I. INTRODUCTION

II. PRELIMINARY

III. RELATED WORK

IV. PROBLEM FORMULATION AND TAXONOMY

V. SOLUTION FRAMEWORK

VI. OOD DETECTION IN SUPERVISED MEDICAL IMAGE CLASSIFICATION

VII. OOD DETECTION IN MEDICAL IMAGE SEGMENTATION

VIII. EVALUATION PROTOCOLS

IX. CHALLENGES AND FUTURE DIRECTIONS