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

Purpose The diagnosis of prostate transition zone cancer (PTZC) remains a clinical challenge due to their similarity to benign prostatic hyperplasia (BPH) on MRI. The Deep Convolutional Neural Networks (DCNNs) showed high efficacy in diagnosing PTZC on medical imaging but was limited by the small da...

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Detalles Bibliográficos
Autores principales: Hu, Bo, Yan, Lin-Feng, Yang, Yang, Yu, Ying, Sun, Qian, Zhang, Jin, Nan, Hai-Yan, Han, Yu, Hu, Yu-Chuan, Sun, Ying-Zhi, Xiao, Gang, Tian, Qiang, Yue, Cui, Feng, Jia-Hao, Zhai, Liang-Hao, Zhao, Di, Cui, Guang-Bin, Lockhart Welch, Valerie, Cornett, Elyse M, Urits, Ivan, Viswanath, Omar, Varrassi, Giustino, Kaye, Alan D, Wang, Wen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cureus 2021
Materias:
Medical Physics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8075764/
https://www.ncbi.nlm.nih.gov/pubmed/33927922
http://dx.doi.org/10.7759/cureus.14108

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