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Mobile and wearable sensors for data-driven health monitoring system: State-of-the-art and future prospect
Virginia Anikwe, Chioma, Friday Nweke, Henry, Chukwu Ikegwu, Anayo, Adolphus Egwuonwu, Chukwunonso, Uchenna Onu, Fergus, Rita Alo, Uzoma, Wah Teh, Ying
Published in Expert systems with applications (15.09.2022)
Published in Expert systems with applications (15.09.2022)
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Journal Article
Inconsistency in the use of the term “validation” in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging
Kim, Dong Wook, Jang, Hye Young, Ko, Yousun, Son, Jung Hee, Kim, Pyeong Hwa, Kim, Seon-Ok, Lim, Joon Seo, Park, Seong Ho
Published in PLOS ONE (11.09.2020)
Published in PLOS ONE (11.09.2020)
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Journal Article
A Continuously Updated, Computationally Efficient Stress Recognition Framework Using Electroencephalogram (EEG) by Applying Online Multitask Learning Algorithms (OMTL)
Jebelli, Houtan, Mahdi Khalili, Mohammad, Lee, SangHyun
Published in IEEE journal of biomedical and health informatics (01.09.2019)
Published in IEEE journal of biomedical and health informatics (01.09.2019)
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Journal Article
Accuracy of Machine Learning Algorithms for the Diagnosis of Autism Spectrum Disorder: Systematic Review and Meta-Analysis of Brain Magnetic Resonance Imaging Studies
Moon, Sun Jae, Hwang, Jinseub, Kana, Rajesh, Torous, John, Kim, Jung Won
Published in JMIR mental health (20.12.2019)
Published in JMIR mental health (20.12.2019)
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Journal Article
Predicting eyes at risk for rapid glaucoma progression based on an initial visual field test using machine learning
Shuldiner, Scott R., Boland, Michael V., Ramulu, Pradeep Y., De Moraes, C. Gustavo, Elze, Tobias, Myers, Jonathan, Pasquale, Louis, Wellik, Sarah, Yohannan, Jithin
Published in PloS one (16.04.2021)
Published in PloS one (16.04.2021)
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Journal Article
Development and testing of a deep learning algorithm to detect lung consolidation among children with pneumonia using hand-held ultrasound
Kessler, David, Zhu, Meihua, Gregory, Cynthia R., Mehanian, Courosh, Avila, Jailyn, Avitable, Nick, Coneybeare, Di, Das, Devjani, Dessie, Almaz, Kennedy, Thomas M., Rabiner, Joni, Malia, Laurie, Ng, Lorraine, Nye, Megan, Vindas, Marc, Weimersheimer, Peter, Kulhare, Sourabh, Millin, Rachel, Gregory, Kenton, Zheng, Xinliang, Horning, Matthew P., Stone, Mike, Wang, Fen, Lancioni, Christina
Published in PloS one (27.08.2024)
Published in PloS one (27.08.2024)
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Journal Article
Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography
Kasim, Sazzli, Tang, Junjie, Malek, Sorayya, Ibrahim, Khairul Shafiq, Shariff, Raja Ezman Raja, Chima, Jesvinna Kaur
Published in PloS one (12.09.2024)
Published in PloS one (12.09.2024)
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Journal Article
Validation of a machine learning algorithm to identify pulmonary vein isolation during ablation procedures for the treatment of atrial fibrillation: results of the PVISION study
De Pooter, Jan, Timmers, Liesbeth, Boveda, Serge, Combes, Stephane, Knecht, Sebastien, Almorad, Alexandre, De Asmundis, Carlos, Duytschaever, Mattias
Published in Europace (London, England) (02.05.2024)
Published in Europace (London, England) (02.05.2024)
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Journal Article