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Research Objectives and Aims#

Primary Goal#

Develop an open-access, standardized medical imaging dataset specifically curated for cancer research and AI applications in oncology.

Specific Objectives#

  1. Data Curation and Annotation:

    Establish robust pipelines for data collection, curation, and high-quality annotation to support machine learning tasks in cancer diagnosis and treatment.

  2. Med-ImageTools Development:

    Create a suite of tools to streamline data standardization, facilitating widespread adoption and usability of the Med-ImageNet dataset.

  3. AI Model Support:

    Enable training and validation of AI models for applications like tumor segmentation, treatment planning, and outcome prediction.

Long-term Vision#

Establish Med-ImageNet as the gold standard resource for AI-driven cancer research, encouraging global collaboration and advancing personalized oncology care.