1. Introduction

2. Physics-Informed Machine Learning (PIML)

3. Physics-Informed Medical Image Analysis (PIMIA)

4. PIMIA Tasks: Detailed Survey

5. Quantitative Study and Insights

6. Current Challenges and Future Research Direction

7. Conclusions