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ORCIDPei-Yun Sabrina Hsueh
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- affiliation: Thomas J. Watson Research Center, Yorktown Heights, USA
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2020 – today
- 2023
[c23]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: 5893-5894- 2022
- [c22]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: 4908-4909 - 2021
- [c21]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: 4159-4160 - 2020
- [c20]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 - [c19]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 - [c18]Subhro Das, Chandramouli Maduri, Ching-Hua Chen, Pei-Yun Sabrina Hsueh:
Learning Interpretable Behavioral Engagement for Care Management. MIE 2020: 1006-1010
2010 – 2019
- 2019
- [c17]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: 818-823 - [i1]Subhro Das, Chandramouli Maduri, Ching-Hua Chen, Pei-Yun Sabrina Hsueh:
Learning Patient Engagement in Care Management: Performance vs. Interpretability. CoRR abs/1906.08339 (2019) - 2018
- [j6]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): 4:1-4:6 (2018) - [j5]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): 3056 (2018) - [c16]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 - 2017
- [c15]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 - [c14]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 - [c13]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: 337-346 - [c12]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: 113-117 - 2016
- [c11]Robin Austin, Albert Lai, Pei-Yun Sabrina Hsueh:
Patient-Generated Health Data in Action. AMIA 2016 - [c10]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 - 2015
- [j4]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): 1163-1175 (2015) - [c9]Hao-Ting Pai, Fan Wu, Pei-Yun S. (Sabrina) Hsueh, Grace Lin, Ya-Hui Chan:
Relative Patterns Discovery toward Big Data Analytics. ICEBE 2015: 401-407 - 2014
- [j3]Hao-Ting Pai, Fan Wu, Pei-Yun S. (Sabrina) Hsueh:
A relative patterns discovery for enhancing outlier detection in categorical data. Decis. Support Syst. 67: 90-99 (2014) - [c8]Pei-Yun Sabrina Hsueh, Xinxin Zhu, Sreeram Ramakrishnan:
Progressive Testing of Health Self-efficacy and Literacy for Personalized Engagement. MIE 2014: 453-457 - [c7]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: 471-475 - [c6]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: 447-451 - 2013
- [j2]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): 144-157 (2013) - [c5]Pei-Yun Sabrina Hsueh, Bern Shen, Vimla L. Patel, Marion J. Ball:
Personalized Healthcare and Adherence: Issues and Challenges. MedInfo 2013: 1238 - 2012
- [c4]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: 111-116 - [c3]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: 237-242 - [c2]Pei-Yun Sabrina Hsueh, Sreeram Ramakrishnan:
Towards Personalized Care Coordination Service: Integrating Guideline-Based Practice with Interactive Data-Driven Analytics. SRII Global Conference 2012: 250-257 - 2011
- [j1]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): 6 (2011) - 2010
- [c1]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: 1-8
Coauthor Index
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