Accurate and explainable ICD-10-CM diagnosis coding through multi-stage model adaptation and evidence-guided verification
Results show that domain adaptation, task-aligned optimization, and evidence-guided verification can improve both coding accuracy and the auditability of model outputs.
Jian-Hua Qiu, Zhen Qin, Kai-Li Ma et al.
· PeerJ Computer Science · 0 citations