Article

CMANet: Cross-Modal Attention Network for 3-D Knee MRI and Report-Guided Osteoarthritis Assessment

2025-06-08

Abstract excerpt

<h4>Objective</h4> Knee osteoarthritis (OA) is a leading cause of disability worldwide, with early identification of structural changes critical for improving patient outcomes. While magnetic resonance imaging (MRI) provides rich spatial detail, its interpretation remains challenging due to complex anatomy, subtle lesion presentation, and limited voxel-level annotations. Meanwhile, radiology reports encode semanti...

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Literature Corpus work: 56982a0f-2f38-58fe-92d0-e23af8f9a823
DOI: 10.1101/2025.06.08.25329119

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