Pei-Yun Sabrina Hsueh

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 17

Top Topics

Generative Model

Automatic Summarization

Disease Progression

Top Venues

Publications

Tao Xu, Fei Wang, Prithwish Chakraborty, Pei-Yun Sabrina Hsueh, Gregor Stiglic, Jiang Bian, Lixia Yao, Alexej Gossmann, Florian Buettner
Workshop on Applied Data Science for Healthcare: Applications and New Frontiers of Generative Models for Healthcare. KDD (2023)
Tao Xu, Fei Wang, Prithwish Chakraborty, Pei-Yun Sabrina Hsueh, Gregor Stiglic, Jiang Bian, Lixia Yao, Alexej Gossmann, Florian Buettner
Workshop on Applied Data Science for Healthcare (DSHealth): Transparent and Human-centered AI. KDD (2022)
Fei Wang, Prithwish Chakraborty, Tao Xu, Pei-Yun Sabrina Hsueh, Xudong Sun, Gregor Stiglic, Gracy Crane, Jiang Bian, Laleh Haghverdi, Lixia Yao, Florian Buettner
KDD Health Day/DSHealth 2021: Joint KDD 2021 Health Day and 2021 KDD Workshop on Applied Data Science for Healthcare: State of XAI and Trustworthiness in Health. KDD (2021)
Xiaohan Tanner Zhang, George Kim, Sasha Ballen, Sugato Bagchi, Pei-Yun Sabrina Hsueh, Marion J. Ball
Patient Characteristics Associated with ER Visits in a Direct Primary Care Practice. AMIA (2020)
Subhro Das, Chandramouli Maduri, Ching-Hua Chen, Pei-Yun Sabrina Hsueh
Learning Interpretable Behavioral Engagement for Care Management. MIE (2020)
Pei-Yun Sabrina Hsueh, Jose F. Florez-Arango, Craig E. Kuziemsky, Christian Nøhr, Vimla L. Patel, Xinxin Zhu
New Care Delivery Models for Critical Responses: Case Studies of E-enabled Patient-Provider Communication in Context. AMIA (2020)
Subhro Das, Chandramouli Maduri, Ching-Hua Chen, Pei-Yun Sabrina Hsueh
Learning Patient Engagement in Care Management: Performance vs. Interpretability. CoRR (2019)
Si Sun, Pei-Yun Sabrina Hsueh, Sasha Ballen, Marion J. Ball
Modeling the Personas of Primary Care Communication Modality Usage: Experiences from the R-Health Direct Primary Care Model. MedInfo (2019)
Ying-Kuen K. Cheung, Pei-Yun Sabrina Hsueh, Ipek Ensari, Joshua Z. Willey, Keith M. Diaz
Quantile Coarsening Analysis of High-Volume Wearable Activity Data in a Longitudinal Observational Study. Sensors 18 (9) (2018)
Pei-Yun Sabrina Hsueh, Subhro Das, Chandramouli Maduri, Karie Kelly
Learning to Personalize from Practice: A Real World Evidence Approach of Care Plan Personalization based on Differential Patient Behavioral Responses in Care Management Records. AMIA (2018)
Xinyu Hu, Pei-Yun Sabrina Hsueh, Ching-Hua Chen, Keith M. Diaz, Faith Parsons, I-En Liao, M. Qian, Ying-Kuen K. Cheung
An interpretable health behavioral intervention policy for mobile device users. IBM J. Res. Dev. 62 (1) (2018)
Xinyu Hu, Pei-Yun Sabrina Hsueh, Ching-Hua Chen, Keith M. Diaz, Ying-Kuen K. Cheung, Min Qian
A First Step Towards Behavioral Coaching for Managing Stress: A Case Study on Optimal Policy Estimation with Multi-stage Threshold Q-learning. AMIA (2017)
Pei-Yun Sabrina Hsueh, Subhro Das
Interpretable Clustering for Prototypical Patient Understanding: A Case Study of Hypertension and Depression Subgroup Behavioral Profiling in National Health and Nutrition Examination Survey Data. AMIA (2017)
Pei-Yun Sabrina Hsueh, Sanjoy Dey, Subhro Das, Thomas Wetter
Making Sense of Patient-Generated Health Data for Interpretable Patient-Centered Care: The Transition from "More" to "Better". MedInfo (2017)
Zhijun Yin, Bradley A. Malin, Jeremy L. Warner, Pei-Yun Sabrina Hsueh, Ching-Hua Chen
