Research Areas
Selected presentation
- “Prediction of Individual Treatment Effects of Rehabiliation for Post-stroke Patients”, World Stroke Congress, 2021.
- “Population-based Drug Repurposing to Treat Thrombosis in COVID-19 Patients”. ISC 2021 ePoster
- “Literature Mining Approach to Extract Drug Effectiveness in Clinical Trials. An Application to Alzheimer’s Disease” AMIA Informatics Summit, 2021
- “Causal Pathway to Analyze Racial Disparities in Alzheimer’s Disease and Related Dementia”, Alzheimer’s Association International Conference (AAIC), 2020 video
- “Influenza Vaccination is associated with a reduced incidence of Alzheimer’s Disease”, AAIC, 2020
- “Temporal Phenotyping for Transitional Disease Progress: an Application to Epilepsy and Alzheimer’s Disease”, WSDM Workshop Healthcare Day 2020, Houston, Texas
- “Discriminative Sleep Patterns of Alzheimer’s Disease via Tensor Factorization”, AMIA 2019, Washington D.C.
- “Optimized Medication Regimen for Parkinson’s Disease”, Rice Data Science Conference October 15, 2019, Houston, Texas
- “Sequential and Diverse Recommendation with Long Tail”, International Joint Conference on Artificial Intelligence August 14, 2019, Macau, China
- “Finding Discriminative Subgroups of Brain Regions using Tensor Factorization”, ACM KDD workshop on Applied Data Science for Healthcare. August 4, 2019, Anchorage, Alaska
- “Discovering Underlying Concepts with Tensor Factorization”, Center for Health Security and Phenotyping, School of Biomedical Informatics, University of Texas Health Science Center at Houston, Jan 18, 2019, Houston, Texas
- “Interpretable and Federated Tensor Factorization for Computational Phenotyping”, Department of Computer Engineering, Hong Kong Baptist University, June 20 2018, Hong Kong
- “Tensor Factorization for Computational Phenotyping”, School of Biomedical Informatics, University of Texas Health Science Center at Houston, Nov 28 2018, Houston, Texas
- “Data Science and Applications”, Department of Management Engineering, Ulsan National Institute of Science and Technology, May 29 2018, Ulsan, Korea
- “Data Science and Applications”, Korea University WISET, Sep 12 2018, Seoul, Korea
- “Tensor Factorization for Computational Phenotyping”, KCC 2017 Spotlight Session for Young Women Scholars Jun 21 2017, Jeju, Korea
- “Tutorial: Matrix/Tensor factorization and its applications”, Department of Medical Informatics, Catholic University of Korea, Nov 20 2017, Seoul, Korea
- “DiagTree: Diagnostic Tree for Differential Diagnosis”, The Korea Society of Medical Informatics, Nov 17 2017, Seoul, Korea
- “DiagTree: Diagnostic Tree for Differential Diagnosis”, International Conference on Information and Management, Nov 12 2017, Singapore
- “Federated Tensor Factorization for Computational Phenotyping (poster)”. The 23rd ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Aug 14, 2017, Halifax, Nova Scotia, Canada
- “Discovery of prostate specific antigen pattern to predict castration resistant prostate cancer of androgen deprivation therapy”, ACM Ninth International Workshop on Data and Text Mining in Biomedical Informatics in conjunction with CIKM, Oct 23, 2015, Melbourne, Australia