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Big data dimensionality reduction-based supervised machine learning algorithms for NASH diagnosis
Tutsoy, Onder, Ozturk, Huseyin Ali, Sumbul, Hilmi Erdem
Published in BMC bioinformatics (21.10.2025)
Published in BMC bioinformatics (21.10.2025)
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Journal Article
Usability of machine learning algorithms based on electronic health records for the prediction of acute kidney injury and transition to acute kidney disease: A proof of concept study
Ruinelli, Lorenzo, Cippà, Pietro, Sieber, Chantal, Di Serio, Clelia, Ferrari, Paolo, Bellasi, Antonio
Published in PloS one (01.07.2025)
Published in PloS one (01.07.2025)
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Journal Article
Machine learning algorithms’ accuracy in predicting kidney disease progression: a systematic review and meta-analysis
Lei, Nuo, Zhang, Xianlong, Wei, Mengting, Lao, Beini, Xu, Xueyi, Zhang, Min, Chen, Huifen, Xu, Yanmin, Xia, Bingqing, Zhang, Dingjun, Dong, Chendi, Fu, Lizhe, Tang, Fang, Wu, Yifan
Published in BMC medical informatics and decision making (01.08.2022)
Published in BMC medical informatics and decision making (01.08.2022)
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Journal Article
Score and Correlation Coefficient-Based Feature Selection for Predicting Heart Failure Diagnosis by Using Machine Learning Algorithms
Senan, Ebrahim Mohammed, Abunadi, Ibrahim, Jadhav, Mukti E., Fati, Suliman Mohamed
Published in Computational and mathematical methods in medicine (20.12.2021)
Published in Computational and mathematical methods in medicine (20.12.2021)
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Journal Article
Research on Node Fault Diagnosis in Wireless Sensor Networks Based on a Constrained Data Maximum Entropy BN Parameter Learning Algorithm
Zhao, Huiqin, Luo, Jiang, Rong, Li
Published in Journal of advanced computational intelligence and intelligent informatics (20.01.2025)
Published in Journal of advanced computational intelligence and intelligent informatics (20.01.2025)
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Journal Article
Machine learning algorithm for early detection of end-stage renal disease
Segal, Zvi, Kalifa, Dan, Radinsky, Kira, Ehrenberg, Bar, Elad, Guy, Maor, Gal, Lewis, Maor, Tibi, Muhammad, Korn, Liat, Koren, Gideon
Published in BMC nephrology (27.11.2020)
Published in BMC nephrology (27.11.2020)
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Journal Article
Development of an Expert-Level Right Ventricular Abnormality Detection Algorithm Based on Deep Learning
Liu, Zeye, Li, Hang, Li, Wenchao, Zhang, Fengwen, Ouyang, Wenbin, Wang, Shouzheng, Zhi, Aihua, Pan, Xiangbin
Published in Interdisciplinary sciences : computational life sciences (01.12.2023)
Published in Interdisciplinary sciences : computational life sciences (01.12.2023)
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Journal Article
Machine learning algorithms for early sepsis detection in the emergency department: A retrospective study
Kijpaisalratana, Norawit, Sanglertsinlapachai, Daecha, Techaratsami, Siwapol, Musikatavorn, Khrongwong, Saoraya, Jutamas
Published in International journal of medical informatics (Shannon, Ireland) (01.04.2022)
Published in International journal of medical informatics (Shannon, Ireland) (01.04.2022)
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Journal Article
Identifying heart failure using EMR-based algorithms
Tison, Geoffrey H., Chamberlain, Alanna M., Pletcher, Mark J., Dunlay, Shannon M., Weston, Susan A., Killian, Jill M., Olgin, Jeffrey E., Roger, Véronique L.
Published in International journal of medical informatics (Shannon, Ireland) (01.12.2018)
Published in International journal of medical informatics (Shannon, Ireland) (01.12.2018)
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Journal Article