Automated Gleason Scoring and Tumor Quantification in Prostate Core Needle Biopsy Images Using Deep Neural Networks and Its Comparison with Pathologist-Based Assessment.

Ryu, Han Suk; Jin, Min-Sun; Park, Jeong Hwan; Lee, Sanghun; Cho, Joonyoung; Oh, Sangjun; Kwak, Tae-Yeong; Woo, Junwoo Isaac; Mun, Yechan; Kim, Sun Woo; Hwang, Soohyun; Shin, Su-Jin; Chang, Hyeyoon

Ryu, Han Suk; Jin, Min-Sun; Park, Jeong Hwan; Lee, Sanghun; Cho, Joonyoung; Oh, Sangjun; Kwak, Tae-Yeong; Woo, Junwoo Isaac; Mun, Yechan; Kim, Sun Woo; Hwang, Soohyun; Shin, Su-Jin; Chang, Hyeyoon.

Afiliação

Ryu HS; Department of Pathology, Seoul National University College of Medicine, Seoul 03080, Korea.
Jin MS; Department of Pathology, Seoul National University Hospital, Seoul 03080, Korea.
Park JH; Department of Pathology, Bucheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Bucheon, Gyeonggi-do 14647, Korea.
Lee S; Department of Pathology, Seoul National University College of Medicine, Seoul 03080, Korea.
Cho J; Department of Pathology, SMG-SNU Boramae Medical Center, Seoul 07061, Korea.
Oh S; Deep Bio Inc., 1201 HanWha BizMetro, 242, Digital-ro, Guro-gu, Seoul 08394, Korea.
Kwak TY; Deep Bio Inc., 1201 HanWha BizMetro, 242, Digital-ro, Guro-gu, Seoul 08394, Korea.
Woo JI; Deep Bio Inc., 1201 HanWha BizMetro, 242, Digital-ro, Guro-gu, Seoul 08394, Korea.
Mun Y; Deep Bio Inc., 1201 HanWha BizMetro, 242, Digital-ro, Guro-gu, Seoul 08394, Korea.
Kim SW; Deep Bio Inc., 1201 HanWha BizMetro, 242, Digital-ro, Guro-gu, Seoul 08394, Korea.
Hwang S; Deep Bio Inc., 1201 HanWha BizMetro, 242, Digital-ro, Guro-gu, Seoul 08394, Korea.
Shin SJ; Deep Bio Inc., 1201 HanWha BizMetro, 242, Digital-ro, Guro-gu, Seoul 08394, Korea.
Chang H; Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea.