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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
Predictive ability of current machine learning algorithms for type 2 diabetes mellitus: A meta‐analysis
Kodama, Satoru, Fujihara, Kazuya, Horikawa, Chika, Kitazawa, Masaru, Iwanaga, Midori, Kato, Kiminori, Watanabe, Kenichi, Nakagawa, Yoshimi, Matsuzaka, Takashi, Shimano, Hitoshi, Sone, Hirohito
Published in Journal of diabetes investigation (01.05.2022)
Published in Journal of diabetes investigation (01.05.2022)
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Journal Article
Machine-learning algorithms define pathogen-specific local immune fingerprints in peritoneal dialysis patients with bacterial infections
Zhang, Jingjing, Friberg, Ida M., Kift-Morgan, Ann, Parekh, Gita, Morgan, Matt P., Liuzzi, Anna Rita, Lin, Chan-Yu, Donovan, Kieron L., Colmont, Chantal S., Morgan, Peter H., Davis, Paul, Weeks, Ian, Fraser, Donald J., Topley, Nicholas, Eberl, Matthias
Published in Kidney international (01.07.2017)
Published in Kidney international (01.07.2017)
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Journal Article
A diagnostic model for sepsis-induced acute lung injury using a consensus machine learning approach and its therapeutic implications
Zheng, Yongxin, Wang, Jinping, Ling, Zhaoyi, Zhang, Jiamei, Zeng, Yuan, Wang, Ke, Zhang, Yu, Nong, Lingbo, Sang, Ling, Xu, Yonghao, Liu, Xiaoqing, Li, Yimin, Huang, Yongbo
Published in Journal of translational medicine (12.09.2023)
Published in Journal of translational medicine (12.09.2023)
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Journal Article
Screening of Moyamoya Disease From Retinal Photographs: Development and Validation of Deep Learning Algorithms
Hong, JaeSeong, Yoon, Sangchul, Shim, Kyu Won, Park, Yu Rang
Published in Stroke (1970) (01.03.2024)
Published in Stroke (1970) (01.03.2024)
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Journal Article
Unsupervised machine-learning algorithms for the identification of clinical phenotypes in the osteoarthritis initiative database
Demanse, David, Saxer, Franziska, Lustenberger, Patrick, Tankó, László B., Nikolaus, Philipp, Rasin, Ilja, Brennan, Damian F., Roubenoff, Ronenn, Premji, Sumehra, Conaghan, Philip G, Schieker, Matthias
Published in Seminars in arthritis and rheumatism (01.02.2023)
Published in Seminars in arthritis and rheumatism (01.02.2023)
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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
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
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
Identification of diagnostic gene signatures and molecular mechanisms for non-alcoholic fatty liver disease and Alzheimer’s disease through machine learning algorithms
Jiang, Liqing, Wang, Qian, Jiang, Yingsong, Peng, Dadi, Zong, Kezhen, Li, Shan, Xie, Wenyuan, Zhang, Cheng, Li, Kaili, Wu, Zhongjun, Huang, Zuotian
Published in Clinica chimica acta (15.04.2024)
Published in Clinica chimica acta (15.04.2024)
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Journal Article
Machine learning algorithms assisted identification of post-stroke depression associated biological features
Zhang, Xintong, Wang, Xiangyu, Wang, Shuwei, Zhang, Yingjie, Wang, Zeyu, Yang, Qingyan, Wang, Song, Cao, Risheng, Yu, Binbin, Zheng, Yu, Dang, Yini
Published in Frontiers in neuroscience (08.03.2023)
Published in Frontiers in neuroscience (08.03.2023)
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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
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