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Author

R. Targoński

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Jul 2026

CARDIAG: A Dense Segment Classification Benchmark of Deep Learning Architectures for Coronary Angiography

A new benchmark for the assessment of deep learning models which densely classify pixels of coronary angiograms to one of SYNTAX classes (or background), which covers 24 distinct architectures starting with classic convnets to recent state-space-based vision algorithms.

D. Lau, Hubert Malinowski, Jerzy Szyjut et al. · 0 citations
Open access Aug 2026

CAD-RADS 2.0-guided diagnostic pathways in chronic coronary syndromes: a real-world Polish registry of over 10 000 patients.

Divergence between observed and guideline-recommended pathways was evident across all CAD-RADS categories, indicating a need for structured implementation of CAD-RADS-guided care pathways.

Jadwiga Fijałkowska, K. Sienkiewicz, Dorota Gałąska et al. · 0 citations

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