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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
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
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
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
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
Explainable deep learning algorithm for distinguishing incomplete Kawasaki disease by coronary artery lesions on echocardiographic imaging
Lee, Haeyun, Eun, Yongsoon, Hwang, Jae Youn, Eun, Lucy Youngmin
Published in Computer methods and programs in biomedicine (01.08.2022)
Published in Computer methods and programs in biomedicine (01.08.2022)
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Journal Article
Advancements in opportunistic intracranial aneurysm screening: The impact of a deep learning algorithm on radiologists' analysis of T2-weighted cranial MRI
Teodorescu, Bianca, Gilberg, Leonard, Koç, Ali Murat, Goncharov, Andrei, Berclaz, Luc M, Wiedemeyer, Christian, Guzel, Hamza Eren, Ataide, Elmer Jeto Gomes
Published in Journal of stroke and cerebrovascular diseases (01.12.2024)
Published in Journal of stroke and cerebrovascular diseases (01.12.2024)
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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
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
Enhancing Tuberculosis Diagnosis and Treatment Outcomes: A Stacked Loopy Decision Tree Approach Empowered by Moth Search Algorithm Optimization
Khan, Huma, DSouza, Mithun, Babu, K. Suresh, Ramesh, Janjhyam Venkata Naga, Praneeth, K. R., Rao, Pinapati Lakshmana
Published in International journal of advanced computer science & applications (2024)
Published in International journal of advanced computer science & applications (2024)
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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
ExplAIn: Explanatory artificial intelligence for diabetic retinopathy diagnosis
Quellec, Gwenolé, Al Hajj, Hassan, Lamard, Mathieu, Conze, Pierre-Henri, Massin, Pascale, Cochener, Béatrice
Published in Medical image analysis (01.08.2021)
Published in Medical image analysis (01.08.2021)
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Journal Article
A review on omics-based biomarkers discovery for Alzheimer's disease from the bioinformatics perspectives: Statistical approach vs machine learning approach
Tan, Mei Sze, Cheah, Phaik-Leng, Chin, Ai-Vyrn, Looi, Lai-Meng, Chang, Siow-Wee
Published in Computers in biology and medicine (01.12.2021)
Published in Computers in biology and medicine (01.12.2021)
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Journal Article