2 papers
cs.LG2025
Structure-Aware Temporal Modeling for Chronic Disease Progression Prediction
Jiacheng Hu, Bo Zhang, Ting Xu +2
This study addresses the challenges of symptom evolution complexity and insufficient temporal dependency modeling in Parkinson's disease progression prediction. It proposes a unifi…
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…