@article{enhancingthereliabilityofmedicalaithroug, title = {Enhancing the Reliability of Medical AI through Expert-guided Uncertainty Modeling}, author = {Aleksei Khalin and Ekaterina Zaychenkova and Aleksandr Yugay and Andrey Goncharov and Sergey Korchagin and Alexey Zaytsev and Egor Ershov}, year = {2026}, eprint = {2604.01898}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.01898}, }