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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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          Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides
                                      
                                            Riasatian, Abtin,                              Babaie, Morteza,                              Maleki, Danial,                              Kalra, Shivam,                              Valipour, Mojtaba,                              Hemati, Sobhan,                              Zaveri, Manit,                              Safarpoor, Amir,                              Shafiei, Sobhan,                              Afshari, Mehdi,                              Rasoolijaberi, Maral,                              Sikaroudi, Milad,                              Adnan, Mohd,                              Shah, Sultaan,                              Choi, Charles,                              Damaskinos, Savvas,                              Campbell, Clinton JV,                              Diamandis, Phedias,                              Pantanowitz, Liron,                              Kashani, Hany,                              Ghodsi, Ali,                              Tizhoosh, H.R.                              
Published in Medical image analysis (01.05.2021)
                   
      
      
                                                  Published in Medical image analysis (01.05.2021)
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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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          Clinical applications of machine learning algorithms: beyond the black box
                                      
                                            Watson, David S,                              Krutzinna, Jenny,                              Bruce, Ian N,                              Griffiths, Christopher EM,                              McInnes, Iain B,                              Barnes, Michael R,                              Floridi, Luciano                              
Published in BMJ (Online) (12.03.2019)
                   
      
      
                                                  Published in BMJ (Online) (12.03.2019)
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          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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          Diagnostic accuracy of convolutional neural network–based machine learning algorithms in endoscopic severity prediction of ulcerative colitis: a systematic review and meta-analysis
                                      
                                            Jahagirdar, Vinay,                              Bapaye, Jay,                              Chandan, Saurabh,                              Ponnada, Suresh,                              Kochhar, Gursimran S.,                              Navaneethan, Udayakumar,                              Mohan, Babu P.                              
Published in Gastrointestinal endoscopy (01.08.2023)
                   
      
      
                                                  Published in Gastrointestinal endoscopy (01.08.2023)
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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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          Predicting the molecular subtype of breast cancer and identifying interpretable imaging features using machine learning algorithms
                                      
                                            Ma, Mengwei,                              Liu, Renyi,                              Wen, Chanjuan,                              Xu, Weimin,                              Xu, Zeyuan,                              Wang, Sina,                              Wu, Jiefang,                              Pan, Derun,                              Zheng, Bowen,                              Qin, Genggeng,                              Chen, Weiguo                              
Published in European radiology (01.03.2022)
                   
      
      
                                                  Published in European radiology (01.03.2022)
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          Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System
                                      
                                            Sekhar, Ardhendu,                              Biswas, Soumen,                              Hazra, Ranjay,                              Sunaniya, Arun Kumar,                              Mukherjee, Amrit,                              Yang, Lixia                              
Published in IEEE journal of biomedical and health informatics (01.03.2022)
                   
      
      
                                                  Published in IEEE journal of biomedical and health informatics (01.03.2022)
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          Cervical cell classification with deep-learning algorithms
                                      
                                            Xu, Laixiang,                              Cai, Fuhong,                              Fu, Yanhu,                              Liu, Qian                              
Published in Medical & biological engineering & computing (01.03.2023)
                   
      
      
                                                  Published in Medical & biological engineering & computing (01.03.2023)
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