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Medical Image Classification With MONAI is a tool designed for classifying medical images into predefined categories using the MONAI framework. MONAI (Medical Open Network for Artificial Intelligence) is an open-source, deep learning framework optimized for healthcare imaging. This tool leverages MONAI's capabilities to automate and accelerate the classification of medical images, enabling healthcare professionals and researchers to focus on analysis and decision-making.
pip install monai
.What types of medical images can this tool classify?
This tool is designed to work with various medical imaging modalities, including X-rays, MRIs, CT scans, and ultrasounds.
How many categories can the tool classify images into?
The tool is pre-configured to classify images into 6 categories, but you can customize it to support more categories based on your needs.
Is the tool suitable for real-time classification?
Yes, the tool is optimized using NVIDIA libraries and can be deployed for real-time classification in clinical environments, depending on the hardware and workflow requirements.