Diagnosing prostate cancer in the PSA gray zone through machine learning and transrectal ultrasound video

Diagnosing prostate cancer in the PSA gray zone through machine learning and transrectal ultrasound video

Background: We developed a machine learning-based predictive model for diagnosing prostate cancer within the gray zone of prostate-specific antigen (PSA) levels, leveraging transrectal prostate ultrasound video clips. Methods: Data were collected for patients with suspected prostate cancer, char...

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Bibliographic Details
Main Authors: Qin Wu, Chengyi Wu, Maoliang Zhang, Jie Yang, Junxiang Zhang, Yun Jin, Yanhong Du, Xingbo Sun, Liyuan Jin1, Kai Wang, Zhengbiao Hu, Xiaoyang Qi1, Jincao Yao, Zhengping Wang, Dong Xu
Format: Article
Language:English
Published: MRE Press 2025-05-01
Series:Journal of Men's Health
Subjects:
prostate cancer
psa
gray zone
machine learning
ultrasound
Online Access:https://oss.jomh.org/files/article/20250530-546/pdf/JOMH2024082602.pdf
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https://oss.jomh.org/files/article/20250530-546/pdf/JOMH2024082602.pdf

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