Classification of Prostate Transitional Zone Cancer and Hyperplasia Using Deep Transfer Learning From Disease-Related Images.

Autor: Hu B; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Yan LF; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Yang Y; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Yu Y; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Sun Q; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Zhang J; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Nan HY; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Han Y; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Hu YC; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Sun YZ; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Xiao G; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Tian Q; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Yue C; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Feng JH; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Zhai LH; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Zhao D; Department of Computer Network Information, Chinese Academy of Science, Beijing, CHN., Cui GB; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN., Lockhart Welch V; Department of Pathology, Louisiana State University (LSU) Health Shreveport, Shreveport, USA., Cornett EM; Department of Anaesthesiology, Louisiana State University (LSU) Health Shreveport, Shreveport, USA., Urits I; Department of Anesthesia, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, USA., Viswanath O; Department of Pain Management, University of Arizona, Phoenix, USA., Varrassi G; Department of Research, Paolo Procacci Foundation, Roma, ITA., Kaye AD; Department of Anesthesiology, Louisiana State University Health Shreveport, Shreveport, USA., Wang W; Department of Radiology, Fourth Military Medical University, Shaanxi, CHN.

Publikováno v: Cureus [Cureus] 2021 Mar 25; Vol. 13 (3), pp. e14108. Date of Electronic Publication: 2021 Mar 25.