04:00
2026-09-25
arxiv.org
artificial-intelligence
TAM-Chain: Multi-Scale Thyroid Cytology Classification via Absorbing Markov Chains and Shannon Entropy Uncertainty Quantification for False-Negative Suppression and Domain-Shift Adaptation
TAM-Chain, a multi-scale thyroid cytology classification framework combining Absorbing Markov Chain theory with Shannon Entropy-based uncertainty quantification, achieved a Macro F1 score of 0.9741 an…