I. Introduction
II. Utilities of Meta-Learning in Healthcare
III. Fundamentals and Key Algorithms in Meta-Learning
IV. Multi/Single-Task Learning
V. Many/Few-Shot Learning
VI. Development Highlights
VII. Discussion
VIII. Future Perspectives
IX. Conclusion