Challenges of Training Models on Medical Data

Techniques to tackle Class Imbalance, Multi-Task, and Dataset Size

Amongst the many problems faced during training algorithms on medical datasets, these three are most common:

1. Class Imbalance challenge
2. Multi-Task challenge
3. Dataset Size challenge