Author

Rong Yin

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Nov 2025

The Alignment Paradox of Medical Large Language Models in Infertility Care: Decoupling Algorithmic Improvement from Clinical Decision-making Quality

Large language models (LLMs) are increasingly adopted in clinical decision support, yet aligning them with the multifaceted reasoning pathways of real-world medicine remains a major challenge. Using more than 8,000 infertility treatment records, we systematically evaluate four alignment strategies: Supervised Fine-Tuni...

Dou Liu, Ying Long, Sophia Zuoqiu et al. · arXiv.org · 1 citation

#large language models Review Open access Sep 2026

The Alignment Paradox of Medical Large Language Models in Infertility Care: Decoupling Algorithmic Improvement From Clinical Decision-Making Quality

Outcome-based metrics alone are insufficient proxies for clinical utility in ART decision support and algorithmic improvement and clinical alignment suggest a possible decoupling; a phenomenon the authors term the alignment paradox.

Dou Liu, Ying Long, Sophia Zuoqiu et al. · Journal of Medical Internet... · 0 citations