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    Toward TinyDPFL systems for real-time cardiac healthcare: Trends, challenges, and system-level perspectives on AI algorithms, hardware, and edge intelligence
                                      
                                            Akram, Muhammad Shakeel,                              Varma, Bogaraju Sharatchandra,                              Javed, Aqib,                              Harkin, Jim,                              Finlay, Dewar                              
Published in Journal of systems architecture (01.11.2025)
                   
      
      
                                                  Published in Journal of systems architecture (01.11.2025)
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              Journal Article
          
              
          Advances in Knowledge Discovery and Data Mining: 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part I
                                      
                                            Karlapalem, Kamal,                              Cheng, Hong,                              Ramakrishnan, Naren,                              Agrawal, R. K,                              Reddy, P. Krishna,                              Srivastava, Jaideep,                              Chakraborty, Tanmoy                              
Year of Publication 2021
                         
                                            
                   
      
      
                                                                                
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              Year of Publication 2021
              eBook
          
              
          Real-time data analysis in health monitoring systems: A comprehensive systematic literature review
                                      
                                            Paganelli, Antonio Iyda,                              Mondéjar, Abel González,                              da Silva, Abner Cardoso,                              Silva-Calpa, Greis,                              Teixeira, Mateus F.,                              Carvalho, Felipe,                              Raposo, Alberto,                              Endler, Markus                              
Published in Journal of biomedical informatics (01.03.2022)
                   
      
      
                                                  Published in Journal of biomedical informatics (01.03.2022)
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          Intelligent data mining and machine learning for mental health diagnosis using genetic algorithm
                                      
                                            Azar, Ghassan,                              Gloster, Clay,                              El-Bathy, Naser,                              Su Yu,                              Neela, Rajasree Himabindu,                              Alothman, Israa                              
Published in IEEE International Conference on Electro Information Technology (01.05.2015)
                   
      
      
                                                  Published in IEEE International Conference on Electro Information Technology (01.05.2015)
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              Conference Proceeding
        Journal Article
          
              
          Memory Physical Aware Multi-Level Fault Diagnosis Flow
                                      
                                            Harutyunyan, Gurgen,                              Martirosyan, Suren,                              Shoukourian, Samvel,                              Zorian, Yervant                              
Published in IEEE transactions on emerging topics in computing (01.07.2020)
                   
      
      
                                                  Published in IEEE transactions on emerging topics in computing (01.07.2020)
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              Journal Article
          
              
          No free lunch but a cheaper supper: A general framework for streaming anomaly detection
                                      
                                            Calikus, Ece,                              Nowaczyk, Sławomir,                              Sant’Anna, Anita,                              Dikmen, Onur                              
Published in Expert systems with applications (01.10.2020)
                   
      
      
                                                  Published in Expert systems with applications (01.10.2020)
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              Journal Article
          
              
          3D Hyperspectral Data Analysis with Spatially Aware Deep Learning for Diagnostic Applications
                                      
                                            Luo, Ruihao,                              Guo, Shuxia,                              Hniopek, Julian,                              Bocklitz, Thomas                              
Published in Analytical chemistry (Washington) (15.04.2025)
                   
      
      
                                                  Published in Analytical chemistry (Washington) (15.04.2025)
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              Journal Article
          
              
          Machine Learning and Feature Selection in Pediatric Appendicitis
                                      
                                            Kendall, John,                              Gaspar, Gabriel,                              Berger, Derek,                              Levman, Jacob                              
Published in Tomography (Ann Arbor) (13.08.2025)
                   
      
      
                                                  Published in Tomography (Ann Arbor) (13.08.2025)
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          Quantifying Health Outcome Disparity in Invasive Methicillin-Resistant Staphylococcus aureus Infection using Fairness Algorithms on Real-World Data
                                      
                                            Jun, Inyoung,                              Ser, Sarah E.,                              Cohen, Scott A.,                              Xu, Jie,                              Lucero, Robert J.,                              Bian, Jiang,                              Prosperi, Mattia                              
Published in PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024 (01.01.2024)
                   
      
      
                                                  Published in PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024 (01.01.2024)
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              Book Chapter