Analyze the use of computer vision in medical diagnostics. Describe how image processing and machine learning can be used to automatically detect and diagnose diseases from medical imaging studies such as X$-$rays, MRIs, and CT scans. Explain the types of algorithms used, the training of these systems with historical data, and the implications for early diagnosis and treatment planning.