, Ging Chan	2022	104	8
53	Advances and challenges in automated malaria diagnosis using digital microscopy imaging with artificial intelligence tools: A review Carles Rubio Maturana, Allisson Dantas de Oliveira, Sergi Nadal, Besim...	2022	87	8
54	Detection of Metastatic Breast Cancer from Whole-Slide Pathology Images Using an Ensemble Deep-Learning Method Jafar Abdollahi, Niyousha Davari, Yasin Panahi, Mossa Gardaneh	2022	46	8
55	A New Approach to Drug Repurposing with Two-Stage Prediction, Machine Learning, and Unsupervised Clustering of Gene Expression Yi Cong, Misaki Shintani, Fuga Imanari, Naoki Osada, Toshinori Endo	2022	40	8
56	Machine Learning Models for Early Prediction of Sepsis on Large Healthcare Datasets Javier Enrique Camacho-Cogollo, Isis Bonet, Bladimir Gil, Ernesto Iada...	2022	34	8
57	Machine Learning Models for Cardiovascular Disease Events Prediction Konstantina Tsarapatsani, Antonis I. Sakellarios, Vasileios C. Pezoula...	2022	22	8
58	Artificial intelligence in sepsis early prediction and diagnosis using unstructured data in healthcare Kim Huat Goh, Le Wang, Adrian Yong Kwang Yeow, Hermione Mei Niang Poh,...	2021	412	8
59	Machine Learning in Action: Stroke Diagnosis and Outcome Prediction Shraddha Mainali, Marin E. Darsie, Keaton S. Smetana	2021	147	8
60	Machine learning applied on chest x-ray can aid in the diagnosis of COVID-19: a first experience from Lombardy, Italy Isabella Castiglioni, Davide Ippolito, Matteo Interlenghi, Caterina Be...	2021	145	8
61	MRI Deep Learning-Based Solution for Alzheimer’s Disease Prediction Cristina L. Saratxaga, Iratxe Moya, Artzai Picón, Marina Acosta, Aitor...	2021	131	8
62	A deep learning algorithm for detecting acute myocardial infarction Wencheng Liu, Chin‐Sheng Lin, Chien‐Sung Tsai, Tien‐Ping Tsao, Cheng‐C...	2021	93	8
63	Pre-existing and machine learning-based models for cardiovascular risk prediction Sang-Yeong Cho, Sun–Hwa Kim, Si‐Hyuck Kang, Si-Hyuck Kang, Kyong Joon...	2021	85	8
64	Early Prediction of Sepsis Based on Machine Learning Algorithm Xin Zhao, Wenqian Shen, Guanjun Wang	2021	58	8
65	Integrative Analysis of Next-Generation Sequencing for Next-Generation Cancer Research toward Artificial Intelligence Youngjun Park, Dominik Heider, Anne-Christin Hauschild	2021	41	8
66	A dynamic, ensemble learning approach to forecast dengue fever epidemic years in Brazil using weather and population susceptibility cycles Sarah F. McGough, Leonardo Clemente, J. Nathan Kutz, Mauricio Santilla...	2021	46	8
67	Diagnostic and prognostic capabilities of a biomarker and EMR‐based machine learning algorithm for sepsis Ishan Taneja, Gregory L. Damhorst, Carlos G. Lopez-Espina, Sihai Dave...	2021	44	8
68	Faculty Opinions recommendation of A deep learning approach to antibiotic discovery. Serge Mostowy, Ana T. López-Jiménez	2020	n/a	8
69	Machine learning prediction in cardiovascular diseases: a meta-analysis Chayakrit Krittanawong, Hafeez Ul Hassan Virk, Sripal Bangalore, Zhen...	2020	514	8
70	Deep-Pneumonia Framework Using Deep Learning Models Based on Chest X-Ray Images Nada M. Elshennawy, Dina M. Ibrahim	2020	203	8
71	CheXaid: deep learning assistance for physician diagnosis of tuberculosis using chest x-rays in patients with HIV Pranav Rajpurkar, Chloe P. O’Connell, Amit Schechter, Nishit Asnani, J...	2020	136	8
72	An efficient mixture of deep and machine learning models for COVID-19 diagnosis in chest X-ray images Dingding Wang, Jiaqing Mo, Gang Zhou, Liang Xu, Yajun Liu	2020	112	8
73	Deep Learning-driven research for drug discovery: Tackling Malaria Bruno Junior Neves, Rodolpho C. Braga, Vinícius M. Alves, Marília N....	2020	63	8
74	Matrix Factorization-based Technique for Drug Repurposing Predictions Gaia Ceddia, Pietro Pinoli, Stefano Ceri, Marco Masseroli	2020	56	8
75	Machine Learning Algorithm Identifies an Antibiotic Vocabulary for Permeating Gram-Negative Bacteria Rachael A. Mansbach, Inga V. Leus, Jitender Mehla, César A. López, Joh...	2020	34	8
76	A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans Onur Özdemir, Rebecca L. Russell, Andrew A. Berlin	2019	265	8
77	Comparison of risk models for mortality and cardiovascular events between machine learning and conventional logistic regression analysis Shinya S. Suzuki, Takeshi Yamashita, Tsuyoshi Sakama, Takuto Arita, Na...	2019	69	8
78	Predicting High-Risk Prostate Cancer Using Machine Learning Methods Henry Barlow, Shunqi Mao, Matloob Khushi	2019	55	8
79	Identification of Novel Antibacterials Using Machine Learning Techniques Yan A. Ivanenkov, Alex A. Zhavoronkov, Renat S. Yamidanov, Ilya А. Ost...	2019	47	8
80	A Deep Learning Model to Predict a Diagnosis of Alzheimer Disease by Using 18 F-FDG PET of the Brain Yiming Ding, Jae Ho Sohn, Michael G. Kawczynski, Hari Trivedi, Roy J....	2018	574	8
81	Machine Learning Outperforms ACC/AHA CVD Risk Calculator in MESA Ioannis A. Kakadiaris, Michalis Vrigkas, Albert A. Yen, Tatiana Kuznet...	2018	226	8
82	Automatic Lung Cancer Prediction from Chest X-ray Images Using the Deep Learning Approach Worawate Ausawalaithong, Arjaree Thirach, Sanparith Marukatat, Theeraw...	2018	168	8
83	Prediction of survival and metastasis in breast cancer patients using machine learning classifiers Leili Tapak, Nasrin Shirmohammadi‐Khorram, Payam Amini, Behnaz Alafchi...	2018	116	8
84	Using Machine Learning to Predict Synergistic Antimalarial Compound Combinations With Novel Structures Daniel J. Mason, Richard T. Eastman, Richard P. I. Lewis, Ian P. Stott...	2018	42	8
85	Cardiovascular Event Prediction by Machine Learning Bharath Ambale‐Venkatesh, Xiaoying Yang, Colin O. Wu, Kiang Liu, Willi...	2017	637	8
86	Computer Vision Malaria Diagnostic Systems—Progress and Prospects Joseph Joel Pollak, Arnon Houri-Yafin, Seth J. Salpeter	2017	26	8
87	The Large Scale Machine Learning in an Artificial Society: Prediction of the Ebola Outbreak in Beijing Peng Zhang, Bin Chen, Liang Ma, Zhen Li, Zhichao Song, Wei Duan, Xiaog...	2015	26	8
88	De novo design of peptide binders to conformationally diverse targets with contrastive language modeling Suhaas Bhat, Kalyan Palepu, Lauren Hong, Yiwei Mao, Tianzheng Ye, Rema...	2025	64	7
89	Machine learning-based meta-analysis reveals gut microbiome alterations associated with Parkinson’s disease Stefano Romano, Jakob Wirbel, Rebecca Ansorge, Christian Schudoma, Qui...	2025	61	7
90	Peptide-based drug design using generative AI Srinivasan Ekambaram, Nikolay V. Dokholyan	2025	38	7
91	A hybrid deep learning framework for early detection of diabetic retinopathy using retinal fundus images Mishmala Sushith, A. Sathiya, V. Kalaipoonguzhali, V. Sathya	2025	54	7
92	Non-invasive biopsy diagnosis of diabetic kidney disease via deep learning applied to retinal images: a population-based study Ziyao Meng, Zhouyu Guan, Shujie Yu, Yi-Lan Wu, Yaoning Zhao, Jie Shen,...	2025	47	7
93	A scoping review of artificial intelligence applications in clinical trial risk assessment Douglas Teodoro, Nona Naderi, Anthony Yazdani, Boya Zhang, Alban Borne...	2025	46	7
94	Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis Tianhang Nan, Song Zheng, Siyuan Qiao, Hao Quan, Xin Gao, Xin Gao, Jun...	2025	45	7
95	Advancements in Artificial Intelligence in Noninvasive Cardiac Imaging: A Comprehensive Review Oluwaremilekun Zeth Tolu-Akinnawo, Francis Ezekwueme, Olukunle Samuel...	2025	40	7
96	Revolutionizing sepsis diagnosis using machine learning and deep learning models: a systematic literature review Muhammad Zubair, Irfanud Din, Nadeem Sarwar, Elov Botir Boltayevich, S...	2025	29	7
97	Deep learning for electrocardiogram interpretation: Bench to bedside Bas B.S. Schots, Camila S. Pizarro, Bauke K. O. Arends, Marish I.F.J....	2025	26	7
98	A small-molecule TNIK inhibitor targets fibrosis in preclinical and clinical models Feng Ren, Alex Aliper, Jian Chen, Heng Zhao, Sujata Rao, Christoph Kup...	2024	330	7
99	Almanac — Retrieval-Augmented Language Models for Clinical Medicine Cyril Zakka, Rohan Shad, Akash R. Chaurasia, Alex R. Dalal, Jennifer L...	2024	401	7
100	Matching patients to clinical trials with large language models Qiao Jin, Zifeng Wang, Charalampos S. Floudas, Fangyuan Chen, Changlin...	2024	283	7
