Open access
Jul 2026
Machine learning for chemotherapy decision-making in breast cancer using large language model
Introduction Breast cancer chemotherapy decision-making remains challenging due to biological heterogeneity and variability in clinical practice. This study proposes a hybrid framework integrating machine learning (ML), causal reasoning, and large language models (LLMs) to improve treatment recommendations. Methods Usi...
U. Aickelin, Tekoshin Ammo, M. Nabi et al.
· Frontiers in Digital Health · 0 citations