perone/medicaltorch
An open-source PyTorch framework providing specialized loaders, pre-processors and datasets for medical imaging deep learning.
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MedicalTorch is a PyTorch extension focused on medical imaging workloads. It provides an extensive set of data loaders, pre-processing utilities and dataset implementations tailored for medical image formats (like NIFTI). The framework enables researchers to build and train deep learning models for medical image analysis tasks including segmentation, using standardized data pipelines integrated with PyTorch’s training infrastructure.
Frequently asked
- What is perone/medicaltorch?
- An open-source PyTorch framework providing specialized loaders, pre-processors and datasets for medical imaging deep learning.
- Is medicaltorch open source?
- Yes — perone/medicaltorch is open source, released under the Apache-2.0 license.
- What language is medicaltorch written in?
- perone/medicaltorch is primarily written in Python.
- How popular is medicaltorch?
- perone/medicaltorch has 872 stars on GitHub.
- Where can I find medicaltorch?
- perone/medicaltorch is on GitHub at https://github.com/perone/medicaltorch.