Deep Reinforcement Techniques for landmark detection and contour tracing in medical images
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Explore various deep reinforcement learning multi-agents for multiple landmark detection in medical images and tracing contours of relevant anatomical organs of interest. ...learn more
Project status: Concept
Intel Technologies
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Overview / Usage
Anatomical landmark detection is crucial for various medical image processing and analysis tasks such as registration, segmentation and detection. Various techniques are currently available in the literature employing machine learning techniques. With the recent progress in deep reinforcement learning techniques, many challenging tasks have surpassed beyond human comprehension. This project emphasis on using these results and suitably fine-tuning for problems in medical image domain data,
Repository
https://github.com/mahendrakhened/Automated-Cardiac-Segmentation-and-Disease-Diagnosis