101	A foundation model for clinician-centered drug repurposing Kexin Huang, Payal Chandak, Qianwen Wang, Shreyas Havaldar, Akhil Vaid...	2024	239	7
102	Prospective de novo drug design with deep interactome learning Kenneth Atz, Leandro Cotos, Clemens Isert, M. Håkansson, Dorota Focht,...	2024	95	7
103	De novo generation of SARS-CoV-2 antibody CDRH3 with a pre-trained generative large language model Haohuai He, Bing He, Lei Guan, Yu Zhao, Feng Jiang, Guanxing Chen, Qin...	2024	69	7
104	Congenital heart disease detection by pediatric electrocardiogram based deep learning integrated with human concepts Jintai Chen, Shuai Huang, Ying Zhang, Qing Hua Chang, Yixiao Zhang, Da...	2024	76	7
105	A reproducible ensemble machine learning approach to forecast dengue outbreaks Alessandro Sebastianelli, Dario Spiller, Raquel Carmo, James Wheeler,...	2024	66	7
106	Early detection of dementia through retinal imaging and trustworthy AI Jinkui Hao, William Robert Kwapong, Ting Shen, Huazhu Fu, Yanwu Xu, Qi...	2024	58	7
107	Morphological profiling for drug discovery in the era of deep learning Qiaosi Tang, Ranjala Ratnayake, Gustavo de Miranda Seabra, Zhe Jiang,...	2024	46	7
108	Employing Raman Spectroscopy and Machine Learning for the Identification of Breast Cancer Ya Zhang, Zheng Li, Zhongqiang Li, Huaizhi Wang, Dinkar Regmi, Jian Zh...	2024	15	7
109	Early prediction of sepsis in intensive care patients using the machine learning algorithm NAVOY® Sepsis, a prospective randomized clinical validation study Inger Persson, Andreas Macura, David Becedas, Fredrik Sjövall	2024	43	7
110	Predicting malaria outbreak in The Gambia using machine learning techniques Ousman Khan, Jimoh Olawale Ajadi, M. Pear Hossain	2024	36	7
111	Antibiotic discovery with artificial intelligence for the treatment of Acinetobacter baumannii infections Yassir Boulaamane, Irene Molina Panadero, Abdelkrim Hmadcha, Celia Ata...	2024	33	7
112	Deep learning-based prediction of in-hospital mortality for sepsis Li Yong, Liu Zhenzhou	2024	30	7
113	MAGPIE: accurate pathogenic prediction for multiple variant types using machine learning approach Yicheng Liu, Tianyun Zhang, Ningyuan You, Sai Wu, Ning Shen	2024	31	7
114	Classification of Alzheimer disease using DenseNet-201 based on deep transfer learning technique Zia-ur-Rehman, Mohd Khalid Awang, Javed Rashid, Ghulam Ali, Muhammad H...	2024	30	7
115	Machine learning for early dynamic prediction of functional outcome after stroke Julian Klug, Guillaume Leclerc, Elisabeth Dirren, Emmanuel Carrera	2024	30	7
116	Machine Learning Approaches for Stroke Risk Prediction: Findings from the Suita Study Thien Vu, Yoshihiro Kokubo, Mai Inoue, Masaki Yamamoto, Attayeb S. Moh...	2024	30	7
117	Enhancing the Interpretability of Malaria and Typhoid Diagnosis with Explainable AI and Large Language Models Kingsley Friday Attai, Moses E. Ekpenyong, Constance Amannah, Daniel E...	2024	27	7
118	Computer-Aided Diagnosis Systems for Automatic Malaria Parasite Detection and Classification: A Systematic Review Flavia Grignaffini, Patrizio Simeoni, Anna Alisi, Fabrizio Frezza	2024	22	7
119	Accurate proteome-wide missense variant effect prediction with AlphaMissense Jun Cheng, Guido Novati, Joshua Pan, Clare Bycroft, Akvilė Žemgulytė,...	2023	2,095	7
120	Large language models encode clinical knowledge Karan Singhal, Shekoofeh Azizi, Tao Tu, S. Sara Mahdavi, JASON KAI WEI...	2023	3,955	7
121	Deep Learning Image Reconstruction for CT: Technical Principles and Clinical Prospects Lennart R. Koetzier, Domenico Mastrodicasa, Timothy P. Szczykutowicz,...	2023	426	7
122	Genome-wide prediction of disease variant effects with a deep protein language model Nadav Brandes, Grant Goldman, Charlotte H. Wang, Chun Ye, Vasilis Ntra...	2023	421	7
123	Machine Learning and Prediction of Infectious Diseases: A Systematic Review Omar Enzo Santangelo, Vito Gentile, Stefano Pizzo, Domiziana Giordano,...	2023	124	7
124	Retinal Disease Detection Using Deep Learning Techniques: A Comprehensive Review Stewart Muchuchuti, Serestina Viriri	2023	136	7
125	A Deep Learning-Based Ensemble Method for Early Diagnosis of Alzheimer’s Disease using MRI Images Sina Fathi, Ali Ahmadi, Afsaneh Dehnad, Mostafa Almasi‐Dooghaee, Melik...	2023	95	7
126	Joint Diagnosis of Pneumonia, COVID-19, and Tuberculosis from Chest X-ray Images: A Deep Learning Approach Mohammed Salih Ahmed, Atta Rahman, Faris AlGhamdi, Saleh AlDakheel, Ha...	2023	86	7
127	Applications of artificial intelligence in clinical laboratory genomics Swaroop Aradhya, Flavia M. Facio, Hillery C. Metz, Toby R. Manders, Al...	2023	56	7
128	A Survey on Deep-Learning-Based Diabetic Retinopathy Classification Anila Sebastian, Omar Elharrouss, Somaya Ali Al-Maadeed, Noor Almaadee...	2023	110	7
129	Smart Platform for Data Blood Bank Management: Forecasting Demand in Blood Supply Chain Using Machine Learning Walid Ben Elmir, Hemmak Allaoua, Benaoumeur Senouci	2023	65	7
130	Machine Learning Predicts Cardiovascular Events in Patients With Diabetes: The Silesia Diabetes-Heart Project Katarzyna Nabrdalik, Hanna Kwiendacz, Karolina Drożdż, Krzysztof Irlik...	2023	32	7
131	Anti-Dengue: A Machine Learning-Assisted Prediction of Small Molecule Antivirals against Dengue Virus and Implications in Drug Repurposing Sakshi Gautam, Anamika Thakur, Akanksha Rajput, Manoj Kumar	2023	30	7
132	Machine learning applications on neonatal sepsis treatment: a scoping review Colleen O’Sullivan, Daniel Hsiang‐Te Tsai, Ian Chang-Yen Wu, Emanuela...	2023	29	7
133	A deep learning model for detection of Alzheimer's disease based on retinal photographs: a retrospective, multicentre case-control study Carol Yim-lui Cheung, An Ran Ran, Shujun Wang, Victor T.T. Chan, Kaise...	2022	264	7
134	AMPlify: attentive deep learning model for discovery of novel antimicrobial peptides effective against WHO priority pathogens Chenkai Li, Darcy Sutherland, S. Austin Hammond, Chen Yang, Figali Tah...	2022	221	7
135	MetaRNN: differentiating rare pathogenic and rare benign missense SNVs and InDels using deep learning Chang Li, Degui Zhi, Kai Wang, Xiaoming Liu	2022	190	7
136	Deep Learning in Multi-Class Lung Diseases’ Classification on Chest X-ray Images Sungyeup Kim, Beanbonyka Rim, Seongjun Choi, Ahyoung Lee, Se Dong Min,...	2022	143	7
137	Alzheimer’s disease diagnosis and classification using deep learning techniques Waleed A. Al Shehri	2022	122	7
138	Deep learning-based breast cancer grading and survival analysis on whole-slide histopathology images Suzanne C. Wetstein, Vincent M. T. de Jong, Nikolas Stathonikos, Mark...	2022	103	7
139	Analysis of missense variants in the human genome reveals widespread gene-specific clustering and improves prediction of pathogenicity Mathieu Quinodoz, Virginie G. Peter, Katarina Cisarova, Béryl Royer‐Be...	2022	89	7
140	Deep Learning for Bone Mineral Density and T-Score Prediction from Chest X-rays: A Multicenter Study Yoichi Sato, Norio Yamamoto, Naoya Inagaki, Yusuke Iesaki, Takamune As...	2022	84	7
141	Integrating central nervous system metagenomics and host response for diagnosis of tuberculosis meningitis and its mimics Prashanth Ramachandran, Akshaya Ramesh, Fiona V Cresswell, Anne E. Wap...	2022	82	7
142	Electrocardiogram-based deep learning improves outcome prediction following cardiac resynchronization therapy Philippe C. Wouters, Rutger R van de Leur, Melle B. Vessies, Antonius...	2022	57	7
143	Machine learning-based ABA treatment recommendation and personalization for autism spectrum disorder: an exploratory study Manu Kohli, Arpan Kumar Kar, Anjali Bangalore, Prathosh AP	2022	51	7
144	Prediction of incident cardiovascular events using machine learning and CMR radiomics Esmeralda Ruiz Pujadas, Zahra Raisi‐Estabragh, Liliána Erzsébet Szabó,...	2022	47	7
145	A machine learning model trained on a high-throughput antibacterial screen increases the hit rate of drug discovery A. S. M. Zisanur Rahman, Chengyou Liu, Hunter Sturm, Andrew M. Hogan,...	2022	47	7
146	Artificial Intelligence-Enabled Electrocardiogram Improves the Diagnosis and Prediction of Mortality in Patients With Pulmonary Hypertension Chih‐Min Liu, Edward S.C. Shih, Jhih-Yu Chen, Chih-Han Huang, I‐Chien...	2022	46	7
