ATLAS R2.0 - Anatomical Tracings of Lesions After Stroke
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Jul 28, 2022 - Python
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unet3d
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KiPA2022——Multi-Structure Segment for Renal Cancer Treatment.
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Jul 16, 2022 - Python
Unveiling the secrets of an ancient library buried by Mount Vesuvius, this Kaggle competition, supported by the Vesuvius Challenge organization, tasked participants with detecting ink from 3D X-ray scans of charred scrolls preserved in a Roman villa in Herculaneum.
deep-learning pytorch kaggle artificial-intelligence kaggle-competition kaggle-dataset segmentation-models efficientunet pytorch-lightning wandb binary-segmentation sementic-segmentation vesuvius unet3d ink-detection vesuvius-challenge-ink-detection vesuvius-challenge
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Feb 18, 2024 - Jupyter Notebook
Segment the Prostate 3D data set with the UNet3D
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Nov 5, 2022 - Python
End-to-end UNet3D stack for volumetric medical segmentation: training utilities, FastAPI inference API, Streamlit review UI, Docker deployment, and a model card. Upload NIfTI volumes, get masks back, and visualize slices/IoU plots from experiments. Built for reproducible research and production-grade serving
pytorch medical-imaging nifti semantic-segmentation 3d-segmentation mlops fastapi streamlit inference-api healthcare-ai unet3d
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Dec 7, 2025 - Python
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