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    Inconsistency in the use of the term “validation” in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging
                                      
                                            Kim, Dong Wook,                              Jang, Hye Young,                              Ko, Yousun,                              Son, Jung Hee,                              Kim, Pyeong Hwa,                              Kim, Seon-Ok,                              Lim, Joon Seo,                              Park, Seong Ho                              
Published in PLOS ONE (11.09.2020)
                   
      
      
                                                  Published in PLOS ONE (11.09.2020)
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          Performance comparison of artificial neural networks learning algorithms and activation functions in predicting severity of autism
                                      
                                            Chand, Yamini,                              Alam, Md. Afroz,                              Tejaswini, Y. R. S. N.                              
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (01.12.2015)
                   
      
      
                                                  Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (01.12.2015)
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          Artificial Neural Network Based Noise Reduction for Chest PET Imaging
                                      
                                            Tang, Jing,                              Sun, Zhihui,                              Yang, Bao,                              Lu, Wenzhuo,                              Liu, Chi                              
Published in The Journal of nuclear medicine (1978) (01.05.2019)
                   
      
      
                                                                                
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              Published in The Journal of nuclear medicine (1978) (01.05.2019)
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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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          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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          Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study
                                      
                                            Campagner, Andrea,                              Agnello, Luisa,                              Carobene, Anna,                              Padoan, Andrea,                              Del Ben, Fabio,                              Locatelli, Massimo,                              Plebani, Mario,                              Ognibene, Agostino,                              Lorubbio, Maria,                              De Vecchi, Elena,                              Cortegiani, Andrea,                              Piva, Elisa,                              Poz, Donatella,                              Curcio, Francesco,                              Cabitza, Federico,                              Ciaccio, Marcello                              
Published in Journal of medical Internet research (26.02.2025)
                   
      
      
                                                  Published in Journal of medical Internet research (26.02.2025)
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          Rapid Detection of SARS-CoV‑2 RNA in Human Nasopharyngeal Specimens Using Surface-Enhanced Raman Spectroscopy and Deep Learning Algorithms
                                      
                                            Yang, Yanjun,                              Li, Hao,                              Jones, Les,                              Murray, Jackelyn,                              Haverstick, James,                              Naikare, Hemant K.,                              Mosley, Yung-Yi C.,                              Tripp, Ralph A.,                              Ai, Bin,                              Zhao, Yiping                              
Published in ACS sensors (27.01.2023)
                   
      
      
                                                  Published in ACS sensors (27.01.2023)
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          Using Machine Learning Algorithms to Predict Immunotherapy Response in Patients with Advanced Melanoma
                                      
                                            Johannet, Paul,                              Coudray, Nicolas,                              Donnelly, Douglas M.,                              Jour, George,                              Illa-Bochaca, Irineu,                              Xia, Yuhe,                              Johnson, Douglas B.,                              Wheless, Lee,                              Patrinely, James R.,                              Nomikou, Sofia,                              Rimm, David L.,                              Pavlick, Anna C.,                              Weber, Jeffrey S.,                              Zhong, Judy,                              Tsirigos, Aristotelis,                              Osman, Iman                              
Published in Clinical cancer research (01.01.2021)
                   
      
      
                                                  Published in Clinical cancer research (01.01.2021)
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          Identification of different manifestations of nonlinear stick–slip phenomena during creep groan braking noise by using the unsupervised learning algorithms k-means and self-organizing map
                                      
                                            Prezelj, Jurij,                              Murovec, Jure,                              Huemer-Kals, Severin,                              Häsler, Karl,                              Fischer, Peter                              
Published in Mechanical systems and signal processing (01.03.2022)
                   
      
      
                                                  Published in Mechanical systems and signal processing (01.03.2022)
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          Prediction of fatty liver disease using machine learning algorithms
                                      
                                            Wu, Chieh-Chen,                              Yeh, Wen-Chun,                              Hsu, Wen-Ding,                              Islam, Md. Mohaimenul,                              Nguyen, Phung Anh (Alex),                              Poly, Tahmina Nasrin,                              Wang, Yao-Chin,                              Yang, Hsuan-Chia,                              (Jack) Li, Yu-Chuan                              
Published in Computer methods and programs in biomedicine (01.03.2019)
                   
      
      
                                                  Published in Computer methods and programs in biomedicine (01.03.2019)
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          Power transformers fault diagnosis based on a meta-learning approach to kernel extreme learning machine with opposition-based learning sparrow search algorithm
                                      
                                            Song, Yu,                              Tan, Weimin,                              Zhang, Chengming,                              Tang, Chao,                              Cai, Lihong,                              Hu, Dong                              
Published in Journal of intelligent & fuzzy systems (01.01.2023)
                   
      
      
                                                  Published in Journal of intelligent & fuzzy systems (01.01.2023)
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          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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          A machine learning model for early detection of diabetic foot using thermogram images
                                      
                                            Khandakar, Amith,                              Chowdhury, Muhammad E.H.,                              Ibne Reaz, Mamun Bin,                              Md Ali, Sawal Hamid,                              Hasan, Md Anwarul,                              Kiranyaz, Serkan,                              Rahman, Tawsifur,                              Alfkey, Rashad,                              Bakar, Ahmad Ashrif A.,                              Malik, Rayaz A.                              
Published in Computers in biology and medicine (01.10.2021)
                   
      
      
                                                  Published in Computers in biology and medicine (01.10.2021)
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