Development of Advanced Machine Learning Tools for Multi-modal Image Assisted Diagnostics of Infectious Respiratory Diseases
Implementing Organization
Indian Statistical Institute, Bangalore, Karnataka, Karnataka
Innovator Details
Innovator
Dr. Swagatam Das
About
Complete workflow for analyzing a CXR image and classifying it based on the fibrosis pattern and other perceived clinical conditions.
Interpretability of the predictions from an ML system can also limit the approval, implementation, or adoption of these tools in real-world settings.
Integrated state-of-the-art tools like GradCam from an explainable AI paradigm
Indian Statistical Institute, Bangalore, Karnataka, Karnataka
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