European journal of medical research
A multicenter deep learning framework integrating radiomics and vision transformers for comprehensive ovarian tumor analysis from ultrasound imaging.
Xujiao Ji, Caier Liu, Jing Hu, Sufen Li, Lijun Wang, Xin Cheng, Cong Liu, Yanjing Zhang
Published: 202610.1186/s40001-025-03395-5
Abstract
PURPOSE: This study aimed to develop and validate a robust multicenter deep learning pipeline that integrates radiomic descriptors with deep feature embeddings to enable comprehensive ovarian tumor analysis from ultrasound imaging, encompassing segme…
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