1 INTRODUCTION

2 PRELIMINARIES

3 MULTIMODAL MEDICAL STUDIES

4 CONTRASTIVE FOUNDATION MODELS (CFMS)

5 MULTIMODAL LLMS (MLLMS)

6 DISCUSSIONS OF CURRENT STUDIES

7 CHALLENGES AND FUTURE DIRECTIONS

8 CONCLUSION