Article

Mask-aware foundational-model embeddings for 18F-FDG-PET/CT Prognosis in Multiple Myeloma

2025-11-06

Abstract excerpt

<h4>Purpose</h4> To test whether internal memory states from a medical foundational segmentation model can serve as compact, mask-aware embeddings for predicting progression-free survival (PFS) in multiple myeloma (MM) from whole-body [ 18 F]FDG PET/CT, and how late fusion of PET, CT, and clinical data enhances prognostic performance. <h4>Methods</h4> We analyzed 227 newly diagnosed MM patients with PET/CT and...

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Literature Corpus work: 6a02317e-ab24-5ff3-9329-8cc06ae4a76b
DOI: 10.1101/2025.11.04.25339482

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