@article{scalingmedicalreasoningverificationviato, title = {Scaling Medical Reasoning Verification via Tool-Integrated Reinforcement Learning}, author = {Hang Zhang and Ruheng Wang and Yuelyu Ji and Mingu Kwak and Xizhi Wu and Chenyu Li and Li Zhang and Wenqi Shi and Yifan Peng and Yanshan Wang}, year = {2026}, eprint = {2601.20221}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.20221}, }