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AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation
Zou, Xuan, He, Weijie, Huang, Yu, Ouyang, Yi, Zhang, Zhen, Wu, Yu, Wu, Yongsheng, Feng, Lili, Wu, Sheng, Yang, Mengqi, Chen, Xuyan, Zheng, Yefeng, Jiang, Rui, Chen, Ting
Published in Journal of medical Internet research (23.08.2024)
Published in Journal of medical Internet research (23.08.2024)
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Journal Article
Robust diagnostic classification via Q-learning
Ardulov, Victor, Martinez, Victor R., Somandepalli, Krishna, Zheng, Shuting, Salzman, Emma, Lord, Catherine, Bishop, Somer, Narayanan, Shrikanth
Published in Scientific reports (03.06.2021)
Published in Scientific reports (03.06.2021)
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Journal Article
Identification of diagnostic markers related to oxidative stress and inflammatory response in diabetic kidney disease by machine learning algorithms: Evidence from human transcriptomic data and mouse experiments
Zhong, Ming, Zhu, Enyi, Li, Na, Gong, Lian, Xu, Hai, Zhong, Yong, Gong, Kai, Jiang, Shan, Wang, Xiaohua, Fei, Lingyan, Tang, Chun, Lei, Yan, Wang, Zhongli, Zheng, Zhihua
Published in Frontiers in endocrinology (Lausanne) (07.03.2023)
Published in Frontiers in endocrinology (Lausanne) (07.03.2023)
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Journal Article
Leveraging Deep Learning for Designing Healthcare Analytics Heuristic for Diagnostics
Shafqat, Sarah, Fayyaz, Maryyam, Khattak, Hasan Ali, Bilal, Muhammad, Khan, Shahid, Ishtiaq, Osama, Abbasi, Almas, Shafqat, Farzana, Alnumay, Waleed S., Chatterjee, Pushpita
Published in Neural processing letters (01.02.2023)
Published in Neural processing letters (01.02.2023)
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Journal Article
Interpretation of microbiota-based diagnostics by explaining individual classifier decisions
Eck, A., Zintgraf, L. M., de Groot, E. F. J., de Meij, T. G. J., Cohen, T. S., Savelkoul, P. H. M., Welling, M., Budding, A. E.
Published in BMC bioinformatics (04.10.2017)
Published in BMC bioinformatics (04.10.2017)
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Journal Article
MRI classification of progressive supranuclear palsy, Parkinson disease and controls using deep learning and machine learning algorithms for the identification of regions and tracts of interest as potential biomarkers
Volkmann, Heiko, Höglinger, Günter U., Grön, Georg, Bârlescu, Lavinia A., Müller, Hans-Peter, Kassubek, Jan
Published in Computers in biology and medicine (01.02.2025)
Published in Computers in biology and medicine (01.02.2025)
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Journal Article
Identification of diagnostic biomarkers and molecular subtype analysis associated with m6A in Tuberculosis immunopathology using machine learning
Ding, Shoupeng, Gao, Jinghua, Huang, Chunxiao, Zhou, Yuyang, Yang, Yimei, Cai, Zihan
Published in Scientific reports (02.12.2024)
Published in Scientific reports (02.12.2024)
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Journal Article
Identifying Existing Evidence to Potentially Develop a Machine Learning Diagnostic Algorithm for Cough in Primary Care Settings: Scoping Review
Cummerow, Julia, Wienecke, Christin, Engler, Nicola, Marahrens, Philip, Gruening, Philipp, Steinhäuser, Jost
Published in Journal of medical Internet research (14.12.2023)
Published in Journal of medical Internet research (14.12.2023)
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Journal Article
Smart Diagnostics for 3D CFET: A Machine Learning Approach to Failure Analysis
Mitard, Jerome, Kocak, Husnu Murat, Chiarella, Thomas, Sheng, Cassie, Demuyck, Steven, Horiguchi, Naoto
Published in Proceedings of the International Conference on Microelectronic Test Structures (24.03.2025)
Published in Proceedings of the International Conference on Microelectronic Test Structures (24.03.2025)
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Conference Proceeding
Artificial intelligence for understanding concussion: Retrospective cluster analysis on the balance and vestibular diagnostic data of concussion patients
Visscher, Rosa M. S., Feddermann-Demont, Nina, Romano, Fausto, Straumann, Dominik, Bertolini, Giovanni
Published in PloS one (02.04.2019)
Published in PloS one (02.04.2019)
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Journal Article
From hype to reality: data science enabling personalized medicine
Fröhlich, Holger, Balling, Rudi, Beerenwinkel, Niko, Kohlbacher, Oliver, Kumar, Santosh, Lengauer, Thomas, Maathuis, Marloes H., Moreau, Yves, Murphy, Susan A., Przytycka, Teresa M., Rebhan, Michael, Röst, Hannes, Schuppert, Andreas, Schwab, Matthias, Spang, Rainer, Stekhoven, Daniel, Sun, Jimeng, Weber, Andreas, Ziemek, Daniel, Zupan, Blaz
Published in BMC medicine (27.08.2018)
Published in BMC medicine (27.08.2018)
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Journal Article
Targeted Proteomics Guided by Label-free Quantitative Proteome Analysis in Saliva Reveal Transition Signatures from Health to Periodontal Disease
Bostanci, Nagihan, Selevsek, Nathalie, Wolski, Witold, Grossmann, Jonas, Bao, Kai, Wahlander, Asa, Trachsel, Christian, Schlapbach, Ralph, Öztürk, Veli Özgen, Afacan, Beral, Emingil, Gulnur, Belibasakis, Georgios N.
Published in Molecular & cellular proteomics (01.07.2018)
Published in Molecular & cellular proteomics (01.07.2018)
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Journal Article