A two-stage MAE-plus-contrastive foundation model, Cardiac-CLIP aligns 3D cardiac CT with structured radiology text and reports state-of-the-art zero-shot and fine-tuned performance on classification, retrieval, and clinical risk prediction.
Implementation of a national ai technology program on cardiovascular outcomes and the health system.Nature Medicine, pages 1–8, 2025
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
eess.IV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Cardiac-CLIP: A Vision-Language Foundation Model for 3D Cardiac CT Images
A two-stage MAE-plus-contrastive foundation model, Cardiac-CLIP aligns 3D cardiac CT with structured radiology text and reports state-of-the-art zero-shot and fine-tuned performance on classification, retrieval, and clinical risk prediction.