3 papers
cs.LG2023
Decoding Virtual Healthcare Success through Knowledge-Aware and Multimodal Predictive Modeling
Shuang Geng, Wenli Zhang, Jiaheng Xie +3
Online healthcare consultations have transformed how patients seek medical advice, offering convenience while introducing new challenges for ensuring consultation success. Predicti…
cs.LG2023
MD-Manifold: A Medical-Distance-Based Representation Learning Approach for Medical Concept and Patient Representation
Shaodong Wang, Qing Li, Wenli Zhang
Effectively representing medical concepts and patients is important for healthcare analytical applications. Representing medical concepts for healthcare analytical tasks requires i…
cs.CL2023
Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach
Wenli Zhang, Jiaheng Xie, Zhu Zhang +1
Depression is a common disease worldwide. It is difficult to diagnose and continues to be underdiagnosed. Because depressed patients constantly share their symptoms, major life eve…