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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
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
A Comprehensive Review on Heart Disease Risk Prediction using Machine Learning and Deep Learning Algorithms
Karna, Vishnu Vardhana Reddy, Karna, Viswavardhan Reddy, Janamala, Varaprasad, Devana, V. N. Koteswara Rao, Ch, V. Ravi Sankar, Tummala, Aravinda Babu
Published in Archives of computational methods in engineering (01.04.2025)
Published in Archives of computational methods in engineering (01.04.2025)
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Journal Article
Deep Learning Algorithm for Optimized Sensor Data Fusion in Fault Diagnosis and Tolerance
Elhoseny, M., Rao, Deepak Dasaratha, Veerasamy, Bala Dhandayuthapani, Alduaiji, Noha, Shreyas, J., Shukla, Piyush Kumar
Published in International journal of computational intelligence systems (02.12.2024)
Published in International journal of computational intelligence systems (02.12.2024)
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Journal Article
Machine Learning Algorithms Identify Pathogen-Specific Biomarkers of Clinical and Metabolomic Characteristics in Septic Patients with Bacterial Infections
Liang, Huiying, Cai, Yi, Zheng, Jianbin, Wu, Zhiyuan, Wu, Xiaohui, Liu, Guangjian, Zhu, Changxi, Lin, Fangqin, Zheng, Lingling, Xia, Huimin
Published in BioMed research international (2020)
Published in BioMed research international (2020)
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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
Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study
Huang, Chenxi, Murugiah, Karthik, Mahajan, Shiwani, Li, Shu-Xia, Dhruva, Sanket S., Haimovich, Julian S., Wang, Yongfei, Schulz, Wade L., Testani, Jeffrey M., Wilson, Francis P., Mena, Carlos I., Masoudi, Frederick A., Rumsfeld, John S., Spertus, John A., Mortazavi, Bobak J., Krumholz, Harlan M.
Published in PLoS medicine (27.11.2018)
Published in PLoS medicine (27.11.2018)
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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
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
Prediction of stunting and its socioeconomic determinants among adolescent girls in Ethiopia using machine learning algorithms
Zemariam, Alemu Birara, Abate, Biruk Beletew, Alamaw, Addis Wondmagegn, Lake, Eyob shitie, Yilak, Gizachew, Ayele, Mulat, Tilahun, Befkad Derese, Ngusie, Habtamu Setegn
Published in PloS one (24.01.2025)
Published in PloS one (24.01.2025)
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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