Almeida, Goncalo; Bacao, Fernando - In: Data science and management : DSM 8 (2025) 4, pp. 436-446
The application of machine learning in the healthcare domain has groundbreaking potential across a wide range of scenarios. However, this potential is often stalled by data-related challenges, such as the imbalanced nature of the domain's data, where critical outcomes tend to be inherently rare....