147	Machine learning for optimized individual survival prediction in resectable upper gastrointestinal cancer Jin‐On Jung, Nerma Crnovrsanin, Naita Maren Wirsik, Henrik Nienhüser,...	2022	45	7
148	Deep learning-based framework for slide-based histopathological image analysis Sai Kosaraju, Jeongyeon Park, Hyun Jung Lee, Jung Wook Yang, Mingon Ka...	2022	44	7
149	Application of Deep Learning in Histopathology Images of Breast Cancer: A Review Yue Zhao, Jie Zhang, Dayu Hu, Hui Yan Qu, Ye Tian, Xiaoyu Cui	2022	42	7
150	Multi-Method Diagnosis of CT Images for Rapid Detection of Intracranial Hemorrhages Based on Deep and Hybrid Learning Badiea Abdulkarem Mohammed, Ebrahim Mohammed Senan, Zeyad Ghaleb Al-Me...	2022	41	7
151	Performance effectiveness of vital parameter combinations for early warning of sepsis—an exhaustive study using machine learning Ekanath Srihari Rangan, Rahul Krishnan Pathinarupothi, Kanwaljeet J. S...	2022	25	7
152	Federated learning for predicting clinical outcomes in patients with COVID-19 Ittai Dayan, Holger R. Roth, Aoxiao Zhong, Ahmed Harouni, Amilcare Gen...	2021	823	7
153	Advances in De Novo Drug Design: From Conventional to Machine Learning Methods Varnavas D. Mouchlis, Antreas Afantitis, Angela Serra, Michele Fratell...	2021	352	7
154	CADD-Splice—improving genome-wide variant effect prediction using deep learning-derived splice scores Philipp Rentzsch, Max Schubach, Jay Shendure, Martin Kircher	2021	637	7
155	Automatic detection of 39 fundus diseases and conditions in retinal photographs using deep neural networks Ling‐Ping Cen, Jie Ji, Jianwei Lin, Si-Tong Ju, Hong-Jie Lin, Tai-Ping...	2021	346	7
156	Machine Learning and Deep Learning Approaches for Brain Disease Diagnosis: Principles and Recent Advances Protima Khan, Md. Fazlul Kader, S. M. Riazul Islam, Aisha B Rahman, Md...	2021	293	7
157	Machine learning identifies candidates for drug repurposing in Alzheimer’s disease Steve Rodriguez, Clemens B. Hug, Petar V. Todorov, Nienke Moret, Sarah...	2021	293	7
158	Breast Cancer Classification From Histopathological Images Using Patch-Based Deep Learning Modeling Irum Hirra, Mubashir Ahmad, Ayaz Hussain, Muhammad Usman Ashraf, Iftik...	2021	272	7
159	A generalized deep learning framework for whole-slide image segmentation and analysis Mahendra Khened, Avinash Kori, Haran Rajkumar, Ganapathy Krishnamurthi...	2021	239	7
160	MVP predicts the pathogenicity of missense variants by deep learning Hongjian Qi, Haicang Zhang, Yige Zhao, Chen Chen, John J. Long, Wendy...	2021	198	7
161	Robust whole slide image analysis for cervical cancer screening using deep learning Shenghua Cheng, Sibo Liu, Jingya Yu, Gong Rao, Yuwei Xiao, Wei Han, We...	2021	195	7
162	A deep learning algorithm for automatic detection and classification of acute intracranial hemorrhages in head CT scans Xiyue Wang, Tao Shen, Sen Yang, Jun Lan, Yanming Xu, Minghui Wang, Jin...	2021	192	7
163	Interpretable deep learning for automatic diagnosis of 12-lead electrocardiogram Dongdong Zhang, Samuel Yang, Xiaohui Yuan, Ping Zhang	2021	189	7
164	Prediction of dengue outbreak in Selangor Malaysia using machine learning techniques Nurul Azam Mohd Salim, Yap Bee Wah, Caitlynn Reeves, Madison Smith, Wa...	2021	142	7
165	Malaria parasite detection in thick blood smear microscopic images using modified YOLOV3 and YOLOV4 models Fetulhak Abdurahman, Kinde Anlay Fante, Mohammed Aliy Mohammed	2021	139	7
166	Random forest-based prediction of stroke outcome Carlos Fernandez-Lozano, Pablo Hervella, Virginia Mato‐Abad, Manuel Ro...	2021	130	7
167	Using Deep-Learning Algorithms to Simultaneously Identify Right and Left Ventricular Dysfunction From the Electrocardiogram Akhil Vaid, Kipp W. Johnson, Marcus A. Badgeley, Sulaiman S. Somani, M...	2021	124	7
168	Genetic mutation and biological pathway prediction based on whole slide images in breast carcinoma using deep learning Hui Yan Qu, Mu Zhou, Zhennan Yan, He Wang, Vinod K. Rustgi, Shaoting Z...	2021	117	7
169	DeepDRK: a deep learning framework for drug repurposing through kernel-based multi-omics integration Yongcui Wang, Yingxi Yang, Shilong Chen, Jiguang Wang	2021	85	7
170	External validation of a deep learning electrocardiogram algorithm to detect ventricular dysfunction Itzhak Zachi Attia, Andrew S. Tseng, Ernest Diez Benavente, José R. Me...	2021	80	7
171	Early Prediction of Mortality, Severity, and Length of Stay in the Intensive Care Unit of Sepsis Patients Based on Sepsis 3.0 by Machine Learning Models Longxiang Su, Xu Zheng, Fengxiang Chang, Yingying Ma, Shengjun Liu, Hu...	2021	75	7
172	The Immune Subtypes and Landscape of Gastric Cancer and to Predict Based on the Whole-Slide Images Using Deep Learning Yan Chen, Zepang Sun, Wanlan Chen, Changyan Liu, Ruoyang Chai, Jingjin...	2021	71	7
173	Bone mineral density response prediction following osteoporosis treatment using machine learning to aid personalized therapy Thiraphat Tanphiriyakun, Sattaya Rojanasthien, Piyapong Khumrin	2021	39	7
174	Diagnostic assessment of deep learning for melanocytic lesions using whole-slide pathological images Wei Ba, Rui Wang, Guang Yin, Zhigang Song, Jinyi Zou, Cheng Zhong, Jin...	2021	37	7
175	Acute Myocardial Infarction Detection Using Deep Learning-Enabled Electrocardiograms Xiehui Chen, Wenqin Guo, Lingyue Zhao, Weichao Huang, Lili Wang, Aimei...	2021	36	7
176	Multi-Disease Detection in Retinal Imaging Based on Ensembling Heterogeneous Deep Learning Models Dominik Müller, Iñaki Soto‐Rey, Frank Krämer	2021	35	7
177	Predicting malaria epidemics in Burkina Faso with machine learning David Harvey, Wessel Valkenburg, Amara Amara	2021	34	7
178	Deep learning detects heart failure with preserved ejection fraction using a baseline electrocardiogram Matthias Unterhuber, Karl‐Philipp Rommel, Karl‐Patrik Kresoja, Julia A...	2021	31	7
179	Predicting 30-days mortality for MIMIC-III patients with sepsis-3: a machine learning approach using XGboost Nianzong Hou, Mingzhe Li, Lu He, Bing Xie, Lin Wang, Rumin Zhang, Yong...	2020	568	7
180	Skin Lesions Classification Into Eight Classes for ISIC 2019 Using Deep Convolutional Neural Network and Transfer Learning Mohamed A. A. Kassem, Khalid Mohamed Hosny, Mohamed Mahmoud Fouad	2020	407	7
181	Deep learning-based survival prediction for multiple cancer types using histopathology images Ellery Wulczyn, David F. Steiner, Zhaoyang Xu, Apaar Sadhwani, Hongwu...	2020	265	7
182	Classification and mutation prediction based on histopathology H&E images in liver cancer using deep learning Mingyu Chen, Bin Zhang, Win Topatana, Jiasheng Cao, He-pan Zhu, Sarun...	2020	244	7
183	Deep Learning for Lung Cancer Nodules Detection and Classification in CT Scans Diego Riquelme, Moulay A. Akhloufi	2020	202	7
184	Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain CT Images Lu Li, Wei Meng, Bo Liu, Kunakorn C. Atchaneeyasakul, Fugen Zhou, Zeha...	2020	171	7
185	Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images—The ACDC@LungHP Challenge 2019 Zhang Li, Jiehua Zhang, Tao Tan, Xichao Teng, Xiaoliang Sun, Hong Zhao...	2020	157	7
186	Spatial transcriptomics inferred from pathology whole-slide images links tumor heterogeneity to survival in breast and lung cancer Alona Levy-Jurgenson, Xavier Tekpli, Vessela Nedelcheva Kristensen, Zo...	2020	155	7
187	Artificial Intelligence Tool for Optimizing Eligibility Screening for Clinical Trials in a Large Community Cancer Center Joseph Thaddeus Beck, Melissa Rammage, Gretchen Purcell Jackson, Anita...	2020	127	7
188	Detection and classification of intracranial haemorrhage on CT images using a novel deep-learning algorithm Ji Young Lee, Jong Soo Kim, Tae Yoon Kim, Young Soo Kim	2020	119	7
189	Automated detection of cardiovascular disease by electrocardiogram signal analysis: a deep learning system Xin Zhang, Kai Gu, Shumei Miao, Xiaoliang Zhang, Yuechuchu Yin, Cheng...	2020	81	7
190	Knowledge-driven drug repurposing using a comprehensive drug knowledge graph Yongjun Zhu, Chao Che, Bo Jin, Ningrui Zhang, Chang Su, Fei Wang	2020	73	7
191	Machine learning-guided discovery and design of non-hemolytic peptides Fabien Plisson, Obed Ramírez‐Sánchez, Cristina Martínez-Hernández	2020	148	7
