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    Diagnosing COVID-19 pneumonia from x-ray and CT images using deep learning and transfer learning algorithms
                                      
                                            Maghdid, Halgurd S,                              Asaad, Aras T,                              Ghafoor, Kayhan Zrar,                              Sadiq, Ali Safaa,                              Mirjalili, Seyedali,                              Khan, Muhammad Khurram                              
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
                   
      
      
                                                  Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
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              Conference Proceeding
          
              
          Comparison of machine-learning algorithms to build a predictive model for detecting undiagnosed diabetes - ELSA-Brasil: accuracy study
                                      
                                            Olivera, André Rodrigues,                              Roesler, Valter,                              Iochpe, Cirano,                              Schmidt, Maria Inês,                              Vigo, Álvaro,                              Barreto, Sandhi Maria,                              Duncan, Bruce Bartholow                              
Published in São Paulo medical journal (01.05.2017)
                   
      
      
                                                  Published in São Paulo medical journal (01.05.2017)
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              Journal Article
          
              
          Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
                                      
                                            Ehteshami Bejnordi, Babak,                              Veta, Mitko,                              Johannes van Diest, Paul,                              van Ginneken, Bram,                              Karssemeijer, Nico,                              Litjens, Geert,                              van der Laak, Jeroen A. W. M,                              Hermsen, Meyke,                              Manson, Quirine F,                              Balkenhol, Maschenka,                              Geessink, Oscar,                              Stathonikos, Nikolaos,                              van Dijk, Marcory CRF,                              Bult, Peter,                              Beca, Francisco,                              Beck, Andrew H,                              Wang, Dayong,                              Khosla, Aditya,                              Gargeya, Rishab,                              Irshad, Humayun,                              Zhong, Aoxiao,                              Dou, Qi,                              Li, Quanzheng,                              Chen, Hao,                              Lin, Huang-Jing,                              Heng, Pheng-Ann,                              Haß, Christian,                              Bruni, Elia,                              Wong, Quincy,                              Halici, Ugur,                              Öner, Mustafa Ümit,                              Cetin-Atalay, Rengul,                              Berseth, Matt,                              Khvatkov, Vitali,                              Vylegzhanin, Alexei,                              Kraus, Oren,                              Shaban, Muhammad,                              Rajpoot, Nasir,                              Awan, Ruqayya,                              Sirinukunwattana, Korsuk,                              Qaiser, Talha,                              Tsang, Yee-Wah,                              Tellez, David,                              Annuscheit, Jonas,                              Hufnagl, Peter,                              Valkonen, Mira,                              Kartasalo, Kimmo,                              Latonen, Leena,                              Ruusuvuori, Pekka,                              Liimatainen, Kaisa,                              Albarqouni, Shadi,                              Mungal, Bharti,                              George, Ami,                              Demirci, Stefanie,                              Navab, Nassir,                              Watanabe, Seiryo,                              Seno, Shigeto,                              Takenaka, Yoichi,                              Matsuda, Hideo,                              Ahmady Phoulady, Hady,                              Kovalev, Vassili,                              Kalinovsky, Alexander,                              Liauchuk, Vitali,                              Bueno, Gloria,                              Fernandez-Carrobles, M. Milagro,                              Serrano, Ismael,                              Deniz, Oscar,                              Racoceanu, Daniel,                              Venâncio, Rui                              
Published in JAMA : the journal of the American Medical Association (12.12.2017)
                   
      
      
                                                  Published in JAMA : the journal of the American Medical Association (12.12.2017)
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              Journal Article
          
              
          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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              Journal Article
          
              
          Patient similarity and other artificial intelligence machine learning algorithms in clinical decision aid for shared decision-making in the Prevention of Cardiovascular Toxicity (PACT): a feasibility trial design
                                      
                                            Brown, Sherry-Ann,                              Chung, Brian Y.,                              Doshi, Krishna,                              Hamid, Abdulaziz,                              Pederson, Erin,                              Maddula, Ragasnehith,                              Hanna, Allen,                              Choudhuri, Indrajit,                              Sparapani, Rodney,                              Bagheri Mohamadi Pour, Mehri,                              Zhang, Jun,                              Kothari, Anai N.,                              Collier, Patrick,                              Caraballo, Pedro,                              Noseworthy, Peter,                              Arruda-Olson, Adelaide                              
Published in Cardio-oncology (London, England) (23.01.2023)
                   
      
      
                                                  Published in Cardio-oncology (London, England) (23.01.2023)
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              Journal Article
          
              
          Machine-learning algorithm incorporating capacitated sperm intracellular pH predicts conventional in vitro fertilization success in normospermic patients
                                      
                                            Gunderson, Stephanie Jean,                              Puga Molina, Lis Carmen,                              Spies, Nicholas,                              Balestrini, Paula Ania,                              Buffone, Mariano Gabriel,                              Jungheim, Emily Susan,                              Riley, Joan,                              Santi, Celia Maria                              
Published in Fertility and sterility (01.04.2021)
                   
      
      
                                                  Published in Fertility and sterility (01.04.2021)
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              Journal Article
          
              
          Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy
                                      
                                            Sayres, Rory,                              Taly, Ankur,                              Rahimy, Ehsan,                              Blumer, Katy,                              Coz, David,                              Hammel, Naama,                              Krause, Jonathan,                              Narayanaswamy, Arunachalam,                              Rastegar, Zahra,                              Wu, Derek,                              Xu, Shawn,                              Barb, Scott,                              Joseph, Anthony,                              Shumski, Michael,                              Smith, Jesse,                              Sood, Arjun B.,                              Corrado, Greg S.,                              Peng, Lily,                              Webster, Dale R.                              
Published in Ophthalmology (Rochester, Minn.) (01.04.2019)
                   
      
      
                                                  Published in Ophthalmology (Rochester, Minn.) (01.04.2019)
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              Journal Article
          
              
          Deep Learning Algorithm for Automated Cardiac Murmur Detection via a Digital Stethoscope Platform
                                      
                                            Chorba, John S.,                              Shapiro, Avi M.,                              Le, Le,                              Maidens, John,                              Prince, John,                              Pham, Steve,                              Kanzawa, Mia M.,                              Barbosa, Daniel N.,                              Currie, Caroline,                              Brooks, Catherine,                              White, Brent E.,                              Huskin, Anna,                              Paek, Jason,                              Geocaris, Jack,                              Elnathan, Dinatu,                              Ronquillo, Ria,                              Kim, Roy,                              Alam, Zenith H.,                              Mahadevan, Vaikom S.,                              Fuller, Sophie G.,                              Stalker, Grant W.,                              Bravo, Sara A.,                              Jean, Dina,                              Lee, John J.,                              Gjergjindreaj, Medeona,                              Mihos, Christos G.,                              Forman, Steven T.,                              Venkatraman, Subramaniam,                              McCarthy, Patrick M.,                              Thomas, James D.                              
Published in Journal of the American Heart Association (04.05.2021)
                   
      
      
                                                  Published in Journal of the American Heart Association (04.05.2021)
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              Journal Article
          
              
          Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis
                                      
                                            Islam, Md Mohaimenul,                              Yang, Hsuan-Chia,                              Poly, Tahmina Nasrin,                              Jian, Wen-Shan,                              (Jack) Li, Yu-Chuan                              
Published in Computer methods and programs in biomedicine (01.07.2020)
                   
      
      
                                                  Published in Computer methods and programs in biomedicine (01.07.2020)
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              Journal Article