Dataset Information
Deep learning-based diffusion-weighted imaging vs. conventionally obtained diffusion-weighted imaging in prostate cancer extracapsular extension detection: a multicenter retrospective study.
Ontology highlight
ABSTRACT:
SUBMITTER: Guo J
PROVIDER: S-EPMC12801525 | biostudies-literature | 2025 Dec
REPOSITORIES: biostudies-literature
Publications
Deep learning-based diffusion-weighted imaging vs. conventionally obtained diffusion-weighted imaging in prostate cancer extracapsular extension detection: a multicenter retrospective study.
BMC medical imaging 20251210 1
BACKGROUND: Extracapsular extension (ECE) of prostate cancer (PCa) is a crucial determinant for preoperative staging, significantly influencing urologists’ surgical planning. While magnetic resonance imaging (MRI) aids staging by depicting ECE, its diagnostic accuracy is frequently constrained by poor image quality. Deep learning-based diffusion-weighted imaging (DL-DWI) holds potential for enhancing diagnostic accuracy through improved image quality. METHODS: This multicenter retrospective stud ...[more]