Pei-Yun Sabrina Hsueh

29 papers A* 3A 1C 1Misc 7Journal 7Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Towards responsible artificial intelligence in healthcare - getting real about real-world data and evidence. J. Am. Medical Informatics Assoc. Eileen Koski, Amar K. Das, Pei-Yun Sabrina Hsueh, Anthony Solomonides, Amanda L. Joseph, Gyana Srivastava, Carl Erwin Johnson, Joseph L. Kannry, Bilikis Oladimeji, Amy Price, Steven E. Labkoff, Gnana Bharathy, Baihan Lin, Douglas B. Fridsma, Lee A. Fleisher, Mónica López-González, Reva Singh, Mark G. Weiner, Robert Stolper, Russell Baris, Suzanne Sincavage, Tristan Naumann, Tayler Williams, Tien Thi Thuy Bui, Yuri Quintana
2023	A*	`conf`	Workshop on Applied Data Science for Healthcare: Applications and New Frontiers of Generative Models for Healthcare. KDD Tao Xu, Fei Wang, Prithwish Chakraborty, Pei-Yun Sabrina Hsueh, Gregor Stiglic, Jiang Bian, Lixia Yao, Alexej Gossmann, Florian Buettner
2022	A*	`conf`	Workshop on Applied Data Science for Healthcare (DSHealth): Transparent and Human-centered AI. KDD Tao Xu, Fei Wang, Prithwish Chakraborty, Pei-Yun Sabrina Hsueh, Gregor Stiglic, Jiang Bian, Lixia Yao, Alexej Gossmann, Florian Buettner
2021	A*	`conf`	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 Fei Wang, Prithwish Chakraborty, Tao Xu, Pei-Yun Sabrina Hsueh, Xudong Sun, Gregor Stiglic, Gracy Crane, Jiang Bian, Laleh Haghverdi, Lixia Yao, Florian Buettner
2020	—	`conf`	Learning Interpretable Behavioral Engagement for Care Management. MIE Subhro Das, Chandramouli Maduri, Ching-Hua Chen, Pei-Yun Sabrina Hsueh
2020	Misc	`conf`	New Care Delivery Models for Critical Responses: Case Studies of E-enabled Patient-Provider Communication in Context. AMIA Pei-Yun Sabrina Hsueh, Jose F. Florez-Arango, Craig E. Kuziemsky, Christian Nøhr, Vimla L. Patel, Xinxin Zhu
2020	Misc	`conf`	Patient Characteristics Associated with ER Visits in a Direct Primary Care Practice. AMIA Xiaohan Tanner Zhang, George Kim, Sasha Ballen, Sugato Bagchi, Pei-Yun Sabrina Hsueh, Marion J. Ball
2019	J	`jnl`	Learning Patient Engagement in Care Management: Performance vs. Interpretability. CoRR Subhro Das, Chandramouli Maduri, Ching-Hua Chen, Pei-Yun Sabrina Hsueh
2019	—	`conf`	Modeling the Personas of Primary Care Communication Modality Usage: Experiences from the R-Health Direct Primary Care Model. MedInfo Si Sun, Pei-Yun Sabrina Hsueh, Sasha Ballen, Marion J. Ball
2018	J	`jnl`	An interpretable health behavioral intervention policy for mobile device users. IBM J. Res. Dev. Xinyu Hu, Pei-Yun Sabrina Hsueh, Ching-Hua Chen, Keith M. Diaz, Faith Parsons, I-En Liao, M. Qian, Ying-Kuen K. Cheung
2018	Misc	`conf`	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 Pei-Yun Sabrina Hsueh, Subhro Das, Chandramouli Maduri, Karie Kelly
2018	J	`jnl`	Quantile Coarsening Analysis of High-Volume Wearable Activity Data in a Longitudinal Observational Study. Sensors Ying-Kuen K. Cheung, Pei-Yun Sabrina Hsueh, Ipek Ensari, Joshua Z. Willey, Keith M. Diaz
2017	Misc	`conf`	A First Step Towards Behavioral Coaching for Managing Stress: A Case Study on Optimal Policy Estimation with Multi-stage Threshold Q-learning. AMIA Xinyu Hu, Pei-Yun Sabrina Hsueh, Ching-Hua Chen, Keith M. Diaz, Ying-Kuen K. Cheung, Min Qian