192	Machine learning for predicting cardiac events: what does the future hold? Brijesh D. Patel, Partho P. Sengupta	2020	46	7
193	Intracranial Hemorrhage Detection in CT Scans using Deep Learning Tomasz Lewick, Meera Kumar, Raymond Hong, Wencen Wu	2020	36	7
194	Classification of Dermoscopy Skin Lesion Color-Images Using Fractal-Deep Learning Features Edgar Omar Molina-Molina, Selene Solorza-Calderón, Josué Álvarez-Borre...	2020	36	7
195	Faculty Opinions recommendation of A clinically applicable approach to continuous prediction of future acute kidney injury. Kevin Yuk-Lap Yip	2019	n/a	7
196	Breast cancer outcome prediction with tumour tissue images and machine learning Riku Turkki, Dmitrii Bychkov, Mikael Lundin, Jorma J Isola, Stig Nordl...	2019	130	7
197	Machine learning-powered antibiotics phenotypic drug discovery Sannah Zoffmann, Maarten Vercruysse, Fethallah Benmansour, Andreas Mau...	2019	111	7
198	Pediatric Severe Sepsis Prediction Using Machine Learning Sidney Le, Jana L. Hoffman, Christopher Barton, Julie C. Fitzgerald, A...	2019	110	7
199	Machine Learning and Deep Learning Approaches in Breast Cancer Survival Prediction Using Clinical Data Elham Yousef Kalafi, Nurul Aqilah Mohd Nor, Nur Aishah Mohd Taib, Moga...	2019	108	7
200	Machine learning to predict cardiovascular risk José A. Quesada, Adriana López‐Pineda, Vicente Francisco Gil-Guillén,...	2019	104	7
201	Prediction of Colon Cancer Stages and Survival Period with Machine Learning Approach Pushpanjali Gupta, Sum-Fu Chiang, Prasan Kumar Sahoo, Suvendu Kumar Mo...	2019	100	7
202	On classifying sepsis heterogeneity in the ICU: insight using machine learning Zina M. Ibrahim, Honghan Wu, Ahmed Hamoud, Lukas Stappen, Richard Dobs...	2019	73	7
203	Mortality Prediction of Septic Patients in the Emergency Department Based on Machine Learning Jau‐Woei Perng, I-Hsi Kao, Chia‐Te Kung, Shih-Chiang Hung, Yi-Horng La...	2019	65	7
204	Lung Cancer Detection and Classification Using Deep Learning Ruchita Tekade, K. Rajeswari	2018	158	7
205	Classification of retinal images with deep learning for early detection of diabetic retinopathy disease Nursel Yalçın, Seyfullah Alver, Necla Uluhatun	2018	43	7
206	Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes Daniel Shu Wei Ting, Carol Yim-lui Cheung, Gilbert Lim, Gavin Siew Wei...	2017	2,383	7
207	CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu, Brandon Yang, Hershel Meht...	2017	1,220	7
208	Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent Ángel Cruz-Roa, Hannah L. Gilmore, Ajay N. Basavanhally, Michael D. Fe...	2017	532	7
209	Improved Automated Detection of Diabetic Retinopathy on a Publicly Available Dataset Through Integration of Deep Learning Michael D. Abràmoff, Yiyue Lou, Ali Erginay, Warren Clarida, Ryan E. A...	2016	1,095	7
210	Prediction of In‐hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data–Driven, Machine Learning Approach Richard Andrew Taylor, Joseph R. Pare, Arjun K. Venkatesh, Hani O. Mow...	2015	491	7
211	Three-Month Real-Time Dengue Forecast Models: An Early Warning System for Outbreak Alerts and Policy Decision Support in Singapore Yuan Shi, Xu Liu, Suet Yheng Kok, Jayanthi Rajarethinam, Shaohong Lian...	2015	140	7
212	Machine Learning Prediction of Cancer Cell Sensitivity to Drugs Based on Genomic and Chemical Properties Michael P. Menden, Francesco Iorio, Mathew J. Garnett, Ultan McDermott...	2013	543	7
213	Discovery of EP4 antagonists with image-guided explainable deep learning workflow Pengsen Ma, Zhiyuan Cheng, Zhixiang Cheng, Yijie Wang, Xiaolei Chai, B...	2025	1	6
214	Current applications and challenges in large language models for patient care: a systematic review Felix Busch, Lena Hoffmann, Christopher Rueger, Elon H. C. van Dijk, R...	2025	342	6
215	Best practices for developing microbiome-based disease diagnostic classifiers through machine learning P Li, Min Li, Wei‐Hua Chen	2025	33	6
216	Artificial Intelligence Scribe and Large Language Model Technology in Healthcare Documentation: Advantages, Limitations, and Recommendations Sarah A. Mess, Alison Mackey, David Yarowsky	2025	82	6
217	Evaluating Diagnostic Accuracy and Treatment Efficacy in Mental Health: A Comparative Analysis of Large Language Model Tools and Mental Health Professionals Inbar Levkovich	2025	29	6
218	A machine learning approach for multimodal data fusion for survival prediction in cancer patients Νικόλαος Νικολάου, Domingo Salazar, Harish RaviPrakash, Miguel Gonçalv...	2025	35	6
219	Classifying and diagnosing Alzheimer’s disease with deep learning using 6735 brain MRI images Seyed Mohammad Mousavi, Khadijeh Moulaei, Leila Ahmadian	2025	33	6
220	Implementation of large language models in electronic health records Maxime Griot, Jean M. Vanderdonckt, Demet Yüksel	2025	22	6
221	Drug-drug interactions prediction based on deep learning and knowledge graph: A review Huimin Luo, Weijie Yin, Jianlin Wang, Ge Zhang, Wenjuan Liang, Junwei...	2024	102	6
222	Polymer design via SHAP and Bayesian machine learning optimizes pDNA and CRISPR ribonucleoprotein delivery Rishad J. Dalal, Felipe Oviedo, Michael C. Leyden, Theresa M. Reineke	2024	47	6
223	Deep learning for accelerated and robust MRI reconstruction Reinhard Heckel, Mathews Jacob, Akshay Sanjay Chaudhari, Or Perlman, E...	2024	119	6
224	Artificial intelligence for optimizing recruitment and retention in clinical trials: a scoping review Xiaoran Lu, Yang Chen, Lu Liang, Guanyu Hu, Ziyi Zhong, Zihao Jiang	2024	76	6
225	Interpretable machine learning model for early prediction of 28-day mortality in ICU patients with sepsis-induced coagulopathy: development and validation Shi Zhou, Zongqing Lu, Yu Liu, Minjie Wang, Wuming Zhou, Xuanxuan Cui,...	2024	52	6
226	Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology Marco Gustav, Nic Gabriel Reitsam, Zunamys Itzell Carrero, Chiara Mari...	2024	38	6
227	Enhancing missense variant pathogenicity prediction with protein language models using VariPred Weining Lin, Jude Wells, Zeyuan Wang, Christine A. Orengo, Andrew C.R....	2024	34	6
228	Validating the accuracy of deep learning for the diagnosis of pneumonia on chest x-ray against a robust multimodal reference diagnosis: a post hoc analysis of two prospective studies Jérémy Hofmeister, Nicolás Garin, Xavier Montet, Max Scheffler, Alexan...	2024	25	6
229	CADD v1.7: using protein language models, regulatory CNNs and other nucleotide-level scores to improve genome-wide variant predictions Max Schubach, Thorben Maaß, Lusiné Nazaretyan, Sebastian Röner, Martin...	2023	440	6
230	ReconFormer: Accelerated MRI Reconstruction Using Recurrent Transformer Pengfei Guo, Yiqun Mei, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel	2023	127	6
231	Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI Patricia M. Johnson, Dana J. Lin, Jure Žbontar, C. Lawrence Zitnick, A...	2023	122	6
232	A Deep Learning-Based Framework for Retinal Disease Classification Amit Choudhary, Savita Ahlawat, Shabana Urooj, Nitish Pathak, A. Lay-E...	2023	103	6
233	Use of artificial intelligence for cancer clinical trial enrollment: a systematic review and meta-analysis Ronald Chow, Julie Midroni, Jagdeep Kaur, Gabriel Boldt, Geoffrey Liu,...	2023	64	6
234	Convolution Neural Networks and Self-Attention Learners for Alzheimer Dementia Diagnosis from Brain MRI Pierluigi Carcagnì, Marco Leo, Marco Del Coco, Cosimo Distante, Andrea...	2023	62	6
235	Identification of pathogens and detection of antibiotic susceptibility at single-cell resolution by Raman spectroscopy combined with machine learning Weilai Lu, Haifei Li, Haoning Qiu, Lu Wang, Jie Feng, Yu Vincent Fu	2023	45	6
236	Deep structured learning for variant prioritization in Mendelian diseases Matt Christopher Danzi, Maike Franziska Dohrn, Sarah Fazal, Danique Be...	2023	43	6
237	Deep learning integrates histopathology and proteogenomics at a pan-cancer level Joshua M. Wang, Runyu Hong, Elizabeth G. Demicco, Jimin Tan, Rossana L...	2023	41	6
238	Image based deep learning in 12-lead ECG diagnosis Raymond Ao, George He	2023	41	6
239	Learning to predict RNA sequence expressions from whole slide images with applications for search and classification Areej Alsaafin, Amir Safarpoor, Milad Sikaroudi, Jason Hipp, Hamid R....	2023	40	6
