3 papers
cs.CL2023
RoKEPG: RoBERTa and Knowledge Enhancement for Prescription Generation of Traditional Chinese Medicine
Hua Pu, Jiacong Mi, Shan Lu +1
Traditional Chinese medicine (TCM) prescription is the most critical form of TCM treatment, and uncovering the complex nonlinear relationship between symptoms and TCM is of great s…
cs.LG2023
MultiModal-Learning for Predicting Molecular Properties: A Framework Based on Image and Graph Structures
Zhuoyuan Wang, Jiacong Mi, Shan Lu +1
The quest for accurate prediction of drug molecule properties poses a fundamental challenge in the realm of Artificial Intelligence Drug Discovery (AIDD). An effective representati…
cs.LG2023
ACDNet: Attention-guided Collaborative Decision Network for Effective Medication Recommendation
Jiacong Mi, Yi Zu, Zhuoyuan Wang +1
Medication recommendation using Electronic Health Records (EHR) is challenging due to complex medical data. Current approaches extract longitudinal information from patient EHR to…