Ho, Joyce C.

1. A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
   2023/06/07 by Hejie Cui, Jiaying Lu, Cui, Hejie +26 · 5 citations
   Computer Science · Health Professions · #68T09 #68T30 #68T50 #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.4 #I.2.6 #I.2.7 #J.3 #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
2. Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction
   2019/08/15 by Bonggun Shin, Shin, Bonggun, Sung Soo Park +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Chemical Synthesis and Analysis #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
3. LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction
   2024/03/19 by Cui, Hejie, Shen, Zhuocheng, Zhang, Jieyu +4 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #J.3 #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
4. Phenotyping using Structured Collective Matrix Factorization of Multi--source EHR Data
   2016/09/14 by Gunasekar, Suriya, Ho, Joyce C., Ghosh, Joydeep +5 · 1 citation
   #Applications (stat.AP) #FOS: Computer and information sciences
5. Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration
   2025/04/07 by Ran Xu, Wenqi Shi, Xu, Ran +11 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
6. Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM
   2024/02/19 by Hejie Cui, Cui, Hejie, Xinyu Fang +9 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Topic Modeling