MAC-XA: Multi-view Anatomy-Correspondence Fusion for Coronary Stenosis Reporting from X-ray Angiography
Multi-view reasoning in coronary X-ray angiography is inherently a cross-projection geometric problem, yet automated report generation in this setting remains largely unexplored. The 3D vascular topology leads to projection-dependent branch overlap and foreshortening, rendering single-view modeling fundamentally incomplete and unstable for lesion localization and stenosis grading. Although multi-view fusion appears promising, learning anatomically consistent fusion from real angiograms is impeded by a critical limitation: cross-view alignment is unobservable and cannot be explicitly supervised
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- PossiblePossibly related (embedding) · 49%mlmed/torchxrayvision →
- LinkedLinked via arxiv author · 85%Chen Jia →
“MAC-XA: Multi-view Anatomy-Correspondence Fusion for Coronary Stenosis Reporting from X-ray Angiography”
- LinkedLinked via arxiv author · 85%Baochang Zhang →
“MAC-XA: Multi-view Anatomy-Correspondence Fusion for Coronary Stenosis Reporting from X-ray Angiography”
- LinkedLinked via arxiv author · 85%Fatia Kusuma Dewi →
“MAC-XA: Multi-view Anatomy-Correspondence Fusion for Coronary Stenosis Reporting from X-ray Angiography”
- LinkedLinked via arxiv author · 85%Amir Yousefi →
“MAC-XA: Multi-view Anatomy-Correspondence Fusion for Coronary Stenosis Reporting from X-ray Angiography”
- LinkedLinked via arxiv author · 85%Heribert Schunkert →
“MAC-XA: Multi-view Anatomy-Correspondence Fusion for Coronary Stenosis Reporting from X-ray Angiography”
- LinkedLinked via arxiv author · 85%Reza Ghotbi →
“MAC-XA: Multi-view Anatomy-Correspondence Fusion for Coronary Stenosis Reporting from X-ray Angiography”
- LinkedLinked via arxiv author · 85%Nassir Navab →
“MAC-XA: Multi-view Anatomy-Correspondence Fusion for Coronary Stenosis Reporting from X-ray Angiography”