VERN, a graph-based multiple instance learning model, predicts spread through air spaces from lung cancer whole-slide images with internal AUC 0.92 and external AUC 0.70 to 0.88.
Prognostic significance of tumor spread through air spaces in patients with stage IA part -solid lung adenocarcinoma after sublobar resection,
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Feature-interactive Siamese graph encoder-based image analysis to predict STAS from histopathology images in lung cancer
VERN, a graph-based multiple instance learning model, predicts spread through air spaces from lung cancer whole-slide images with internal AUC 0.92 and external AUC 0.70 to 0.88.