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An improved wrapper-based feature selection method for machinery fault diagnosis
Hui, Kar Hoou, Ooi, Ching Sheng, Lim, Meng Hee, Leong, Mohd Salman, Al-Obaidi, Salah Mahdi
Published in PloS one (20.12.2017)
Published in PloS one (20.12.2017)
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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
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
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 and diagnosis of chronic kidney disease development and progression using machine-learning: Protocol for a systematic review and meta-analysis of reporting standards and model performance
Chen, Fangyue, Kantagowit, Piyawat, Nopsopon, Tanawin, Chuklin, Arisa, Pongpirul, Krit
Published in PloS one (23.02.2023)
Published in PloS one (23.02.2023)
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Journal Article
An enhanced machine learning based approach for failures detection and diagnosis of PV systems
Garoudja, Elyes, Chouder, Aissa, Kara, Kamel, Silvestre, Santiago
Published in Energy conversion and management (01.11.2017)
Published in Energy conversion and management (01.11.2017)
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Journal Article
Computer versus cardiologist: Is a machine learning algorithm able to outperform an expert in diagnosing a phospholamban p.Arg14del mutation on the electrocardiogram?
Bleijendaal, Hidde, Ramos, Lucas A., Lopes, Ricardo R., Verstraelen, Tom E., Baalman, Sarah W.E., Oudkerk Pool, Marinka D., Tjong, Fleur V.Y., Melgarejo-Meseguer, Francisco M., Gimeno-Blanes, F. Javier, Gimeno-Blanes, Juan R., Amin, Ahmad S., Winter, Michiel M., Marquering, Henk A., Kok, Wouter E.M., Zwinderman, Aeilko H., Wilde, Arthur A.M., Pinto, Yigal M.
Published in Heart rhythm (01.01.2021)
Published in Heart rhythm (01.01.2021)
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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
Chronic kidney disease diagnosis using decision tree algorithms
Ilyas, Hamida, Ali, Sajid, Ponum, Mahvish, Hasan, Osman, Mahmood, Muhammad Tahir, Iftikhar, Mehwish, Malik, Mubasher Hussain
Published in BMC nephrology (09.08.2021)
Published in BMC nephrology (09.08.2021)
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Journal Article