240	Deep Transfer Learning for Chronic Obstructive Pulmonary Disease Detection Utilizing Electrocardiogram Signals Inanc Moran, D. Turgay Altılar, Muhammed Kürşad Uçar, Cahit Bílgín, Me...	2023	38	6
241	A Systematic Review and Meta-Analysis of Applying Deep Learning in the Prediction of the Risk of Cardiovascular Diseases From Retinal Images Wenyi Hu, Fabian S. L. Yii, Ruiye Chen, Xinyu Zhang, Xianwen Shang, Ka...	2023	36	6
242	Deep-learning based breast cancer detection for cross-staining histopathology images Pei‐Wen Huang, Hsu Ouyang, Bang-Yi Hsu, Yu-Ruei Chang, Yu-Chieh Lin, Y...	2023	32	6
243	Interpretable machine learning for prediction of clinical outcomes in acute ischemic stroke Joonwon Lee, Kang Min Park, Seong-Ho Park	2023	33	6
244	Faecal microbiome-based machine learning for multi-class disease diagnosis Qi Su, Qin Liu, Raphaela Iris Lau, Jingwan Zhang, Zhilu Xu, Yun Kit Ye...	2022	133	6
245	Single-cell multiome of the human retina and deep learning nominate causal variants in complex eye diseases Sean K. Wang, Surag Nair, Rui Li, Katerina Kraft, Anusri Pampari, Aman...	2022	88	6
246	Swarm learning for decentralized artificial intelligence in cancer histopathology Oliver Lester Saldanha, Philip Quirke, Nicholas Paul West, Jacqueline...	2022	224	6
247	A Deep Learning Approach Based on Explainable Artificial Intelligence for Skin Lesion Classification Natasha Nigar, Muhammad Umar, Muhammad Kashif Shahzad, Shahid Islam, D...	2022	178	6
248	Interpretable Machine Learning for Early Prediction of Prognosis in Sepsis: A Discovery and Validation Study Chang Hu, Lu Li, Weipeng Huang, Tong Wu, Qiancheng Xu, Juan Liu, Bo Hu	2022	159	6
249	Multimodal deep learning applied to classify healthy and disease states of human microbiome Seung Jae Lee, Mina Rho	2022	51	6
250	Fast and scalable search of whole-slide images via self-supervised deep learning Chengkuan Chen, Ming Y. Lu, Drew F. K. Williamson, Tiffany Chen, Andre...	2022	126	6
251	A Goldilocks Principle for the Gut Microbiome: Taxonomic Resolution Matters for Microbiome-Based Classification of Colorectal Cancer Courtney R. Armour, Begüm D. Topçuoğlu, Andrea Garretto, Patrick D. Sc...	2022	35	6
252	State-of-the-Art Deep Learning Methods on Electrocardiogram Data: Systematic Review Γεώργιος Πετμεζάς, Leandros Stefanopoulos, Vassilis Kilintzis, Andreas...	2022	106	6
253	Generative deep learning enables the discovery of a potent and selective RIPK1 inhibitor Yueshan Li, Liting Zhang, Yifei Wang, Jun Zou, Ruicheng Yang, Xinling...	2022	101	6
254	A deep learning system for prostate cancer diagnosis and grading in whole slide images of core needle biopsies Nitin Singhal, Shailesh Mahendra Soni, Saikiran Bonthu, Nilanjan Chatt...	2022	92	6
255	A Deep Learning Model for Cervical Cancer Screening on Liquid-Based Cytology Specimens in Whole Slide Images Fahdi Kanavati, Naoki Hirose, Takahiro Ishii, Ayaka Fukuda, Shin Ichih...	2022	91	6
256	Assessment of deep learning assistance for the pathological diagnosis of gastric cancer Wei Ba, Shuhao Wang, Meixia Shang, Ziyan Zhang, Huan Gan Wu, Chunkai Y...	2022	76	6
257	Multimodal survival prediction in advanced pancreatic cancer using machine learning Julius Keyl, Stefan Kasper, Marcel Wiesweg, Julian Götze, Martin Schön...	2022	53	6
258	Accurate Diagnosis and Survival Prediction of Bladder Cancer Using Deep Learning on Histological Slides Qingyuan Zheng, Rui Yang, Xinmiao Ni, Song Soo Yang, Lin Xiong, Dandan...	2022	51	6
259	A novel approach for skin lesion symmetry classification with a deep learning model Lidia Talavera-Martínez, Pedro Bibiloni, Aniza Giacaman, R. Taberner,...	2022	35	6
260	Prediction and risk assessment of sepsis-associated encephalopathy in ICU based on interpretable machine learning Lu Xiao, Hongyu Kang, Dawei Zhou, Qin Li	2022	30	6
261	Deep learning for survival analysis in breast cancer with whole slide image data Huidong Liu, Tahsin Kurç	2022	29	6
262	A Deep Learning Model for Prostate Adenocarcinoma Classification in Needle Biopsy Whole-Slide Images Using Transfer Learning Masayuki Tsuneki, Makoto Abe, Fahdi Kanavati	2022	30	6
263	Automatic Detection of Left Ventricular Dilatation and Hypertrophy from Electrocardiograms Using Deep Learning Takahiro Kokubo, Satoshi Kodera, Shinnosuke Sawano, Susumu Katsushika,...	2022	27	6
264	Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video Dhiraj J. Pangal, Guillaume Kugener, Yichao Zhu, Aditya Sinha, Vyom Un...	2022	26	6
265	Performance of Machine Learning for Tissue Outcome Prediction in Acute Ischemic Stroke: A Systematic Review and Meta-Analysis Xinrui Wang, Yi‐Ming Fan, Nan Zhang, Jing Li, Yang Duan, Benqiang Yang	2022	23	6
266	A Focus on the Role of DSC-PWI Dynamic Radiomics Features in Diagnosis and Outcome Prediction of Ischemic Stroke Yingwei Guo, Yingjian Yang, Fengqiu Cao, Mingming Wang, Yu Luo, Jia Gu...	2022	23	6
267	Temporal and Spatiotemporal Arboviruses Forecasting by Machine Learning: A Systematic Review Clarisse Lins de Lima, Ana Clara Gomes da Silva, Giselle Machado Magal...	2022	23	6
268	A comparison of machine learning algorithms for diabetes prediction Jobeda Jamal Khanam, Simon Y. Foo	2021	490	6
269	Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning Xiaodong Wang, Ying Chen, Yunshu Gao, Huiqing Zhang, Zehui Guan, Zhou...	2021	186	6
270	Clinical use of machine learning‐based pathomics signature for diagnosis and survival prediction of bladder cancer Siteng Chen, Liren Jiang, Xinyi Zheng, Jialiang Shao, Tao Wang, Enchen...	2021	100	6
271	Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram M. Ganeshkumar, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, Som...	2021	85	6
272	Deep learning analysis of electrocardiogram for risk prediction of drug-induced arrhythmias and diagnosis of long QT syndrome Edi Prifti, Ahmad Fall, Giovanni Davogustto, Alfredo Pulini, Isabelle...	2021	83	6
273	Automated Explainable Multidimensional Deep Learning Platform of Retinal Images for Retinopathy of Prematurity Screening Ji Wang, Jie Ji, Mingzhi Zhang, Jianwei Lin, Guihua Zhang, Weifen Gong...	2021	83	6
274	Machine learning-based prediction of survival prognosis in cervical cancer Dongyan Ding, Tingyuan Lang, Dongling Zou, Jiawei Tan, Jia Chen, Lei Z...	2021	53	6
275	A Deep Learning–Enabled Electrocardiogram Model for the Identification of a Rare Inherited Arrhythmia: Brugada Syndrome Chih‐Min Liu, Chien‐Liang Liu, Kai-Wen Hu, Vincent S. M. Tseng, Shih‐L...	2021	55	6
276	Deep learning analysis of resting electrocardiograms for the detection of myocardial dysfunction, hypertrophy, and ischaemia: a systematic review Ghalib Al Hinai, Samer Jammoul, Zara Vajihi, Jonathan Afilalo	2021	52	6
277	Detecting cardiomyopathies in pregnancy and the postpartum period with an electrocardiogram-based deep learning model Demilade A. Adedinsewo, Patrick W. Johnson, Erika J. Douglass, Itzhak...	2021	47	6
278	Determining a minimum set of variables for machine learning cardiovascular event prediction: results from REFINE SPECT registry Richard Ríos, Robert J.H. Miller, Lien-Hsin Hu, Yuka Otaki, Ananya Sin...	2021	42	6
279	Uncertainty estimation for deep learning-based automated analysis of 12-lead electrocardiograms Jeroen F Vranken, Rutger R van de Leur, Deepak Kumar Gupta, Luis Eduar...	2021	41	6
280	3Cnet: pathogenicity prediction of human variants using multitask learning with evolutionary constraints Dhong‐gun Won, Dongwook Kim, Junwoo Woo, Kyoungyeul Lee	2021	39	6
281	Dynamic Learning Rate in Deep CNN Model for Metastasis Detection and Classification of Histopathology Images Anil Johny, K. N. Madhusoodanan	2021	30	6
282	Automated machine learning for endemic active tuberculosis prediction from multiplex serological data Hooman H. Rashidi, Luke T. Dang, Samer Albahra, Resmi K. Ravindran, Im...	2021	22	6
283	Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection Using Chest X-ray Tawsifur Rahman, Muhammad E. H. Chowdhury, Amith Abdullah Khandakar, K...	2020	638	6
284	A unified connectomic target for deep brain stimulation in obsessive-compulsive disorder Ningfei Li, Juan Carlos Baldermann, Astrid Kibleur, Svenja Treu, Harit...	2020	316	6
