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Technical Specifications of MedImage-Tools#

MedImage-Tools is designed to streamline the standardization and processing of medical imaging data for AI applications.

Key specifications include:

  • Automated Data Standardization: Tools to automatically convert diverse imaging formats and metadata into a unified format compatible with Med-ImageNet.
  • Annotation Interface: A user-friendly interface for precise image annotation, allowing researchers to label and segment data consistently.
  • Scalability: Optimized to handle large datasets efficiently, with support for batch processing and parallel computations.
  • Customizable Pipelines: Provides modular pipeline components that can be tailored to specific research needs, including options for preprocessing, augmentation, and validation.
  • Integration with FAIR Principles: Designed to ensure data is Findable, Accessible, Interoperable, and Reusable, supporting easy sharing and collaboration across research teams.