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Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy
Sayres, Rory, Taly, Ankur, Rahimy, Ehsan, Blumer, Katy, Coz, David, Hammel, Naama, Krause, Jonathan, Narayanaswamy, Arunachalam, Rastegar, Zahra, Wu, Derek, Xu, Shawn, Barb, Scott, Joseph, Anthony, Shumski, Michael, Smith, Jesse, Sood, Arjun B., Corrado, Greg S., Peng, Lily, Webster, Dale R.
Published in Ophthalmology (Rochester, Minn.) (01.04.2019)
Published in Ophthalmology (Rochester, Minn.) (01.04.2019)
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Journal Article
Predicting nutritional status for women of childbearing age from their economic, health, and demographic features: A supervised machine learning approach
Khudri, Md. Mohsan, Rhee, Kang Keun, Hasan, Mohammad Shabbir, Ahsan, Karar Zunaid
Published in PloS one (12.05.2023)
Published in PloS one (12.05.2023)
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Journal Article
An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction
Attia, Zachi I, Noseworthy, Peter A, Lopez-Jimenez, Francisco, Asirvatham, Samuel J, Deshmukh, Abhishek J, Gersh, Bernard J, Carter, Rickey E, Yao, Xiaoxi, Rabinstein, Alejandro A, Erickson, Brad J, Kapa, Suraj, Friedman, Paul A
Published in The Lancet (British edition) (07.09.2019)
Published in The Lancet (British edition) (07.09.2019)
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Journal Article
Improving Multi-Tumor Biomarker Health Check-Up Tests with Machine Learning Algorithms
Wang, Hsin-Yao, Chen, Chun-Hsien, Shi, Steve, Chung, Chia-Ru, Wen, Ying-Hao, Wu, Min-Hsien, Lebowitz, Michael S., Zhou, Jiming, Lu, Jang-Jih
Published in Cancers (01.06.2020)
Published in Cancers (01.06.2020)
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Journal Article
Comparative investigation of bagging enhanced machine learning for early detection of HCV infections using class imbalance technique with feature selection
Tusher, Ekramul Haque, Ismail, Mohd Arfian, Akib, Abdullah, Gabralla, Lubna A., Ibrahim, Ashraf Osman, Som, Hafizan Mat, Remli, Muhammad Akmal
Published in PloS one (26.06.2025)
Published in PloS one (26.06.2025)
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Journal Article
Evaluating the generalisability of region-naïve machine learning algorithms for the identification of epilepsy in low-resource settings
Duta, Ioana, Kariuki, Symon M, Ngugi, Anthony K, Mwesige, Angelina Kakooza, Masanja, Honorati, Mwanga, Daniel M, Owusu-Agyei, Seth, Wagner, Ryan, Cross, J Helen, Sander, Josemir W, Newton, Charles R, Sen, Arjune, Jones, Gabriel Davis
Published in PLOS digital health (01.02.2025)
Published in PLOS digital health (01.02.2025)
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Journal Article
Type 2 Diabetes Screening Test by Means of a Pulse Oximeter
Moreno, Enrique Monte, Lujan, Maria Jose Anyo, Rusinol, Montse Torrres, Fernandez, Paqui Juarez, Manrique, Pilar Nunez, Trivino, Cristina Aragon, Miquel, Magda Pedrosa, Rodriguez, Marife Alvarez, Burguillos, M. Jose Gonzalez
Published in IEEE transactions on biomedical engineering (01.02.2017)
Published in IEEE transactions on biomedical engineering (01.02.2017)
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Journal Article
Publication
Replicating prediction algorithms for hospitalization and corticosteroid use in patients with inflammatory bowel disease
Gan, Ryan W., Sun, Diana, Tatro, Amanda R., Cohen-Mekelburg, Shirley, Wiitala, Wyndy L., Zhu, Ji, Waljee, Akbar K.
Published in PloS one (20.09.2021)
Published in PloS one (20.09.2021)
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Journal Article
Identifying and evaluating clinical subtypes of Alzheimer’s disease in care electronic health records using unsupervised machine learning
Alexander, Nonie, Alexander, Daniel C., Barkhof, Frederik, Denaxas, Spiros
Published in BMC medical informatics and decision making (08.12.2021)
Published in BMC medical informatics and decision making (08.12.2021)
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Journal Article
Predicting the risk of hypertension using machine learning algorithms: A cross sectional study in Ethiopia
Islam, Md. Merajul, Alam, Md. Jahangir, Maniruzzaman, Md, Ahmed, N. A. M. Faisal, Ali, Md Sujan, Rahman, Md. Jahanur, Roy, Dulal Chandra
Published in PloS one (24.08.2023)
Published in PloS one (24.08.2023)
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Journal Article
Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study
Tan, Tien-En, Anees, Ayesha, Chen, Cheng, Li, Shaohua, Xu, Xinxing, Li, Zengxiang, Xiao, Zhe, Yang, Yechao, Lei, Xiaofeng, Ang, Marcus, Chia, Audrey, Lee, Shu Yen, Wong, Edmund Yick Mun, Yeo, Ian Yew San, Wong, Yee Ling, Hoang, Quan V, Wang, Ya Xing, Bikbov, Mukharram M, Nangia, Vinay, Jonas, Jost B, Chen, Yen-Po, Wu, Wei-Chi, Ohno-Matsui, Kyoko, Rim, Tyler Hyungtaek, Tham, Yih-Chung, Goh, Rick Siow Mong, Lin, Haotian, Liu, Hanruo, Wang, Ningli, Yu, Weihong, Tan, Donald Tiang Hwee, Schmetterer, Leopold, Cheng, Ching-Yu, Chen, Youxin, Wong, Chee Wai, Cheung, Gemmy Chui Ming, Saw, Seang-Mei, Wong, Tien Yin, Liu, Yong, Ting, Daniel Shu Wei
Published in The Lancet Digital Health (01.05.2021)
Published in The Lancet Digital Health (01.05.2021)
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Journal Article
Deep Learning Algorithm for Automated Cardiac Murmur Detection via a Digital Stethoscope Platform
Chorba, John S., Shapiro, Avi M., Le, Le, Maidens, John, Prince, John, Pham, Steve, Kanzawa, Mia M., Barbosa, Daniel N., Currie, Caroline, Brooks, Catherine, White, Brent E., Huskin, Anna, Paek, Jason, Geocaris, Jack, Elnathan, Dinatu, Ronquillo, Ria, Kim, Roy, Alam, Zenith H., Mahadevan, Vaikom S., Fuller, Sophie G., Stalker, Grant W., Bravo, Sara A., Jean, Dina, Lee, John J., Gjergjindreaj, Medeona, Mihos, Christos G., Forman, Steven T., Venkatraman, Subramaniam, McCarthy, Patrick M., Thomas, James D.
Published in Journal of the American Heart Association (04.05.2021)
Published in Journal of the American Heart Association (04.05.2021)
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Journal Article
Machine learning-based predictive modeling of angina pectoris in an elderly community-dwelling population: Results from the PoCOsteo study
Mousavi, Shahrokh, Jalalian, Zahrasadat, Afrashteh, Sima, Farhadi, Akram, Nabipour, Iraj, Larijani, Bagher
Published in PloS one (05.08.2025)
Published in PloS one (05.08.2025)
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Journal Article
Identifying clinically important COPD sub-types using data-driven approaches in primary care population based electronic health records
Pikoula, Maria, Quint, Jennifer Kathleen, Nissen, Francis, Hemingway, Harry, Smeeth, Liam, Denaxas, Spiros
Published in BMC medical informatics and decision making (18.04.2019)
Published in BMC medical informatics and decision making (18.04.2019)
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Journal Article
Derivation and validation of a clinical predictive model for longer duration diarrhea among pediatric patients in Kenya using machine learning algorithms
Ogwel, Billy, Mzazi, Vincent H., Awuor, Alex O., Okonji, Caleb, Anyango, Raphael O., Oreso, Caren, Ochieng, John B., Munga, Stephen, Nasrin, Dilruba, Tickell, Kirkby D., Pavlinac, Patricia B., Kotloff, Karen L., Omore, Richard
Published in BMC medical informatics and decision making (15.01.2025)
Published in BMC medical informatics and decision making (15.01.2025)
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Journal Article
Machine learning model based on survey assessment of sleep quality in chronic obstructive pulmonary disease patients
Öz, Miraç, Gülbay, Banu Eriş, Bulut, Barış, Aydınlı, Elif Akıncı, Kaya, Aslıhan Gürün, Yıldız, Öznur, Acıcan, Turan, Saryal, Sevgi
Published in PloS one (21.05.2025)
Published in PloS one (21.05.2025)
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Journal Article
Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial
Seol, Hee Yun, Shrestha, Pragya, Muth, Joy Fladager, Wi, Chung-Il, Sohn, Sunghwan, Ryu, Euijung, Park, Miguel, Ihrke, Kathy, Moon, Sungrim, King, Katherine, Wheeler, Philip, Borah, Bijan, Moriarty, James, Rosedahl, Jordan, Liu, Hongfang, McWilliams, Deborah B., Juhn, Young J.
Published in PloS one (02.08.2021)
Published in PloS one (02.08.2021)
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Journal Article