AI CUP 2025秋季賽－電腦斷層心臟肌肉影像分割競賽 II－主動脈瓣物件偵測
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Updated
Dec 4, 2025 - Python
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aortic-valve
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Interpretable machine learning framework for predicting mid-term mortality and major periprocedural complications after transcatheter aortic valve implantation (TAVI) using pre-procedural clinical, echocardiographic, CT, and cusp-specific aortic valve calcium topography data. Includes reproducible survival and classification pipelines following TRI
machine-learning scikit-learn medical-imaging survival-analysis radiology calcium computed-tomography tavi cardiology explainable-ai shap cardiovascular-medicine scikit-survival tavr aortic-valve transcatheter-aortic-valve-implantation
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Updated
Jul 10, 2026 - Python
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