Yuting Shi

Large language models for breast cancer treatment planning: a blinded real-world evaluation of DeepSeek, ChatGPT, and oncologist recommendations

Advanced LLMs, particularly DeepSeek V3.1, demonstrated strong performance in generating standardized, guideline-concordant breast cancer treatment plans, showing superior consistency over human specialists in protocol-driven scenarios, but the widening gap in complex late-stage cases highlights limitations in accounting for clinical context and socioeconomic factors.