285	A deep learning model to predict RNA-Seq expression of tumours from whole slide images Benoît Schmauch, Alberto Romagnoni, Elodie Pronier, Charlie Saillard,...	2020	525	6
286	Early detection of type 2 diabetes mellitus using machine learning-based prediction models Leon Kopitar, Primož Kocbek, Leona Cilar, Aziz Sheikh, Gregor Štiglic	2020	366	6
287	Deep learning and the electrocardiogram: review of the current state-of-the-art Sulaiman S. Somani, Adam J. Russak, Felix Richter, Shan Zhao, Akhil Va...	2020	263	6
288	Melanoma and Nevus Skin Lesion Classification Using Handcraft and Deep Learning Feature Fusion via Mutual Information Measures Jose A. Almaraz-Damian, Volodymyr I. Ponomaryov, Sergiy Sadovnychiy, H...	2020	172	6
289	A Machine Learning Approach for the Differential Diagnosis of Alzheimer and Vascular Dementia Fed by MRI Selected Features Gloria Castellazzi, Maria Giovanna Cuzzoni, Matteo Cotta Ramusino, Dan...	2020	133	6
290	An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction Nicola Pezzotti, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus F...	2020	136	6
291	Accurate diagnosis of lymphoma on whole-slide histopathology images using deep learning Charlotte Syrykh, Arnaud Abreu, Nadia Amara, Aurore Siegfried, V. Mais...	2020	115	6
292	Rhapsody: predicting the pathogenicity of human missense variants Luca Ponzoni, Daniel Peñaherrera, Zoltán N. Oltvai, İvet Bahar	2020	101	6
293	Evaluation of an artificial intelligence clinical trial matching system in Australian lung cancer patients Marliese Alexander, Benjamin J. Solomon, David Ball, M. Sheerin, Iren...	2020	85	6
294	Determination of disease severity in COVID-19 patients using deep learning in chest X-ray images Maxime Blain, Michael T. Kassin, Nicole Varble, Xiaosong Wang, Ziyue X...	2020	61	6
295	Disease-specific variant pathogenicity prediction significantly improves variant interpretation in inherited cardiac conditions Xiaolei Zhang, Roddy Walsh, Nicola Whiffin, Rachel J. Buchan, William...	2020	63	6
296	Deep Learning–Based Detection of Early Renal Function Impairment Using Retinal Fundus Images: Model Development and Validation Eugene Yu‐Chuan Kang, Yi‐Ting Hsieh, Chien‐Hung Li, Yijin Huang, Chang...	2020	56	6
297	A Deep-Learning View of Chemical Space Designed to Facilitate Drug Discovery Paul Maragakis, Hunter M. Nisonoff, Brian Cole, David Elliot Shaw	2020	41	6
298	IGRNet: A Deep Learning Model for Non-Invasive, Real-Time Diagnosis of Prediabetes through Electrocardiograms Liyang Wang, Yao Mu, Jing Zhao, Xiaoya Wang, Huilian Che	2020	40	6
299	Machine Learning Explainability in Breast Cancer Survival Tom Jansen, Gijs Geleijnse, Van Maaren Marissa, Mathijs P. Hendriks, A...	2020	38	6
300	Posterior circulation stroke: machine learning-based detection of early ischemic changes in acute non-contrast CT scans Helge C. Kniep, Peter Bernhard Sporns, Gabriel Broocks, André Kemmling...	2020	36	6
301	A Deep CNN Technique for Detection of Breast Cancer Using Histopathology Images Gitanjali Wadhwa, Amandeep Kaur	2020	24	6
302	Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis Xi Wang, Hao Chen, Caixia Gan, Huangjing Lin, Qi Dou, Efstratios Tsoug...	2019	408	6
303	Development and Validation of a Deep-Learning Model to Screen for Hyperkalemia From the Electrocardiogram Conner D. Galloway, Alexander V. Valys, Jacqueline Baras Shreibati, Da...	2019	318	6
304	RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge Hrvoje Bogunović, Freerk G. Venhuizen, Sophie Riedl, Stefanos Apostolo...	2019	273	6
305	Deep Learning Based Skin Lesion Segmentation and Classification of Melanoma Using Support Vector Machine (SVM) R. D. Seeja, A. Suresh	2019	156	6
306	Deep Learning Models for Retinal Blood Vessels Segmentation: A Review Toufique Ahmed Soomro, Ahmed J. Afifi, Lihong Zheng, Shafiullah Soomro...	2019	155	6
307	Prediction of survival outcomes in patients with epithelial ovarian cancer using machine learning methods E Sun Paik, Jeong‐Won Lee, Jeong‐Yeol Park, Ju-Hyun Kim, Mijung Kim, T...	2019	75	6
308	Application of Machine Learning Models for Survival Prognosis in Breast Cancer Studies Iliyan Mihaylov, Maria M. Nisheva-Pavlova, Dimitar I. Vassilev	2019	56	6
309	Deep learning for undersampled MRI reconstruction Chang Min Hyun, Hwa Pyung Kim, Sung Min Lee, Sungchul Lee, Jin Keun Se...	2018	429	6
310	RADnet: Radiologist level accuracy using deep learning for hemorrhage detection in CT scans Monika Grewal, Muktabh Mayank Srivastava, Pulkit Kumar, Srikrishna Var...	2018	213	6
311	Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation Sergii Stirenko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Yuri...	2018	109	6
312	Data augmentation importance for classification of skin lesions via deep learning Enes Ayan, Halil Murat Ünver	2018	77	6
313	Lung Cancer Survival Prediction via Machine Learning Regression, Classification, and Statistical Techniques James A. Bartholomai, Hermann B. Frieboes	2018	61	6
314	Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning Steven Horng, David A. Sontag, Yoni Halpern, Yacine Jernite, Nathan Iv...	2017	308	6
315	Developing a dengue forecast model using machine learning: A case study in China Pi Guo, Tao Liu, Qin Zhang, Li Wang, Jianpeng Xiao, Qingying Zhang, Ga...	2017	263	6
316	A method for classifying medical images using transfer learning: A pilot study on histopathology of breast cancer Jongwon Chang, Jisang Yu, Taehwa Han, Hyuk‐Jae Chang, Eunjeong Park	2017	115	6
317	Multivariate Analysis and Machine Learning in Cerebral Palsy Research Jing Zhang	2017	32	6
318	Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images Jun Xu, Lei Xiang, Qingshan Liu, Hannah L. Gilmore, Jianzhong Wu, Tang...	2015	851	6
319	Machine-learning prediction of cancer survival: a retrospective study using electronic administrative records and a cancer registry Sunil Gupta, Truyen Tran, Wei Luo, Dinh Phung, Richard Lee Kennedy, A....	2014	118	6
320	The Use of Machine Learning Methodologies to Analyse Antibiotic and Biocide Susceptibility in Staphylococcus aureus Joana Rosado Coelho, João André Carriço, Daniel R. Knight, José Luis M...	2013	52	6
321	LLM-assisted systematic review of large language models in clinical medicine Sully F. Chen, Anton Alyakin, Andreas Seas, Eunice Yang, Joanne J. Cho...	2026	67	5
322	The emergence of large language models as tools in literature reviews: a large language model-assisted systematic review Dmitry Scherbakov, Nina Hubig, Vinita Gangaram Jansari, Alexander Baku...	2025	145	5
323	Clinical Large Language Model Evaluation by Expert Review (CLEVER): Framework Development and Validation Veysel Kocaman, Mustafa Aytuğ Kaya, Andrei Marian Feier, David Talby	2025	23	5
324	Evaluating clinical AI summaries with large language models as judges Emma Croxford, Yanjun Gao, Elliot First, Nicholas Pellegrino, Miranda...	2025	47	5
325	Large Language Model Assistant for Emergency Department Discharge Documentation Ji Woo Song, Junseong Park, Ji Hoon Kim, Seng Chan You	2025	33	5
326	Enhancing Radiologist Productivity with Artificial Intelligence in Magnetic Resonance Imaging (MRI): A Narrative Review Arun Nair, Wilson Ong, Aric Lee, Naomi Wenxin Leow, Andrew Makmur, Yon...	2025	30	5
327	A deep learning-based dual-branch framework for automated skin lesion segmentation and classification via dermoscopic Images Hamza Abu Owida, Ibrahim Abd El‐Fattah, Suhaila Farhan Ahmad Abuowaida...	2025	23	5
328	Design of target specific peptide inhibitors using generative deep learning and molecular dynamics simulations Sijie Chen, Tong Lin, Ruchira Basu, Jeremy L. Ritchey, Shen Wang, Yich...	2024	319	5
329	Optimization of hepatological clinical guidelines interpretation by large language models: a retrieval augmented generation-based framework Simone Kresevic, Mauro Giuffrè, Miloš Ajčević, Agostino Accardo, Lory...	2024	201	5
330	Multi-omics approaches to studying gastrointestinal microbiome in the context of precision medicine and machine learning Jingyue Wu, Stephanie S. Singleton, Urnisha Bhuiyan, Lori Krammer, Raj...	2024	77	5
331	Large language models for structured reporting in radiology: past, present, and future Felix Busch, Lena Hoffmann, Daniel Pinto dos Santos, Marcus R. Makowsk...	2024	129	5
