Objective To develop an explainable hybrid deep learning features framework using low-dose chest CT (LDCT)-derived pectoralis features for opportunistic type 2 diabetes mellitus (T2DM) opportunistic screening, evaluating its incremental value over conventional biomarkers. Methods This multi-center study analyzed LDCT i...
Yu-Ning Guo, Song Wang, Jia-Xun Lai et al.· Frontiers in Endocrinology· 0 citations
This expert consensus summarizes key AI application scenarios in cancer imaging and delivers recommendations on data acquisition and annotation, model development and validation, interpretability, multicenter generalizability, privacy-preserving collaboration, clinical workflow integration, and post-deployment monitori...
Hong Wu, Xiaorui Yin, Jie-Jun Cheng et al.· Insights into Imaging· 0 citations
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