Pei-Yun Sabrina Hsueh

发表

Dynamic and Accretive Composition of Patient Engagement Instruments for Personalized Plan Generation

Pei-Yun Sabrina Hsueh, Xinxin Zhu, Vincent Deng, 2014, Nursing Informatics.

Development of Temporal Context-based Feature Abstractions for Enabling Monitoring and Managing of Interventions

Pei-Yun Sabrina Hsueh, Sreeram Ramakrishnan, Shweta Sharma, 2014, MIE.

Risk Mediation Cloud Service: Constructing Statistical Models of Patient Adherence for Sustainable Case Management

Pei-Yun Sabrina Hsueh, Sreeram Ramakrishnan, Henry Chang, 2012, 2012 Annual SRII Global Conference.

Interpretable Clustering for Prototypical Patient Understanding: A Case Study of Hypertension and Depression Subgroup Behavioral Profiling in National Health and Nutrition Examination Survey Data

Subhro Das, Pei-Yun Sabrina Hsueh, 2017, AMIA.

Automatic summarization of risk factors preceding disease progression an insight-driven healthcare service case study on using medical records of diabetic patients

Pei-Yun Sabrina Hsueh, Xinxin Zhu, Vincent Deng, 2014, World Wide Web.

Personalized Healthcare and Adherence: Issues and Challenges

Pei-Yun Sabrina Hsueh, Marion J. Ball, Bern Shen, 2013, MedInfo.

Quantile Coarsening Analysis of High-Volume Wearable Activity Data in a Longitudinal Observational Study

Pei-Yun Sabrina Hsueh, Keith M. Diaz, Joshua Z. Willey, 2018, Sensors.

Cloud-based platform for personalization in a wellness management ecosystem: Why, what, and how

Pei-Yun Sabrina Hsueh, Sreeram Ramakrishnan, Liangzhao Zeng, 2010, 6th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2010).

A relative patterns discovery for enhancing outlier detection in categorical data

Fan Wu, Pei-Yun Sabrina Hsueh, Hao-Ting Pai, 2014, Decis. Support Syst..

Smart Learning Using Big and Small Data for Mobile and IOT e-Health

Pei-Yun Sabrina Hsueh, Michael Marschollek, Jeff Rogers, 2020 .

Progressive Testing of Health Self-efficacy and Literacy for Personalized Engagement

Pei-Yun Sabrina Hsueh, Xinxin Zhu, Sreeram Ramakrishnan, 2014, MIE.

Patient-Generated Health Data in Action

Pei-Yun Sabrina Hsueh, Albert Lai, Robin Austin, 2016, AMIA.

A First Step Towards Behavioral Coaching for Managing Stress: A Case Study on Optimal Policy Estimation with Multi-stage Threshold Q-learning

Pei-Yun Sabrina Hsueh, Ching-Hua Chen, Xinyu Hu, 2018, AMIA.

An adaptable and scalable group access control scheme for managing wireless sensor networks

Fan Wu, Pei-Yun Sabrina Hsueh, Xinxin Zhu, 2013, Telematics Informatics.

An interpretable health behavioral intervention policy for mobile device users

I-En Liao, Pei-Yun Sabrina Hsueh, Ching-Hua Chen, 2018, IBM J. Res. Dev..

Relative Patterns Discovery toward Big Data Analytics

Fan Wu, Pei-Yun Sabrina Hsueh, Grace Lin, 2015, 2015 IEEE 12th International Conference on e-Business Engineering.

Learning to Personalize from Practice: A Real World Evidence Approach of Care Plan Personalization based on Differential Patient Behavioral Responses in Care Management Records

Subhro Das, Pei-Yun Sabrina Hsueh, Chandramouli Maduri, 2018, AMIA.

Transforming Patient-generated Data for Wellness and Biomedical Research: From Behavioral Sensing to Decision Support

Pei-Yun Sabrina Hsueh, Fernando Martín-Sánchez, Susan Peterson, 2016, AMIA.

The Power of the Patient Voice: Learning Indicators of Treatment Adherence From An Online Breast Cancer Forum

Bradley Malin, Pei-Yun Sabrina Hsueh, Jeremy L. Warner, 2017, ICWSM.

Information technology for healthcare transformation

Paul P. Maglio, Jimeng Sun, Shahram Ebadollahi, 2011, IBM J. Res. Dev..

Making Sense of Patient-Generated Health Data for Interpretable Patient-Centered Care: The Transition from "More" to "Better"

Subhro Das, Thomas Wetter, Pei-Yun Sabrina Hsueh, 2017, MedInfo.

Towards Personalized Care Coordination Service: Integrating Guideline-Based Practice with Interactive Data-Driven Analytics

Pei-Yun Sabrina Hsueh, Sreeram Ramakrishnan, P. Hsueh, 2012, 2012 Annual SRII Global Conference.

Efficient goal attainment and engagement in a care manager system using unstructured notes

Pei-Yun Sabrina Hsueh, Ching-Hua Chen, Subhro Das, 2020, Journal of the American Medical Informatics Association : JAMIA.

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

Jiang Bian, Pei-Yun Sabrina Hsueh, Gregor Stiglic, 2021, KDD.

Next Generation Wellness: A Technology Model for Personalizing Healthcare

Pei-Yun Sabrina Hsueh, Sreeram Ramakrishnan, Henry Chang, 2016 .

Are Nomothetic or Ideographic Approaches Superior in Predicting Daily Exercise Behaviors?

Sunmoo Yoon, Pei-Yun Sabrina Hsueh, Ying Kuen Cheung, 2017, Methods of Information in Medicine.