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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
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
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
Machine learning algorithms to predict treatment success for patients with pulmonary tuberculosis
Ahamed Fayaz, Shaik, Babu, Lakshmanan, Paridayal, Loganathan, Vasantha, Mahalingam, Paramasivam, Palaniyandi, Sundarakumar, Karuppasamy, Ponnuraja, Chinnaiyan
Published in PloS one (16.10.2024)
Published in PloS one (16.10.2024)
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Journal Article
Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index
Juhn, Young J, Ryu, Euijung, Wi, Chung-Il, King, Katherine S, Malik, Momin, Romero-Brufau, Santiago, Weng, Chunhua, Sohn, Sunghwan, Sharp, Richard R, Halamka, John D
Published in Journal of the American Medical Informatics Association : JAMIA (14.06.2022)
Published in Journal of the American Medical Informatics Association : JAMIA (14.06.2022)
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Journal Article
RLMD-PA: A Reinforcement Learning-Based Myocarditis Diagnosis Combined with a Population-Based Algorithm for Pretraining Weights
Moravvej, Seyed Vahid, Alizadehsani, Roohallah, Khanam, Sadia, Sobhaninia, Zahra, Shoeibi, Afshin, Khozeimeh, Fahime, Sani, Zahra Alizadeh, Tan, Ru-San, Khosravi, Abbas, Nahavandi, Saeid, Kadri, Nahrizul Adib, Azizan, Muhammad Mokhzaini, Arunkumar, N., Acharya, U.Rajendra
Published in Contrast media and molecular imaging (2022)
Published in Contrast media and molecular imaging (2022)
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Journal Article
A review of automated sleep disorder detection
Xu, Shuting, Faust, Oliver, Seoni, Silvia, Chakraborty, Subrata, Barua, Prabal Datta, Loh, Hui Wen, Elphick, Heather, Molinari, Filippo, Acharya, U. Rajendra
Published in Computers in biology and medicine (01.11.2022)
Published in Computers in biology and medicine (01.11.2022)
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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
Screening of key biomarkers of tendinopathy based on bioinformatics and machine learning algorithms
Zhu, Ya xi, Huang, Jia qiang, Ming, Yu yang, Zhuang, Zhao, Xia, Hong
Published in PloS one (29.10.2021)
Published in PloS one (29.10.2021)
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Journal Article
Intelligent Occlusion Stabilization Splint with Stress-Sensor System for Bruxism Diagnosis and Treatment
Gao, Jinxia, Liu, Longjun, Gao, Peng, Zheng, Yihuan, Hou, Wenxuan, Wang, Junhui
Published in Sensors (Basel, Switzerland) (22.12.2019)
Published in Sensors (Basel, Switzerland) (22.12.2019)
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Journal Article
Regulation of AI algorithms for clinical decision support: a personal opinion
Kandarpa, Kris
Published in International journal for computer assisted radiology and surgery (01.04.2024)
Published in International journal for computer assisted radiology and surgery (01.04.2024)
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Journal Article
Artificial intelligence to differentiate asthma from COPD in medico-administrative databases
Joumaa, Hassan, Sigogne, Raphaël, Maravic, Milka, Perray, Lucas, Bourdin, Arnaud, Roche, Nicolas
Published in BMC pulmonary medicine (20.09.2022)
Published in BMC pulmonary medicine (20.09.2022)
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Journal Article
Artificial intelligence-enabled obesity prediction: A systematic review of cohort data analysis
Niakan Kalhori, Sharareh Rostam, Najafi, Farid, Hasannejadasl, Hajar, Heydari, Soroush
Published in International journal of medical informatics (Shannon, Ireland) (01.04.2025)
Published in International journal of medical informatics (Shannon, Ireland) (01.04.2025)
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Journal Article
Evaluation of the Predictive Ability and User Acceptance of Panoramix 2.0, an AI-Based E-Health Tool for the Detection of Cognitive Impairment
Valladares-Rodríguez, Sonia, Fernández-Iglesias, Manuel J., Anido-Rifón, Luis E., Pacheco-Lorenzo, Moisés
Published in Electronics (Basel) (01.11.2022)
Published in Electronics (Basel) (01.11.2022)
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Journal Article