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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
Henry Gas Solubility Optimization Algorithm based Feature Extraction in Dermoscopic Images Analysis of Skin Cancer
Obayya, Marwa, Alhebri, Adeeb, Maashi, Mashael, S. Salama, Ahmed, Mustafa Hilal, Anwer, Alsaid, Mohamed Ibrahim, Osman, Azza Elneil, Alneil, Amani A.
Published in Cancers (04.04.2023)
Published in Cancers (04.04.2023)
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Journal Article
Self-paced learning and privileged information based KRR classification algorithm for diagnosis of Parkinson’s disease
Peng, Bo, Gong, Zhenjia, Zhang, Yu, Shen, Bo, Pang, Chunying, Zhang, Li, Dai, Yakang
Published in Neuroscience letters (01.01.2022)
Published in Neuroscience letters (01.01.2022)
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Journal Article
Using machine learning-based algorithms to construct cardiovascular risk prediction models for Taiwanese adults based on traditional and novel risk factors
Cheng, Chien-Hsiang, Lee, Bor-Jen, Nfor, Oswald Ndi, Hsiao, Chih-Hsuan, Huang, Yi-Chia, Liaw, Yung-Po
Published in BMC medical informatics and decision making (22.07.2024)
Published in BMC medical informatics and decision making (22.07.2024)
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Journal Article
Personalized machine learning models for noninvasive hypoglycemia detection in people with type 1 diabetes using a smartwatch: Insights into feature importance during waking and sleeping times
Mohamed, Yasmine M., Mancera, José, Brandenberg, Andreas, Fischli, Stefan, Havranek, Michael M.
Published in PloS one (25.06.2025)
Published in PloS one (25.06.2025)
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Journal Article
Low-cost and scalable machine learning model for identifying children and adolescents with poor oral health using survey data: An empirical study in Portugal
Lavado, Susana, Costa, Eduardo, Sturm, Niclas F., Tafferner, Johannes S., Rodrigues, Octávio, Pita Barros, Pedro, Zejnilovic, Leid
Published in PloS one (24.01.2025)
Published in PloS one (24.01.2025)
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Journal Article
A fine-grained image classification algorithm based on self-supervised learning and multi-feature fusion of blood cells
Jia, Nan, Guo, Jingxia, Li, Yan, Tang, Siyuan, Xu, Li, Liu, Liang, Xing, Junfeng
Published in Scientific reports (03.10.2024)
Published in Scientific reports (03.10.2024)
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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
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
FEMaLe: The use of machine learning for early diagnosis of endometriosis based on patient self-reported data—Study protocol of a multicenter trial
Balogh, Dora B., Hudelist, Gernot, Bļizņuks, Dmitrijs, Raghothama, Jayanth, Becker, Christian M., Horace, Roman, Krentel, Harald, Horne, Andrew W., Bourdel, Nicolas, Marki, Gabriella, Tomassetti, Carla, Kirk, Ulrik Bak, Acs, Nandor, Bokor, Attila
Published in PloS one (09.05.2024)
Published in PloS one (09.05.2024)
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Journal Article
A novel image deep learning–based sub-centimeter pulmonary nodule management algorithm to expedite resection of the malignant and avoid over-diagnosis of the benign
Yang, Xiongwen, Chu, Xiang-Peng, Huang, Shaohong, Xiao, Yi, Li, Dantong, Su, Xiaoyang, Qi, Yi-fan, Qiu, Zhen-bin, Wang, Yanqing, Tang, Wen-Fang, Wu, Yi-Long, Zhu, Qikui, Liang, Huiying, Zhong, Wen-Zhao
Published in European radiology (01.03.2024)
Published in European radiology (01.03.2024)
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Journal Article
Remote early detection of SARS-CoV-2 infections using a wearable-based algorithm: Results from the COVID-RED study, a prospective randomised single-blinded crossover trial
Zwiers, Laura C., Brakenhoff, Timo B., Goodale, Brianna M., Veen, Duco, Downward, George S., Kovacevic, Vladimir, Markovic, Andjela, Mitratza, Marianna, van Willigen, Marcel, Franks, Billy, van de Wijgert, Janneke, Montes, Santiago, Korkmaz, Serkan, Kjellberg, Jakob, Risch, Lorenz, Conen, David, Risch, Martin, Grossman, Kirsten, Weideli, Ornella C., Rispens, Theo, Bouwman, Jon, Folarin, Amos A., Bai, Xi, Dobson, Richard, Cronin, Maureen, Grobbee, Diederick E.
Published in PloS one (05.06.2025)
Published in PloS one (05.06.2025)
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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
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