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med-imagetools

Aims to provide transparent and reproducible medical image processing pipelines in Python. Focuses on subject-based machine learning and processing DICOMs into deep learning-ready format.

  • Imaging and Image Processing
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    MIPAV

    Enables quantitative analysis and visualization of medical images. Cross-platform (Java). Aims to develop computational methods for biomedical data.

    • Imaging and Image Processing
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      MITK

      Combines ITK and VTK with an application framework. Aims to reduce effort for interactive medical image analysis applications. Supports Windows, Linux, macOS.

      • Imaging and Image Processing
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        MONAI

        • Artificial Intelligence
        • (allow_forking)
        • (archived)
        • (archive_url)
        • + 83
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        MonteRay

        CPU MC dose calculation engine, capable of simulating therapeutic proton, helium, and carbon ion beams. Uses pre-computed nuclear event database. Aims for GPU acceleration in future.

        • Treatment Planning and dosimetry
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          mudicom

          A Python library for interacting with DICOM files. Provides a simpler, more intuitive interface than other libraries. Archived by the owner on Jul 31, 2023.

          • Imaging and Image Processing
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            MUSIMAN

            In summary, the MUSIMAN package is a software tool to ease the parallelization of simulations run with the Monte Carlo code PENELOPE 2014

            • Treatment Planning and dosimetry
            • (MATLAB)
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            OMG Dosimetry

            A Python package for performing dosimetry calculations and quality assurance tests. Provides a simple API for common dosimetry tasks.

            • Quality Assurance
            • (Batchfile)
            • (Python)
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            OnkoDICOM

            Cross-platform. Provides DVH output, clinical data capture (radiomics), Pyradiomics output, anonymization, ROI manipulation. Inspired by dicompyler.

            • Imaging and Image Processing
            • (Python)
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            Orthanc

            Standalone DICOM server, abstracts DICOM complexity, RESTful API, supports plugins, available as Docker images. Recognized as a digital public good.

            • Software Engeneering and Data Infrastructure
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              OsiriX

              Widely used DICOM viewer. Supports 2D, 3D, 4D, 5D viewing. Plugin architecture. Commercial version "OsiriX MD" is FDA/CE certified. Open-source version has limited functionality. OSAIRIS is a cloud-based AI tool for automatic segmentation of radiotherapy images.

              • Imaging and Image Processing
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                PARADIM

                Uses PHITS for dose computation.

                • Treatment Planning and dosimetry
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