332	Distilling large language models for matching patients to clinical trials Mauro Andrés Nievas Offidani, Aditya Basu, Yanshan Wang, Hrituraj Sing...	2024	67	5
333	Use of responsible artificial intelligence to predict health insurance claims in the USA using machine learning algorithms A. N. M. Sajedul Alam, Victor R. Prybutok	2024	19	5
334	Cataract-1K Dataset for Deep-Learning-Assisted Analysis of Cataract Surgery Videos Negin Ghamsarian, Yosuf El‐Shabrawi, Sahar Nasirihaghighi, Doris Putzg...	2024	30	5
335	Application of machine learning in breast cancer survival prediction using a multimethod approach Seyedeh Zahra Hamedi, Hassan Emami, Maryam Khayamzadeh, Reza Rabiei, M...	2024	23	5
336	Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark Martin Wagner, Beat Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patr...	2023	100	5
337	Cardiovascular complications in a diabetes prediction model using machine learning: a systematic review Ooi Ting Kee, Harmiza Harun, Norlaila Mustafa, Nor Azian Abdul Murad,...	2023	80	5
338	A Survey of Automatic Speech Recognition for Dysarthric Speech Zhaopeng Qian, Kejing Xiao	2023	43	5
339	Validation of a Deep Learning Chest X-ray Interpretation Model: Integrating Large-Scale AI and Large Language Models for Comparative Analysis with ChatGPT Kyu Hong Lee, Ro Woon Lee, Ye Eun Kwon	2023	29	5
340	APOGEE 2: multi-layer machine-learning model for the interpretable prediction of mitochondrial missense variants Salvatore Daniele Bianco, Luca Parca, Francesco Petrizzelli, Tommaso B...	2023	42	5
341	Artificial intelligence in knee osteoarthritis: A comprehensive review for 2022 Ozkan Cigdem, Cem Murat Deniz	2023	34	5
342	Machine learning in predicting outcomes for stroke patients following rehabilitation treatment: A systematic review Wanting Zu, Xuemiao Huang, Tianxin Xu, Lin Du, Yiming Wang, Lisheng Wa...	2023	27	5
343	Medical image segmentation using deep learning: A survey Risheng Wang, Tao Lei, Ruixia Cui, Bingtao Zhang, Hongying Meng, Asoke...	2022	845	5
344	Deep learning in macroscopic diffuse optical imaging Jason T. Smith, Marien Ochoa, Denzel E. Faulkner, Grant Haskins, Xavie...	2022	45	5
345	Human disease prediction from microbiome data by multiple feature fusion and deep learning Xingjian Chen, Zifan Zhu, Weitong Zhang, Yuchen Wang, Fuzhou Wang, Jia...	2022	30	5
346	Deep learning model-assisted detection of kidney stones on computed tomography Alper Caglayan, Mustafa Ozan Horsanalı, Kenan Kocadurdu, Eren Ismailog...	2022	94	5
347	Re-Routing Drugs to Blood Brain Barrier: A Comprehensive Analysis of Machine Learning Approaches With Fingerprint Amalgamation and Data Balancing Mohammed Yusuf Ansari, Vaisali Chandrasekar, Ajay Vikram Singh, Sarada...	2022	82	5
348	Artificial Intelligence–Driven Ultra-Fast Superresolution MRI Dana J. Lin, Sven S. Walter, Jan Marie Fritz	2022	81	5
349	A Low-Cost High-Performance Data Augmentation for Deep Learning-Based Skin Lesion Classification Shuwei Shen, Mengjuan Xu, Fan Zhang, Pengfei Shao, Honghong Liu, Liang...	2022	61	5
350	Machine learning models for prediction of adverse events after percutaneous coronary intervention Nozomi Niimi, Yasuyuki Shiraishi, Mitsuaki Sawano, Nobuhiro Ikemura, T...	2022	48	5
351	The impact of chemotherapy and survival prediction by machine learning in early Elderly Triple Negative Breast Cancer (eTNBC): a population based study from the SEER database Kaiyan Huang, Jie Zhang, Yushuai Yu, Yuxiang Lin, Chuangui Song	2022	37	5
352	Surgical instrument detection and tracking technologies: Automating dataset labeling for surgical skill assessment Shubhangi Nema, Leena Vachhani	2022	38	5
353	GAN-TL: Generative Adversarial Networks with Transfer Learning for MRI Reconstruction Muhammad Yaqub, Jinchao Feng, Shahzad Ahmed, Kaleem Arshid, Muhammad A...	2022	28	5
354	A Deep Learning Algorithm for Detecting Acute Pericarditis by Electrocardiogram Yu‐Lan Liu, Chin‐Sheng Lin, Cheng‐Chung Cheng, Chin S. Lin	2022	24	5
355	Explainable machine learning can outperform Cox regression predictions and provide insights in breast cancer survival Arturo Moncada‐Torres, Marissa Corine van Maaren, Mathijs P. Hendriks,...	2021	335	5
356	Deep neural network correlation learning mechanism for CT brain tumor detection Marcin Woźniak, Jakub Siłka, Michał Wieczorek	2021	284	5
357	Machine Learning and Deep Learning Methods for Skin Lesion Classification and Diagnosis: A Systematic Review Mohamed A. A. Kassem, Khalid Mohamed Hosny, Robertas Damaševičius, Moh...	2021	270	5
358	It takes guts to learn: machine learning techniques for disease detection from the gut microbiome Kristen D. Curry, Michael G. Nute, Todd J. Treangen	2021	30	5
359	Benchmarking deep learning splice prediction tools using functional splice assays Tabea Riepe, Mubeen Khan, Susanne Roosing, Frans P.M. Cremers, Peter A...	2021	100	5
360	A deep learning model for the classification of indeterminate lung carcinoma in biopsy whole slide images Fahdi Kanavati, Gouji Toyokawa, Seiya Momosaki, Hiroaki Takeoka, Masak...	2021	57	5
361	Effectiveness of Transfer Learning for Deep Learning-Based Electrocardiogram Analysis Jong-Hwan Jang, Tae Young Kim, Dukyong Yoon	2021	43	5
362	CLECG: A Novel Contrastive Learning Framework for Electrocardiogram Arrhythmia Classification Hui Chen, Guijin Wang, Guodong Zhang, Ping Zhang, Huazhong Yang	2021	35	5
363	Detection of sarcopenic obesity and prediction of long‐term survival in patients with gastric cancer using preoperative computed tomography and machine learning Jae Hyuk Kim, Seung Hee Han, Hyoung‐Il Kim	2021	34	5
364	DeepMicro: deep representation learning for disease prediction based on microbiome data Min Oh, Liqing Zhang	2020	189	5
365	Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks Salman Ul Hassan Dar, Mahmut Yurt, Mo Shahdloo, M. Emrullah Ildiz, Ber...	2020	174	5
366	Machine learning applied to retinal image processing for glaucoma detection: review and perspective Daniele M. S. Barros, Julio C. C. Moura, Cefas Rodrigues Freire, Alexa...	2020	138	5
367	A deep learning, image based approach for automated diagnosis for inflammatory skin diseases Haijing Wu, Heng Yin, Haipeng Chen, Moyuan Sun, Xiaoqing Liu, Yizhou Y...	2020	126	5
368	Evaluation of Surgical Skills during Robotic Surgery by Deep Learning-Based Multiple Surgical Instrument Tracking in Training and Actual Operations Dongheon Lee, Hyeong Won Yu, Hyungju Kwon, Hyoun‐Joong Kong, Kyu Eun L...	2020	107	5
369	Assisted deep learning framework for multi-class skin lesion classification considering a binary classification support Balázs Harangi, Ágnes Baran, András Hajdú	2020	79	5
370	Deep Learning for Diagnostic Binary Classification of Multiple-Lesion Skin Diseases Kenneth Græbild Thomsen, Anja Liljedahl Christensen, Lars Iversen, Han...	2020	68	5
371	Diagnosing Heart Failure from Chest X-Ray Images Using Deep Learning Takuya Matsumoto, Satoshi Kodera, Hiroki Shinohara, Hirotaka Ieki, Tos...	2020	66	5
372	Skin Lesion Classification using Deep Learning Architectures Abhishek C. Salian, Shalaka Vaze, Pragya Singh, Gulam Nasir Shaikh, Sa...	2020	49	5
373	Development and Validation of a Quick Sepsis-Related Organ Failure Assessment-Based Machine-Learning Model for Mortality Prediction in Patients with Suspected Infection in the Emergency Department Young Suk Kwon, Moon Seong Baek	2020	29	5
374	Faculty Opinions recommendation of Deep learning enables rapid identification of potent DDR1 kinase inhibitors. Peter R Bernstein	2019	n/a	5
375	Deep Learning Based Noise Reduction for Brain MR Imaging: Tests on Phantoms and Healthy Volunteers Masafumi Kidoh, Kensuke Shinoda, Mika Kitajima, Kenzo Isogawa, Masahit...	2019	242	5
376	Deep learning-based automated detection of retinal diseases using optical coherence tomography images Li Feng, Hua Chen, Zheng Liu, Xue‐dian Zhang, Minshan Jiang, Zhizheng...	2019	193	5
377	An Online Calculator for the Prediction of Survival in Glioblastoma Patients Using Classical Statistics and Machine Learning Joeky T. Senders, Patrick C. Staples, Alireza Mehrtash, David J. Coté,...	2019	127	5
