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Fault detection diagnostic for HVAC systems via deep learning algorithms
Taheri, Saman, Ahmadi, Amirhossein, Mohammadi-Ivatloo, Behnam, Asadi, Somayeh
Published in Energy and buildings (01.11.2021)
Published in Energy and buildings (01.11.2021)
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Journal Article
Diagnostic Accuracy of a Deep Learning Algorithm for Detecting Unruptured Intracranial Aneurysms in Magnetic Resonance Angiography: A Multicenter Pivotal Trial
Ryu, Wi-Sun, Jeong, Sungmoon, Park, Jaechan, Park, Dougho, Kim, Heeyoung, Lee, Myungjae, Kim, Dongmin, Kim, Myungsoo, Kim, Byoung-joon, Lee, Hui Joong
Published in World neurosurgery (01.05.2025)
Published in World neurosurgery (01.05.2025)
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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
Deep learning analysis of left ventricular myocardium in CT angiographic intermediate-degree coronary stenosis improves the diagnostic accuracy for identification of functionally significant stenosis
van Hamersvelt, Robbert W., Zreik, Majd, Voskuil, Michiel, Viergever, Max A., Išgum, Ivana, Leiner, Tim
Published in European radiology (01.05.2019)
Published in European radiology (01.05.2019)
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Journal Article
Keratoconus Diagnostic and Treatment Algorithms Based on Machine-Learning Methods
Malyugin, Boris, Sakhnov, Sergej, Izmailova, Svetlana, Boiko, Ernest, Pozdeyeva, Nadezhda, Axenova, Lyubov, Axenov, Kirill, Titov, Aleksej, Terentyeva, Anna, Zakaraiia, Tamriko, Myasnikova, Viktoriya
Published in Diagnostics (Basel) (19.10.2021)
Published in Diagnostics (Basel) (19.10.2021)
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Journal Article
Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson’s Disease
Gao, Chao, Sun, Hanbo, Wang, Tuo, Tang, Ming, Bohnen, Nicolaas I., Müller, Martijn L. T. M., Herman, Talia, Giladi, Nir, Kalinin, Alexandr, Spino, Cathie, Dauer, William, Hausdorff, Jeffrey M., Dinov, Ivo D.
Published in Scientific reports (08.05.2018)
Published in Scientific reports (08.05.2018)
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Journal Article
Multiplexed single-cell morphometry for hematopathology diagnostics
Tsai, Albert G., Glass, David R., Juntilla, Marisa, Hartmann, Felix J., Oak, Jean S., Fernandez-Pol, Sebastian, Ohgami, Robert S., Bendall, Sean C.
Published in Nature medicine (01.03.2020)
Published in Nature medicine (01.03.2020)
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Journal Article
Utility of machine learning algorithms in assessing patients with a systemic right ventricle
Published in European heart journal cardiovascular imaging
(01.08.2019)
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Journal Article
Machine learning models identify ferroptosis-related genes as potential diagnostic biomarkers for Alzheimer’s disease
Deng, Yanyao, Feng, Yanjin, Lv, Zhicheng, He, Jinli, Chen, Xun, Wang, Chen, Yuan, Mingyang, Xu, Ting, Gao, Wenzhe, Chen, Dongjie, Zhu, Hongwei, Hou, Deren
Published in Frontiers in aging neuroscience (28.09.2022)
Published in Frontiers in aging neuroscience (28.09.2022)
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Journal Article
A Decision Support System for Diagnostics and Treatment Planning in Traumatic Brain Injury
Umer, Adil, Mattila, Jussi, Liedes, Hilkka, Koikkalainen, Juha, Lotjonen, Jyrki, Katila, Ari, Frantzen, Janek, Newcombe, Virginia, Tenovuo, Olli, Menon, David, van Gils, Mark
Published in IEEE journal of biomedical and health informatics (01.05.2019)
Published in IEEE journal of biomedical and health informatics (01.05.2019)
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Journal Article
Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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Journal Article
Model-Based and Model-Free Techniques for Amyotrophic Lateral Sclerosis Diagnostic Prediction and Patient Clustering
Tang, Ming, Gao, Chao, Goutman, Stephen A., Kalinin, Alexandr, Mukherjee, Bhramar, Guan, Yuanfang, Dinov, Ivo D.
Published in Neuroinformatics (Totowa, N.J.) (01.07.2019)
Published in Neuroinformatics (Totowa, N.J.) (01.07.2019)
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Journal Article
Explainable machine learning algorithm predicting working memory performance in Parkinson’s disease using task-fMRI
Yasuda, Eiji, Hattori, Takaaki, Shimano, Kaoru, Hase, Takeshi, Oyama, Jun, Yamagiwa, Ken, Kawauchi, Miho, Horovitz, Silvina G., Lungu, Codrin, Matsuzawa, Hitoshi, Hallett, Mark
Published in Journal of neurology (14.10.2025)
Published in Journal of neurology (14.10.2025)
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Journal Article
Automated prediction of the Thoracolumbar Injury Classification and Severity Score from CT using a novel deep learning algorithm
Doerr, Sophia A., Weber-Levine, Carly, Hersh, Andrew M., Awosika, Tolulope, Judy, Brendan, Jin, Yike, Raj, Divyaansh, Liu, Ann, Lubelski, Daniel, Jones, Craig K., Sair, Haris I., Theodore, Nicholas
Published in Neurosurgical focus (01.04.2022)
Published in Neurosurgical focus (01.04.2022)
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Journal Article