Jonathan Poon

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Disease Progression

Multi Relational

Electronic Health Records

Tensor Factorization

Top Venues

Int. J. Medical Informatics

Publications

Junjie Huang, Yuet Yan Wong, Wing Sze Pang, Fung Yu Mak, Yingxin Guan, Jonathan Poon, Ellen Tong, Clement S. K. Cheung, Wing Nam Wong, Ngai-Tseung Cheung, Chung Ping Ho, Martin C. S. Wong
Usage of electronic health record (eHR) viewer among healthcare professionals (HCProfs): A territory-wide study of 3972 participants. Int. J. Medical Informatics 177 (2023)
Chin Wang Cheong, Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
Adaptive Integration of Categorical and Multi-relational Ontologies with EHR Data for Medical Concept Embedding. ACM Trans. Intell. Syst. Technol. 14 (6) (2023)
Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
Learning Inter-Modal Correspondence and Phenotypes From Multi-Modal Electronic Health Records. IEEE Trans. Knowl. Data Eng. 34 (9) (2022)
Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
TedPar: Temporally Dependent PARAFAC2 Factorization for Phenotype-based Disease Progression Modeling. SDM (2021)
Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records. CoRR (2020)
Lihong Song, Chin Wang Cheong, Kejing Yin, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
Medical Concept Embedding with Multiple Ontological Representations. IJCAI (2019)
Kejing Yin, Dong Qian, William K. Cheung, Benjamin C. M. Fung, Jonathan Poon
Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization. AAAI (2019)
Kejing Yin, William K. Cheung, Yang Liu, Benjamin C. M. Fung, Jonathan Poon
Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization. IJCAI (2018)