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A comprehensive review of machine learning techniques on diabetes detection
Sharma, Toshita, Shah, Manan
Published in Visual computing for industry, biomedicine and art (03.12.2021)
Published in Visual computing for industry, biomedicine and art (03.12.2021)
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Journal Article
A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms
Carrington, André M., Fieguth, Paul W., Qazi, Hammad, Holzinger, Andreas, Chen, Helen H., Mayr, Franz, Manuel, Douglas G.
Published in BMC medical informatics and decision making (06.01.2020)
Published in BMC medical informatics and decision making (06.01.2020)
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Journal Article
Using natural language processing to identify opioid use disorder in electronic health record data
Singleton, Jade, Li, Chengxi, Akpunonu, Peter D., Abner, Erin L., Kucharska-Newton, Anna M.
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2023)
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2023)
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Journal Article
Development of electronic health record based algorithms to identify individuals with diabetic retinopathy
Breeyear, Joseph H, Mitchell, Sabrina L, Nealon, Cari L, Hellwege, Jacklyn N, Charest, Brian, Khakharia, Anjali, Halladay, Christopher W, Yang, Janine, Garriga, Gustavo A, Wilson, Otis D, Basnet, Til B, Hung, Adriana M, Reaven, Peter D, Meigs, James B, Rhee, Mary K, Sun, Yang, Lynch, Mary G, Sobrin, Lucia, Brantley, Milam A, Sun, Yan V, Wilson, Peter W, Iyengar, Sudha K, Peachey, Neal S, Phillips, Lawrence S, Edwards, Todd L, Giri, Ayush
Published in Journal of the American Medical Informatics Association : JAMIA (01.11.2024)
Published in Journal of the American Medical Informatics Association : JAMIA (01.11.2024)
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Journal Article
An Artificial Neural Network Approach and a Data Augmentation Algorithm to Systematize the Diagnosis of Deep-Vein Thrombosis by Using Wells’ Criteria
Fong-Mata , María Berenice, García-Guerrero , Enrique Efrén, Mejía-Medina, David Abdel, López-Bonilla , Oscar Roberto, Villarreal-Gómez , Luis Jesús, Zamora-Arellano, Francisco, López-Mancilla , Didier, Inzunza-González , Everardo
Published in Electronics (Basel) (01.11.2020)
Published in Electronics (Basel) (01.11.2020)
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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
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
Predicting the Risk of Sleep Disorders Using a Machine Learning–Based Simple Questionnaire: Development and Validation Study
Ha, Seokmin, Choi, Su Jung, Lee, Sujin, Wijaya, Reinatt Hansel, Kim, Jee Hyun, Joo, Eun Yeon, Kim, Jae Kyoung
Published in Journal of medical Internet research (21.09.2023)
Published in Journal of medical Internet research (21.09.2023)
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Journal Article