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Learning from vertically distributed data across multiple sites: An efficient privacy-preserving algorithm for Cox proportional hazards model with variable selection
Miao, Guanhong, Yu, Lei, Yang, Jingyun, Bennett, David A., Zhao, Jinying, Wu, Samuel S.
Published in Journal of biomedical informatics (01.01.2024)
Published in Journal of biomedical informatics (01.01.2024)
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Journal Article
Comparison of Selected Machine Learning Algorithms in the Analysis of Mental Health Indicators
Bieliński, Adrian, Rojek, Izabela, Mikołajewski, Dariusz
Published in Electronics (Basel) (01.11.2023)
Published in Electronics (Basel) (01.11.2023)
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Journal Article
An algorithm for detecting cow lameness based on ensemble learning of keypoint motion features
Shen, Yuhao, Li, Baoshan, Wang, Yueming, Li, Qi, Zhang, Zhirong
Published in Journal of dairy science (01.10.2025)
Published in Journal of dairy science (01.10.2025)
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Journal Article
Prediction and detection of freezing of gait in Parkinson’s disease from plantar pressure data using long short-term memory neural-networks
Shalin, Gaurav, Pardoel, Scott, Lemaire, Edward D., Nantel, Julie, Kofman, Jonathan
Published in Journal of neuroengineering and rehabilitation (27.11.2021)
Published in Journal of neuroengineering and rehabilitation (27.11.2021)
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Journal Article
Classifying MCI Subtypes in Community-Dwelling Elderly Using Cross-Sectional and Longitudinal MRI-Based Biomarkers
Guan, Hao, Liu, Tao, Jiang, Jiyang, Tao, Dacheng, Zhang, Jicong, Niu, Haijun, Zhu, Wanlin, Wang, Yilong, Cheng, Jian, Kochan, Nicole A., Brodaty, Henry, Sachdev, Perminder, Wen, Wei
Published in Frontiers in aging neuroscience (26.09.2017)
Published in Frontiers in aging neuroscience (26.09.2017)
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Journal Article
Battery Thermal Runaway Fault Prognosis in Electric Vehicles Based on Abnormal Heat Generation and Deep Learning Algorithms
Li, Da, Liu, Peng, Zhang, Zhaosheng, Zhang, Lei, Deng, Junjun, Wang, Zhenpo, Dorrell, David G., Li, Weihan, Sauer, Dirk Uwe
Published in IEEE transactions on power electronics (01.07.2022)
Published in IEEE transactions on power electronics (01.07.2022)
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Journal Article
Comparative analysis of machine learning algorithms for Alzheimer's disease classification using EEG signals and genetic information
Yu, Wei-Yang, Sun, Ting-Hsuan, Hsu, Kai-Cheng, Wang, Chia-Chun, Chien, Shang-Yu, Tsai, Chon-Haw, Yang, Yu-Wan
Published in Computers in biology and medicine (01.06.2024)
Published in Computers in biology and medicine (01.06.2024)
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Journal Article
Comparing the performance of statistical, machine learning, and deep learning algorithms to predict time-to-event: A simulation study for conversion to mild cognitive impairment
Billichová, Martina, Coan, Lauren Joyce, Czanner, Silvester, Kováčová, Monika, Sharifian, Fariba, Czanner, Gabriela
Published in PloS one (22.01.2024)
Published in PloS one (22.01.2024)
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Journal Article
Real-time counting of wheezing events from lung sounds using deep learning algorithms: Implications for disease prediction and early intervention
Im, Sunghoon, Kim, Taewi, Min, Choongki, Kang, Sanghun, Roh, Yeonwook, Kim, Changhwan, Kim, Minho, Kim, Seung Hyun, Shim, KyungMin, Koh, Je-sung, Han, Seungyong, Lee, JaeWang, Kim, Dohyeong, Kang, Daeshik, Seo, SungChul
Published in PloS one (20.11.2023)
Published in PloS one (20.11.2023)
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Journal Article
Predicting complications of diabetes mellitus using advanced machine learning algorithms
Ljubic, Branimir, Hai, Ameen Abdel, Stanojevic, Marija, Diaz, Wilson, Polimac, Daniel, Pavlovski, Martin, Obradovic, Zoran
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2020)
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2020)
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Journal Article