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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
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
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
Detection of obstructive sleep apnea using Belun Sleep Platform wearable with neural network-based algorithm and its combined use with STOP-Bang questionnaire
Yeh, Eric, Wong, Eileen, Tsai, Chih-Wei, Gu, Wenbo, Chen, Pai-Lien, Leung, Lydia, Wu, I-Chen, Strohl, Kingman P., Folz, Rodney J., Yar, Wail, Chiang, Ambrose A.
Published in PloS one (11.10.2021)
Published in PloS one (11.10.2021)
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Journal Article
Circulating miRNA’s biomarkers for early detection of hepatocellular carcinoma in Egyptian patients based on machine learning algorithms
Sayed, Gehad Ismail, Solyman, Mona, El Gedawy, Gamalat, Moemen, Yasmine S., Aboul-Ella, Hassan, Hassanien, Aboul Ella
Published in Scientific reports (29.02.2024)
Published in Scientific reports (29.02.2024)
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Journal Article
Assessing the efficacy of 2D and 3D CNN algorithms in OCT-based glaucoma detection
Rasel, Rafiul Karim, Wu, Fengze, Chiariglione, Marion, Choi, Stacey S., Doble, Nathan, Gao, Xiaoyi Raymond
Published in Scientific reports (23.05.2024)
Published in Scientific reports (23.05.2024)
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Journal Article
Deep learning–based automated detection algorithm for active pulmonary tuberculosis on chest radiographs: diagnostic performance in systematic screening of asymptomatic individuals
Lee, Jong Hyuk, Park, Sunggyun, Hwang, Eui Jin, Goo, Jin Mo, Lee, Woo Young, Lee, Sangho, Kim, Hyungjin, Andrews, Jason R., Park, Chang Min
Published in European radiology (01.02.2021)
Published in European radiology (01.02.2021)
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Journal Article
A web-based tool utilizing machine learning algorithms for predicting illicit drug use in emergency departments
Lu, Tsung-Chien, Lin, Chih-Chuan, Weng, Te-I, Chou, Fan-Ya, Fang, Cheng- Chung
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2025)
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2025)
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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
Estimation of non-alcoholic steatohepatitis (NASH) disease using clinical information based on the optimal combination of intelligent algorithms for feature selection and classification
Zamanian, Hamed, Shalbaf, Ahmad
Published in Computer methods in biomechanics and biomedical engineering (10.06.2024)
Published in Computer methods in biomechanics and biomedical engineering (10.06.2024)
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Journal Article