The Power of the Patient Voice: Learning Indicators of Treatment Adherence From An Online Breast Cancer Forum. ICWSM (2017)
Pei-Yun Sabrina Hsueh, Susan Peterson, Fernando José Martín-Sánchez, Katherine K. Kim, Çagatay Demiralp
Transforming Patient-generated Data for Wellness and Biomedical Research: From Behavioral Sensing to Decision Support. AMIA (2016)
Robin Austin, Albert Lai, Pei-Yun Sabrina Hsueh
Patient-Generated Health Data in Action. AMIA (2016)
Pei-Yun Sabrina Hsueh, Xinxin (Katie) Zhu, Mark J. H. Hsiao, Selina Y. F. Lee, Vincent Deng, Sreeram Ramakrishnan
Automatic summarization of risk factors preceding disease progression an insight-driven healthcare service case study on using medical records of diabetic patients. World Wide Web 18 (4) (2015)
Pei-Yun Sabrina Hsueh, Xinxin Zhu, Vincent Deng, Sreeram Ramakrishnan, Marion J. Ball
Dynamic and Accretive Composition of Patient Engagement Instruments for Personalized Plan Generation. Nursing Informatics (2014)
Pei-Yun Sabrina Hsueh, Xinxin Zhu, Sreeram Ramakrishnan
Progressive Testing of Health Self-efficacy and Literacy for Personalized Engagement. MIE (2014)
Pei-Yun Sabrina Hsueh, Sreeram Ramakrishnan, Ke Yu, Marina Akushevich, Shweta Sharma, Peter Mooiweer
Development of Temporal Context-based Feature Abstractions for Enabling Monitoring and Managing of Interventions. MIE (2014)
Fan Wu, Hao-Ting Pai, Xinxin Zhu, Pei-Yun Sabrina Hsueh, Ya-Han Hu
An adaptable and scalable group access control scheme for managing wireless sensor networks. Telematics Informatics 30 (2) (2013)
Pei-Yun Sabrina Hsueh, Bern Shen, Vimla L. Patel, Marion J. Ball
Personalized Healthcare and Adherence: Issues and Challenges. MedInfo (2013)
Pei-Yun Sabrina Hsueh, Sreeram Ramakrishnan
Towards Personalized Care Coordination Service: Integrating Guideline-Based Practice with Interactive Data-Driven Analytics. SRII Global Conference (2012)
Pei-Yun Sabrina Hsueh, Sreeram Ramakrishnan, Henry Chang
Risk Mediation Cloud Service: Constructing Statistical Models of Patient Adherence for Sustainable Case Management. SRII Global Conference (2012)
Pei-Yun Sabrina Hsueh, Tyrone Grandison, Liangzhao Zeng, Xinxin (Katie) Zhu, Ci-Wei Lan, Jen-Hao Hsiao, Henry Chang, Hao-Ting Pai
Privacy protection for personal data integration and sharing in care coordination services: A case study on wellness cloud. SOLI (2012)
Joseph P. Bigus, Murray Campbell, Boaz Carmeli, Melissa Cefkin, Henry Chang, Ching-Hua Chen-Ritzo, William F. Cody, Shahram Ebadollahi, Alexandre V. Evfimievski, Ariel Farkash, Susanne Glissmann, David Gotz, Tyrone Grandison, Daniel Gruhl, Peter J. Haas, Mark J. H. Hsiao, Pei-Yun Sabrina Hsueh, Jianying Hu, Joseph M. Jasinski, James H. Kaufman, Cheryl A. Kieliszewski, Martin S. Kohn, Sarah E. Knoop, Paul P. Maglio, Ronald L. Mak, Haim Nelken, Chalapathy Neti, Hani Neuvirth, Yue Pan, Yardena Peres, Sreeram Ramakrishnan, Michal Rosen-Zvi, Sondra R. Renly, Pat Selinger, Amnon Shabo, Robert Sorrentino, Jimeng Sun, Tanveer Fathima Syeda-Mahmood, Wang Chiew Tan, Ying Y. Y. Tao, Reza Yaesoubi, Xinxin Zhu
Information technology for healthcare transformation. IBM J. Res. Dev. 55 (5) (2011)
Pei-Yun Sabrina Hsueh, R. J. R. Lin, Mark J. H. Hsiao, Liangzhao Zeng, Sreeram Ramakrishnan, Henry Chang
Cloud-based platform for personalization in a wellness management ecosystem: Why, what, and how. CollaborateCom (2010)