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Identification of different manifestations of nonlinear stick–slip phenomena during creep groan braking noise by using the unsupervised learning algorithms k-means and self-organizing map
Prezelj, Jurij, Murovec, Jure, Huemer-Kals, Severin, Häsler, Karl, Fischer, Peter
Published in Mechanical systems and signal processing (01.03.2022)
Published in Mechanical systems and signal processing (01.03.2022)
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Journal Article
Machine learning algorithms as new screening approach for patients with endometriosis
Bendifallah, Sofiane, Puchar, Anne, Suisse, Stéphane, Delbos, Léa, Poilblanc, Mathieu, Descamps, Philippe, Golfier, Francois, Touboul, Cyril, Dabi, Yohann, Daraï, Emile
Published in Scientific reports (12.01.2022)
Published in Scientific reports (12.01.2022)
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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
Discrimination of indoor versus outdoor environmental state with machine learning algorithms in myopia observational studies
Ye, Bin, Liu, Kangping, Cao, Siting, Sankaridurg, Padmaja, Li, Wayne, Luan, Mengli, Zhang, Bo, Zhu, Jianfeng, Zou, Haidong, Xu, Xun, He, Xiangui
Published in Journal of translational medicine (18.09.2019)
Published in Journal of translational medicine (18.09.2019)
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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
Explainable machine-learning algorithms to differentiate bipolar disorder from major depressive disorder using self-reported symptoms, vital signs, and blood-based markers
Zhu, Ting, Liu, Xiaofei, Wang, Junren, Kou, Ran, Hu, Yao, Yuan, Minlan, Yuan, Cui, Luo, Li, Zhang, Wei
Published in Computer methods and programs in biomedicine (01.10.2023)
Published in Computer methods and programs in biomedicine (01.10.2023)
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Journal Article
Use of Machine Learning Algorithms Based on Text, Audio, and Video Data in the Prediction of Anxiety and Posttraumatic Stress in General and Clinical Populations: A Systematic Review
Ciharova, Marketa, Amarti, Khadicha, van Breda, Ward, Peng, Xianhua, Lorente-Català, Rosa, Funk, Burkhardt, Hoogendoorn, Mark, Koutsouleris, Nikolaos, Fusar-Poli, Paolo, Karyotaki, Eirini, Cuijpers, Pim, Riper, Heleen
Published in Biological psychiatry (1969) (01.10.2024)
Published in Biological psychiatry (1969) (01.10.2024)
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Journal Article
Deep Learning Algorithms for Behavioral Analysis in Diagnosing Neurodevelopmental Disorders
Alkahtani, Hasan, Ahmed, Zeyad, Aldhyani, Theyazn, Jadhav, Mukti, Alqarni, Ahmed
Published in Mathematics (Basel) (01.10.2023)
Published in Mathematics (Basel) (01.10.2023)
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Journal Article
Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation
Huang, Fanglin, Tan, Ee-Leng, Yang, Peng, Huang, Shan, Ou-Yang, Le, Cao, Jiuwen, Wang, Tianfu, Lei, Baiying
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
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Journal Article
Leveraging Marine Predators Algorithm with Deep Learning for Lung and Colon Cancer Diagnosis
Mengash, Hanan Abdullah, Alamgeer, Mohammad, Maashi, Mashael, Othman, Mahmoud, Hamza, Manar Ahmed, Ibrahim, Sara Saadeldeen, Zamani, Abu Sarwar, Yaseen, Ishfaq
Published in Cancers (03.03.2023)
Published in Cancers (03.03.2023)
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Journal Article