I. INTRODUCTION  
II. SCOPE OF THE SURVEY  
III. MEDICAL MULTIMODAL LEARNING  
V. MEDICAL VLP OBJECTIVE FUNCTIONS  
VI. MEDICAL VLP RELATED ADDITIONAL ASPECTS  
VII. DATA AUGMENTATION  
VIII. ARCHITECTURE  
IX. DOWNSTREAM EVALUATION TASKS  
X. DATASETS  
XI. LIMITATION AND CHALLENGES IN MEDICAL VLP  
XII. PERSPECTIVES AND FUTURE DIRECTIONS  
XIII. CONCLUSION