2 papers
cs.LG2026
Graph Inference Towards ICD Coding
Xiaoxiao Deng
Automated ICD coding involves assigning standardized diagnostic codes to clinical narratives. The vast label space and extreme class imbalance continue to challenge precise predict…
cs.CL2025
Clinical NLP with Attention-Based Deep Learning for Multi-Disease Prediction
Ting Xu, Xiaoxiao Deng, Xiandong Meng +2
This paper addresses the challenges posed by the unstructured nature and high-dimensional semantic complexity of electronic health record texts. A deep learning method based on att…