Dalia Atif

Handling imbalanced medical datasets: review of a decade of research

2024 · Artificial Intelligence Review

Abstract Machine learning and medical diagnostic studies often struggle with the issue of class imbalance in medical datasets, complicating accurate disease prediction and undermining diagnostic tools. Despite ongoing research efforts, specific characteristics of medical data …