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    Cognitively Enhanced Versions of Capuchin Search Algorithm for Feature Selection in Medical Diagnosis: a COVID-19 Case Study
                                      
                                            Braik, Malik,                              Awadallah, Mohammed A.,                              Al-Betar, Mohammed Azmi,                              Hammouri, Abdelaziz I.,                              Alzubi, Omar A.                              
Published in Cognitive computation (01.11.2023)
                   
      
      
                                                  Published in Cognitive computation (01.11.2023)
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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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          Heterogeneous Ensemble Combination Search Using Genetic Algorithm for Class Imbalanced Data Classification
                                      
                                            Haque, Mohammad Nazmul,                              Noman, Nasimul,                              Berretta, Regina,                              Moscato, Pablo                              
Published in PloS one (14.01.2016)
                   
      
      
                                                  Published in PloS one (14.01.2016)
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          Extracting information from the text of electronic medical records to improve case detection: a systematic review
                                      
                                            Ford, Elizabeth,                              Carroll, John A,                              Smith, Helen E,                              Scott, Donia,                              Cassell, Jackie A                              
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2016)
                   
      
      
                                                  Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2016)
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          Tuning hyperparameters of machine learning algorithms and deep neural networks using metaheuristics: A bioinformatics study on biomedical and biological cases
                                      
                                            Nematzadeh, Sajjad,                              Kiani, Farzad,                              Torkamanian-Afshar, Mahsa,                              Aydin, Nizamettin                              
Published in Computational biology and chemistry (01.04.2022)
                   
      
      
                                                  Published in Computational biology and chemistry (01.04.2022)
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          Predicting second breast cancer among women with primary breast cancer using machine learning algorithms, a population‐based observational study
                                      
                                            Syleouni, Maria‐Eleni,                              Karavasiloglou, Nena,                              Manduchi, Laura,                              Wanner, Miriam,                              Korol, Dimitri,                              Ortelli, Laura,                              Bordoni, Andrea,                              Rohrmann, Sabine                              
Published in International journal of cancer (01.09.2023)
                   
      
      
                                                  Published in International journal of cancer (01.09.2023)
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          An automated diagnosis and classification of COVID-19 from chest CT images using a transfer learning-based convolutional neural network
                                      
                                            Baghdadi, Nadiah A.,                              Malki, Amer,                              Abdelaliem, Sally F.,                              Magdy Balaha, Hossam,                              Badawy, Mahmoud,                              Elhosseini, Mostafa                              
Published in Computers in biology and medicine (01.05.2022)
                   
      
      
                                                  Published in Computers in biology and medicine (01.05.2022)
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          Evolving kernel extreme learning machine for medical diagnosis via a disperse foraging sine cosine algorithm
                                      
                                            Xia, Jianfu,                              Yang, Daqing,                              Zhou, Hong,                              Chen, Yuyan,                              Zhang, Hongliang,                              Liu, Tong,                              Heidari, Ali Asghar,                              Chen, Huiling,                              Pan, Zhifang                              
Published in Computers in biology and medicine (01.02.2022)
                   
      
      
                                                  Published in Computers in biology and medicine (01.02.2022)
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          Advanced Meta-Heuristics, Convolutional Neural Networks, and Feature Selectors for Efficient COVID-19 X-Ray Chest Image Classification
                                      
                                            El-Kenawy, El-Sayed M.,                              Mirjalili, Seyedali,                              Ibrahim, Abdelhameed,                              Alrahmawy, Mohammed,                              El-Said, M.,                              Zaki, Rokaia M.,                              Eid, Marwa Metwally                              
Published in IEEE access (01.01.2021)
                   
      
      
                                                  Published in IEEE access (01.01.2021)
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          Deep Learning–Based Algorithm for Detecting Aortic Stenosis Using Electrocardiography
                                      
                                            Kwon, Joon‐Myoung,                              Lee, Soo Youn,                              Jeon, Ki‐Hyun,                              Lee, Yeha,                              Kim, Kyung‐Hee,                              Park, Jinsik,                              Oh, Byung‐Hee,                              Lee, Myong‐Mook                              
Published in Journal of the American Heart Association (09.04.2020)
                   
      
      
                                                  Published in Journal of the American Heart Association (09.04.2020)
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