Medical Image Segmentation Toolkit

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PyMIC: A deep learning toolkit for …

https://arxiv.org/abs/2208.09350

The Medical Imaging Interaction Toolkit …

https://www.mitk.org/wiki/The_Medical_Imaging_Interaction_Toolkit_(MITK)

The Medical Imaging Interaction Toolkit (MITK) is a free open-source software for the development of interactive medical image processing software. Based on MITK, we …

GitHub - PaddleCV-SIG/MedicalSeg: MedicalSeg is an …

https://github.com/PaddleCV-SIG/MedicalSeg

PyMIC: A deep learning toolkit for annotation-efficient medical …

https://deepai.org/publication/pymic-a-deep-learning-toolkit-for-annotation-efficient-medical-image-segmentation

Conclusions: The PyMIC toolkit is easy to use and facilitates efficient development of medical image segmentation models with imperfect annotations. It is …

MiaLab – A Medical Image Analysis Toolkit

http://mialab.org/

Mialab provides various quantitative image analysis tools for the region of interest (ROI). 3D visualization and modeling. Mialab provides different 3D visualization …

Project InnerEye open-source toolkit: …

https://www.microsoft.com/en-us/research/blog/project-innereye-open-source-deep-learning-toolkit-democratizing-medical-imaging-ai/

The InnerEye Deep Learning Toolkit has been designed with usability and flexibility at its core, built on PyTorch and making extensive use of Microsoft Azure. …

MIScnn: a framework for medical image segmentation …

https://pubmed.ncbi.nlm.nih.gov/33461500/

Implementation: The aim of MIScnn is to provide an intuitive API allowing fast building of medical image segmentation pipelines including data I/O, preprocessing, …

ANTs by stnava - GitHub Pages

http://stnava.github.io/ANTs/

ANTs is popularly considered a state-of-the-art medical image registration and segmentation toolkit. ANTsR is an emerging tool supporting standardized multimodality …

PyMIC: A deep learning toolkit for annotation-efficient …

https://www.researchgate.net/publication/368345258_PyMIC_A_deep_learning_toolkit_for_annotation-efficient_medical_image_segmentation

Medical image segmentation plays an irreplaceable role in computer-assisted diagnosis, treatment planning and following-up. Collecting and annotating a …

GitHub - HiLab-git/PyMIC

https://github.com/HiLab-git/PyMIC

PyMIC: A Pytorch-Based Toolkit for Medical Image Computing PyMIC is a pytorch-based toolkit for medical image computing with annotation-efficient deep learning. Despite that …

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