cancers Article Automated Gleason Scoring and Tumor Quantification in Prostate Core Needle Biopsy Images Using Deep Neural Networks and Its Comparison with Pathologist-Based Assessment 1,2, 3, 1,4, 5 5 Han Suk Ryu y, Min-Sun Jin y , Jeong Hwan Park y, Sanghun Lee , Joonyoung Cho , Sangjun Oh 5, Tae-Yeong Kwak 5 , Junwoo Isaac Woo 5, Yechan Mun 5, Sun Woo Kim 5, Soohyun Hwang 6, Su-Jin Shin 7 and Hyeyoon Chang 5,* 1 Department of Pathology, Seoul National University College of Medicine, Seoul 03080, Korea;
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[email protected] (J.H.P.) 2 Department of Pathology, Seoul National University Hospital, Seoul 03080, Korea 3 Department of Pathology, Bucheon St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Bucheon, Gyeonggi-do 14647, Korea;
[email protected] 4 Department of Pathology, SMG-SNU Boramae Medical Center, Seoul 07061, Korea 5 Deep Bio Inc., 1201 HanWha BizMetro, 242, Digital-ro, Guro-gu, Seoul 08394, Korea;
[email protected] (S.L.);
[email protected] (J.C.);
[email protected] (S.O.);
[email protected] (T.-Y.K.);
[email protected] (J.I.W.);
[email protected] (Y.M.);
[email protected] (S.W.K.) 6 Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea;
[email protected] 7 Department of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, Korea;
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[email protected]; Tel.: +82-70-7703-4746; Fax: +82-2-2621-2223 These authors contributed equally to this paper.