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@AI-in-Cardiovascular-Medicine

AI in CardioVascular Medicine Laboratory

AI in CardioVascular Medicine Laboratory located at Bern University Hospital

Welcome to AI-CVM!

What is AI-CVM?

The AI in the CardioVascular Medicine Laboratory (AI-CVM) primarily focuses on AI research, specifically on state-of-the-art machine learning (ML) and deep learning (DL) applications in cardiovascular disease. The laboratory aims to address a wide range of health-related questions using multimodal information analysis. This spans diverse datasets, including text, signals, medical images from various modalities, videos, electronic health records (EHRs), and omics data.

AICVM Foundational Projects

  1. AAOCA
  2. AAOCA Web App
  3. AIVUS-CAA
  4. nnUZoo
  5. Automated Machine Learning Pipeline

Popular repositories Loading

  1. nnUZoo nnUZoo Public

    From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation.

    Python 16 1

  2. AAOCA AAOCA Public

    AI based detection and classification of Anomalous Aortic Origin of Coronary Arteries in Coronary CT Angiography

    Python 10 2

  3. ML_pipeline_tabular ML_pipeline_tabular Public

    Python 4

  4. AIVUS-CAA AIVUS-CAA Public

    Python 4 1

  5. TAVI-ALPURA TAVI-ALPURA Public

    TAVI-ALPURA combines "ALP" (Swiss Alps) and "URA" (from Sakura, Japan's cherry blossom), reflecting its Swiss and Japanese origins!

    Python 3

  6. survival_ML survival_ML Public

    Python 1 1

Repositories

Showing 10 of 14 repositories

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