Joyce C. Ho

1. EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records
   2024/01/13 by Wenqi Shi, Ran Xu, Shi, Wenqi +17 · 23 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
2. 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)
3. Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction
   2019/08/15 by Bonggun Shin, Sung Soo Park, Shin, Bonggun +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
4. TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records
   2019/11/13 by Ardavan Afshar, Afshar, Ardavan, Ioakeim Perros +13 · 2 citations
   Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Tensor decomposition and applications
5. MedDiff: Generating Electronic Health Records using Accelerated Denoising Diffusion Model
   2023/02/08 by Huan He, He, Huan, Shifan Zhao +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Methods and Mixture Models #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare
6. Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration
   2025/04/07 by Ran Xu, Xu, Ran, Wenqi Shi +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
7. Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM
   2024/02/19 by Hejie Cui, Xinyu Fang, Cui, Hejie +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
8. MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning
   2022/08/01 by Yifei Ren, Ren, Yifei, Jian Lou +9 · 1 citation
   Mathematics · Medicine · #Tensor decomposition and applications #Public Health and Nutrition
9. Neighborhood-Regularized Self-Training for Learning with Few Labels
   2023/01/10 by Ran Xu, Xu, Ran, Yue Yu +13 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies