John A. D. Aston

Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical Data

2023 · arXiv (Cornell University)

Clinical data is often affected by clinically irrelevant factors such as discrepancies between measurement devices or differing processing methods between sites. In the field of machine learning (ML), these factors are known as domains and …