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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
Comparative investigation of bagging enhanced machine learning for early detection of HCV infections using class imbalance technique with feature selection
Tusher, Ekramul Haque, Ismail, Mohd Arfian, Akib, Abdullah, Gabralla, Lubna A., Ibrahim, Ashraf Osman, Som, Hafizan Mat, Remli, Muhammad Akmal
Published in PloS one (26.06.2025)
Published in PloS one (26.06.2025)
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Journal Article
Optimizing Bi-LSTM networks for improved lung cancer detection accuracy
Diao, Su, Wan, Yajie, Huang, Danyi, Huang, Shijia, Sadiq, Touseef, Khan, Mohammad Shahbaz, Hussain, Lal, Alkahtani, Badr S., Mazhar, Tehseen
Published in PloS one (24.02.2025)
Published in PloS one (24.02.2025)
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Journal Article
Machine learning to identify pairwise interactions between specific IgE antibodies and their association with asthma: A cross-sectional analysis within a population-based birth cohort
Fontanella, Sara, Frainay, Clément, Murray, Clare S., Simpson, Angela, Custovic, Adnan
Published in PLoS medicine (13.11.2018)
Published in PLoS medicine (13.11.2018)
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Journal Article
Applying data mining techniques to improve diagnosis in neonatal jaundice
Ferreira, Duarte, Oliveira, Abílio, Freitas, Alberto
Published in BMC medical informatics and decision making (07.12.2012)
Published in BMC medical informatics and decision making (07.12.2012)
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Journal Article
Prediction model development of late-onset preeclampsia using machine learning-based methods
Jhee, Jong Hyun, Lee, SungHee, Park, Yejin, Lee, Sang Eun, Kim, Young Ah, Kang, Shin-Wook, Kwon, Ja-Young, Park, Jung Tak
Published in PloS one (23.08.2019)
Published in PloS one (23.08.2019)
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Journal Article
Data Mining Technique for Diabetes Diagnosis using Classification Algorithms
Priya, M., Karthikeyan, M.
Published in International journal of recent technology and engineering (30.11.2019)
Published in International journal of recent technology and engineering (30.11.2019)
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Journal Article
Machine learning approaches to enhance diagnosis and staging of patients with MASLD using routinely available clinical information
McTeer, Matthew, Applegate, Douglas, Mesenbrink, Peter, Ratziu, Vlad, Schattenberg, Jörn M., Bugianesi, Elisabetta, Geier, Andreas, Romero Gomez, Manuel, Dufour, Jean-Francois, Ekstedt, Mattias, Francque, Sven, Yki-Jarvinen, Hannele, Allison, Michael, Valenti, Luca, Miele, Luca, Pavlides, Michael, Cobbold, Jeremy, Papatheodoridis, Georgios, Holleboom, Adriaan G., Tiniakos, Dina, Brass, Clifford, Anstee, Quentin M., Missier, Paolo
Published in PloS one (29.02.2024)
Published in PloS one (29.02.2024)
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Journal Article
A machine learning-based phenotype for long COVID in children: An EHR-based study from the RECOVER program
Lorman, Vitaly, Razzaghi, Hanieh, Song, Xing, Morse, Keith, Utidjian, Levon, Allen, Andrea J., Rao, Suchitra, Rogerson, Colin, Bennett, Tellen D., Morizono, Hiroki, Eckrich, Daniel, Jhaveri, Ravi, Huang, Yungui, Ranade, Daksha, Pajor, Nathan, Lee, Grace M., Forrest, Christopher B., Bailey, L. Charles
Published in PloS one (10.08.2023)
Published in PloS one (10.08.2023)
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Journal Article
Evaluation of a Decision Support System for Obstructive Sleep Apnea with Nonlinear Analysis of Respiratory Signals
Kaimakamis, Evangelos, Tsara, Venetia, Bratsas, Charalambos, Sichletidis, Lazaros, Karvounis, Charalambos, Maglaveras, Nikolaos
Published in PloS one (03.03.2016)
Published in PloS one (03.03.2016)
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Journal Article