378	Machine learning models for predicting post-cystectomy recurrence and survival in bladder cancer patients Zaki Hasnain, Jeremy M. Mason, Karanvir S. Gill, Gus Miranda, Inderbir...	2019	83	5
379	Multimodal skin lesion classification using deep learning Jordan Yap, William Yolland, Philipp Tschandl	2018	323	5
380	Fréchet ChemNet Distance: A Metric for Generative Models for Molecules in Drug Discovery Kristina Preuer, Philipp Renz, Thomas Unterthiner, Sepp Hochreiter, Gü...	2018	345	5
381	CXNet-m1: Anomaly Detection on Chest X-Rays With Image-Based Deep Learning Shuaijing Xu, Hao Wu, Rongfang Bie	2018	122	5
382	Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images Korsuk Sirinukunwattana, Shan E Ahmed Raza, Yee‐Wah Tsang, David R. J....	2016	1,217	5
383	Deep Learning Applications for Predicting Pharmacological Properties of Drugs and Drug Repurposing Using Transcriptomic Data Alexander M. Aliper, Sergey Plis, Artem V. Artemov, Alvaro Ulloa, Poli...	2016	608	5
384	Machine Learning Approach for Skill Evaluation in Robotic-Assisted Surgery Mahtab Jahanbani Fard, Sattar Ameri, Ratna Babu Chinnam, Abhilash K. P...	2016	37	5
385	Modeling Epoxidation of Drug-like Molecules with a Deep Machine Learning Network Tyler B. Hughes, Grover Paul Miller, S. Joshua Swamidass	2015	203	5
386	Automated generation of discharge summaries: leveraging large language models with clinical data Matthias Ganzinger, Nicola Kunz, Pascal Fuchs, Cornelia K Lyu, Martin...	2025	53	4
387	Transforming Surgical Training With AI Techniques for Training, Assessment, and Evaluation: Scoping Review David Escobar-Castillejos, Ari Yair Barrera-Animas, Julieta Noguez, Al...	2025	22	4
388	Drug target prediction through deep learning functional representation of gene signatures Hao Chen, Frederick J. King, Bin Zhou, Yu Wang, Carter J. Canedy, Joel...	2024	95	4
389	Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence Jan‐Niklas Eckardt, Waldemar Hahn, Christoph Röllig, Sebastian Stasik,...	2024	64	4
390	Evaluation Framework of Large Language Models in Medical Documentation: Development and Usability Study Junhyuk Seo, Dasol Choi, Taerim Kim, Won Chul Cha, Minha Kim, Haanju Y...	2024	52	4
391	Machine learning-driven discovery of novel therapeutic targets in diabetic foot ulcers Xin Yu, Zhiwei Wu, Nan Zhang	2024	15	4
392	Why do users override alerts? Utilizing large language model to summarize comments and optimize clinical decision support Siru Liu, Allison B. McCoy, Aileen P. Wright, Scott D. Nelson, Sean S...	2024	35	4
393	Integration of Localized, Contextual, and Hierarchical Features in Deep Learning for Improved Skin Lesion Classification R. Karthik, Illakiya Thayumanaswamy, Menaka Radhakrishnan, Daehan Won,...	2024	24	4
394	Machine learning explainability in nasopharyngeal cancer survival using LIME and SHAP Rasheed Omobolaji Alabi, Mohammed Salem Elmusrati, Ilmo V.V. Leivo, Al...	2023	160	4
395	Non-Perturbative Identification and Subtyping of Amyloidosis in Human Kidney Tissue with Raman Spectroscopy and Machine Learning Jeong Hee Kim, Chi Zhang, Christopher John Sperati, Serena Maria Bagna...	2023	13	4
396	Prediction of Three-Directional Ground Reaction Forces during Walking Using a Shoe Sole Sensor System and Machine Learning Takeshi Yamaguchi, Yuya Takahashi, Yoshihiro Sasaki	2023	20	4
397	Development of postoperative delirium prediction models in patients undergoing cardiovascular surgery using machine learning algorithms Chie Nagata, Masahiro Hata, Yuki Miyazaki, Hirotada Masuda, Tamiki Wad...	2023	30	4
398	Thin-Slice Prostate MRI Enabled by Deep Learning Image Reconstruction Sebastian Gassenmaier, Verena Warm, Dominik M. Nickel, Elisabeth Weila...	2023	26	4
399	Preserving privacy in surgical video analysis using a deep learning classifier to identify out-of-body scenes in endoscopic videos Joël Lukas Lavanchy, Armine Vardazaryan, Pietro Mascagni, Giovanni Gu...	2023	25	4
400	Deep learning acceleration of multiscale superresolution localization photoacoustic imaging Jongbeom Kim, Gyuwon Kim, Lei S. Li, Pengfei Zhang, Jin Young Kim, Yeo...	2022	126	4
401	Image quality assessment for machine learning tasks using meta-reinforcement learning Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum,...	2022	50	4
402	Deep Learning for Skin Melanocytic Tumors in Whole-Slide Images: A Systematic Review Andrés Mosquera‐Zamudio, Laëtitia Launet, Zahra Tabatabaei, Rafael San...	2022	33	4
403	Multimodal deep learning for biomedical data fusion: a review Sören Richard Stahlschmidt, Benjamin Ulfenborg, Jane Synnergren	2021	750	4
404	Automation of surgical skill assessment using a three-stage machine learning algorithm Joël Lukas Lavanchy, Joël Zindel, Kadir Kirtac, Isabell Twick, Enes H...	2021	148	4
405	Automated claustrum segmentation in human brain MRI using deep learning Hongwei Li, Aurore Menegaux, Benita Schmitz‐Koep, Antonia Neubauer, Fe...	2021	28	4
406	Explaining deep neural networks for knowledge discovery in electrocardiogram analysis Steven Alexander Hicks, Jonas Lynggaard Isaksen, Vajira Lasantha Thamb...	2021	75	4
407	The Framing of machine learning risk prediction models illustrated by evaluation of sepsis in general wards Simon Meyer Lauritsen, Bo Thiesson, Marianne Johansson Jørgensen, Ande...	2021	61	4
408	A Speech Command Control-Based Recognition System for Dysarthric Patients Based on Deep Learning Technology Yu-Yi Lin, Wei-Zhong Zheng, Wei Chu, Ji-Yan Han, Ying-Hsiu Hung, Guan‐...	2021	35	4
409	Pill Detection Model for Medicine Inspection Based on Deep Learning Hyuk‐Ju Kwon, Hwi-Gang Kim, Sung-Hak Lee	2021	48	4
410	MR Images, Brain Lesions, and Deep Learning Darwin Castillo, Vasudevan Lakshminarayanan, María José Rodríguez-Álva...	2021	36	4
411	Deep Learning Models for Poorly Differentiated Colorectal Adenocarcinoma Classification in Whole Slide Images Using Transfer Learning Masayuki Tsuneki, Fahdi Kanavati	2021	28	4
412	The major effects of health-related quality of life on 5-year survival prediction among lung cancer survivors: applications of machine learning Jin-Ah Sim, Young Ae Kim, Ju Han Kim, Jong Mog Lee, Moon Soo Kim, Youn...	2020	63	4
413	Improving dysarthric speech recognition using empirical mode decomposition and convolutional neural network Mohammed Sidi Yakoub, Sid‐Ahmed Selouani, Brahim-Fares Zaidi, Asma Bou...	2020	65	4
414	The Auto-eFACE: Machine Learning–Enhanced Program Yields Automated Facial Palsy Assessment Tool Matthew Q. Miller, Tessa A. Hadlock, Emily Fortier, Diego L. Guarín	2020	75	4
415	Dysarthric Speech Recognition using Convolutional Recurrent Neural Networks Hussain Albaqshi, Alaa Sagheer	2020	24	4
416	Survival Prediction in Gallbladder Cancer Using CT Based Machine Learning Zefan Liu, Guannan Zhu, Xian Jiang, Yunuo Zhao, Hao Zeng, Jing Jing, X...	2020	23	4
417	Diagnosis of Pneumonia from Chest X-Ray Images Using Deep Learning Enes Ayan, Halil Murat Ünver	2019	410	4
418	Deep learning-based survival prediction of oral cancer patients Dong Wook Kim, Sanghoon Lee, Sunmo Kwon, Woong Nam, In–Ho Cha, Hyung J...	2019	320	4
419	Viable and necrotic tumor assessment from whole slide images of osteosarcoma using machine-learning and deep-learning models Harish Babu Arunachalam, Rashika Mishra, Ovidiu Daescu, Kevin Cederber...	2019	146	4
420	Classification of Paediatric Inflammatory Bowel Disease using Machine Learning Enrico Mossotto, James John Ashton, Tracy A F Coelho, R Mark Beattie,...	2017	157	4
421	Multi-categorical deep learning neural network to classify retinal images: A pilot study employing small database Joon Yul Choi, Tae Keun Yoo, Jeong Gi Seo, Jay Jiyong Kwak, Terry Taew...	2017	282	4
422	Surgical skill level classification model development using EEG and eye-gaze data and machine learning algorithms Somayeh B. Shafiei, Saeed Shadpour, James Lloyd Mohler, Farzan Sasango...	2023	25	3
423	Prediction of Poststroke Depression Based on the Outcomes of Machine Learning Algorithms Yeong Hwan Ryu, Seo‐Young Kim, Tae Uk Kim, Seong Jae Lee, Soo Jun Park...	2022	24	3
424	Electrocardiogram Quality Assessment Using Unsupervised Deep Learning Nick Seeuws, Maarten De Vos, Alexander Bertrand	2021	38	3

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