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[Medical Segmentation] The all-in-one 3D medical image segmentation toolkit. From data annotation to model deployment, you are welcome to try it all!
Nov. 24, 2022, 12:47 p.m. | /u/Daisy_SUGARFREE
Deep Learning www.reddit.com
We have created an **open-source** **all-in-one** 3D medical image segmentation toolkit called MedicalSeg. MedicalSeg supports the whole segmentation process including **data labeling**, data preprocessing, model training, and model deployment. Major features include:
1. Data preprocessing **with 30% acceleration** using CuPy.
2. High-precision pre-trained models on **5 different organs.**
3. High-precision models including **nnUnet, TransUnet, UNETR, Vnet,** and more models are coming soon!
4. 3D visualization demo based on itkwidgets.
5. AI-assisted 3D medical image annotation platform called **EISeg-Med3D:** …
annotation data data annotation deeplearning deployment image medical model deployment segmentation toolkit
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