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CTRegression is a PyTorch-based project that uses Vision Transformers (ViT) and ResNet to regress the Agatston score from 3D CT scans,

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TouHouE/CTRegression

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Prepare dataset & Configuration

  • Modify the config.json under ./static

Training Regressor

Multi-GPU training

export CUDA_VISIBLE_DEVICES=0,1,2...
accelerate launch main.py --gpu_ids="0,1,2..." --multi-gpu

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CTRegression is a PyTorch-based project that uses Vision Transformers (ViT) and ResNet to regress the Agatston score from 3D CT scans,

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