R&D / Publications · 2023.06.27

Annotation-Efficient Deep Learning Model for Pancreatic Cancer Diagnosis and Classification Using CT Images: A Retrospective Diagnostic Study

A self-supervised pseudo-lesion segmentation strategy improves pancreatic cancer classification from CT images while reducing dependence on extensive expert annotations and retaining performance on external patient data.