2017	Misc	`conf`	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 Pei-Yun Sabrina Hsueh, Subhro Das
2017	—	`conf`	Making Sense of Patient-Generated Health Data for Interpretable Patient-Centered Care: The Transition from "More" to "Better". MedInfo Pei-Yun Sabrina Hsueh, Sanjoy Dey, Subhro Das, Thomas Wetter
2017	A	`conf`	The Power of the Patient Voice: Learning Indicators of Treatment Adherence From An Online Breast Cancer Forum. ICWSM Zhijun Yin, Bradley A. Malin, Jeremy L. Warner, Pei-Yun Sabrina Hsueh, Ching-Hua Chen
2016	Misc	`conf`	Patient-Generated Health Data in Action. AMIA Robin Austin, Albert Lai, Pei-Yun Sabrina Hsueh
2016	Misc	`conf`	Transforming Patient-generated Data for Wellness and Biomedical Research: From Behavioral Sensing to Decision Support. AMIA Pei-Yun Sabrina Hsueh, Susan Peterson, Fernando José Martín-Sánchez, Katherine K. Kim, Çagatay Demiralp
2015	J	`jnl`	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 Pei-Yun Sabrina Hsueh, Xinxin (Katie) Zhu, Mark J. H. Hsiao, Selina Y. F. Lee, Vincent Deng, Sreeram Ramakrishnan
2014	—	`conf`	Development of Temporal Context-based Feature Abstractions for Enabling Monitoring and Managing of Interventions. MIE Pei-Yun Sabrina Hsueh, Sreeram Ramakrishnan, Ke Yu, Marina Akushevich, Shweta Sharma, Peter Mooiweer
2014	—	`conf`	Dynamic and Accretive Composition of Patient Engagement Instruments for Personalized Plan Generation. Nursing Informatics Pei-Yun Sabrina Hsueh, Xinxin Zhu, Vincent Deng, Sreeram Ramakrishnan, Marion J. Ball
2014	—	`conf`	Progressive Testing of Health Self-efficacy and Literacy for Personalized Engagement. MIE Pei-Yun Sabrina Hsueh, Xinxin Zhu, Sreeram Ramakrishnan
2013	J	`jnl`	An adaptable and scalable group access control scheme for managing wireless sensor networks. Telematics Informatics Fan Wu, Hao-Ting Pai, Xinxin Zhu, Pei-Yun Sabrina Hsueh, Ya-Han Hu
2013	—	`conf`	Personalized Healthcare and Adherence: Issues and Challenges. MedInfo Pei-Yun Sabrina Hsueh, Bern Shen, Vimla L. Patel, Marion J. Ball
2012	—	`conf`	Privacy protection for personal data integration and sharing in care coordination services: A case study on wellness cloud. SOLI Pei-Yun Sabrina Hsueh, Tyrone Grandison, Liangzhao Zeng, Xinxin (Katie) Zhu, Ci-Wei Lan, Jen-Hao Hsiao, Henry Chang, Hao-Ting Pai
2012	—	`conf`	Risk Mediation Cloud Service: Constructing Statistical Models of Patient Adherence for Sustainable Case Management. SRII Global Conference Pei-Yun Sabrina Hsueh, Sreeram Ramakrishnan, Henry Chang
2012	—	`conf`	Towards Personalized Care Coordination Service: Integrating Guideline-Based Practice with Interactive Data-Driven Analytics. SRII Global Conference Pei-Yun Sabrina Hsueh, Sreeram Ramakrishnan
2011	J	`jnl`	Information technology for healthcare transformation. IBM J. Res. Dev. 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
2010	C	`conf`	Cloud-based platform for personalization in a wellness management ecosystem: Why, what, and how. CollaborateCom Pei-Yun Sabrina Hsueh, R. J. R. Lin, Mark J. H. Hsiao, Liangzhao Zeng, Sreeram Ramakrishnan, Henry Chang