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Non-invasive assessment of NAFLD as systemic disease—A machine learning perspective
Canbay, Ali, Kälsch, Julia, Neumann, Ursula, Rau, Monika, Hohenester, Simon, Baba, Hideo A., Rust, Christian, Geier, Andreas, Heider, Dominik, Sowa, Jan-Peter
Published in PloS one (26.03.2019)
Published in PloS one (26.03.2019)
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Journal Article
A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm
Yang, Jing, Sadiq, Touseef, Xiong, Jiale, Awais, Muhammad, Aslam Bhatti, Uzair, Alizadehsani, Roohallah, Gorriz, Juan Manuel
Published in CAAI Transactions on Intelligence Technology (01.12.2024)
Published in CAAI Transactions on Intelligence Technology (01.12.2024)
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Journal Article
A probabilistic active support vector learning algorithm
Mitra, P., Murthy, C.A., Pal, S.K.
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2004)
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2004)
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Journal Article
Machine learning models in electronic health records can outperform conventional survival models for predicting patient mortality in coronary artery disease
Steele, Andrew J., Denaxas, Spiros C., Shah, Anoop D., Hemingway, Harry, Luscombe, Nicholas M.
Published in PloS one (31.08.2018)
Published in PloS one (31.08.2018)
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Journal Article
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
Enhanced differential evolution algorithm for feature selection in tuberculous pleural effusion clinical characteristics analysis
Zhou, Xinsen, Chen, Yi, Gui, Wenyong, Heidari, Ali Asghar, Cai, Zhennao, Wang, Mingjing, Chen, Huiling, Li, Chengye
Published in Artificial intelligence in medicine (01.07.2024)
Published in Artificial intelligence in medicine (01.07.2024)
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Journal Article
Comparing the performance of statistical, machine learning, and deep learning algorithms to predict time-to-event: A simulation study for conversion to mild cognitive impairment
Billichová, Martina, Coan, Lauren Joyce, Czanner, Silvester, Kováčová, Monika, Sharifian, Fariba, Czanner, Gabriela
Published in PloS one (22.01.2024)
Published in PloS one (22.01.2024)
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Journal Article
Explainable machine learning on baseline MRI predicts multiple sclerosis trajectory descriptors
Campanioni, Silvia, Veiga, César, Prieto-González, José María, González-Nóvoa, José A., Busto, Laura, Martinez, Carlos, Alberte-Woodward, Miguel, García de Soto, Jesús, Pouso-Diz, Jessica, Fernández Ceballos, María de los Ángeles, Agis-Balboa, Roberto Carlos
Published in PloS one (16.07.2024)
Published in PloS one (16.07.2024)
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Journal Article
A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
Predicting the risk of hypertension using machine learning algorithms: A cross sectional study in Ethiopia
Islam, Md. Merajul, Alam, Md. Jahangir, Maniruzzaman, Md, Ahmed, N. A. M. Faisal, Ali, Md Sujan, Rahman, Md. Jahanur, Roy, Dulal Chandra
Published in PloS one (24.08.2023)
Published in PloS one (24.08.2023)
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Journal Article