Pei-Yun Sabrina Hsueh

Orcid: 0000-0002-0737-4983

Affiliations:
  • Thomas J. Watson Research Center, Yorktown Heights, USA


According to our database1, Pei-Yun Sabrina Hsueh authored at least 30 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2023
Workshop on Applied Data Science for Healthcare: Applications and New Frontiers of Generative Models for Healthcare.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022
Workshop on Applied Data Science for Healthcare (DSHealth): Transparent and Human-centered AI.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
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.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020
Learning Interpretable Behavioral Engagement for Care Management.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Patient Characteristics Associated with ER Visits in a Direct Primary Care Practice.
Proceedings of the AMIA 2020, 2020

New Care Delivery Models for Critical Responses: Case Studies of E-enabled Patient-Provider Communication in Context.
Proceedings of the AMIA 2020, 2020

2019
Learning Patient Engagement in Care Management: Performance vs. Interpretability.
CoRR, 2019

Modeling the Personas of Primary Care Communication Modality Usage: Experiences from the R-Health Direct Primary Care Model.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2018
Quantile Coarsening Analysis of High-Volume Wearable Activity Data in a Longitudinal Observational Study.
Sensors, 2018

An interpretable health behavioral intervention policy for mobile device users.
IBM J. Res. Dev., 2018

Learning to Personalize from Practice: A Real World Evidence Approach of Care Plan Personalization based on Differential Patient Behavioral Responses in Care Management Records.
Proceedings of the AMIA 2018, 2018

2017
Making Sense of Patient-Generated Health Data for Interpretable Patient-Centered Care: The Transition from "More" to "Better".
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

The Power of the Patient Voice: Learning Indicators of Treatment Adherence From An Online Breast Cancer Forum.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

A First Step Towards Behavioral Coaching for Managing Stress: A Case Study on Optimal Policy Estimation with Multi-stage Threshold Q-learning.
Proceedings of the AMIA 2017, 2017

Interpretable Clustering for Prototypical Patient Understanding: A Case Study of Hypertension and Depression Subgroup Behavioral Profiling in National Health and Nutrition Examination Survey Data.
Proceedings of the AMIA 2017, 2017

2016
Transforming Patient-generated Data for Wellness and Biomedical Research: From Behavioral Sensing to Decision Support.
Proceedings of the AMIA 2016, 2016

Patient-Generated Health Data in Action.
Proceedings of the AMIA 2016, 2016

2015
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, 2015

Relative Patterns Discovery toward Big Data Analytics.
Proceedings of the 12th IEEE International Conference on e-Business Engineering, 2015

2014
A relative patterns discovery for enhancing outlier detection in categorical data.
Decis. Support Syst., 2014

Dynamic and Accretive Composition of Patient Engagement Instruments for Personalized Plan Generation.
Proceedings of the Nursing Informatics 2014 - East Meets West eSMART+, 2014

Progressive Testing of Health Self-efficacy and Literacy for Personalized Engagement.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Development of Temporal Context-based Feature Abstractions for Enabling Monitoring and Managing of Interventions.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

2013
An adaptable and scalable group access control scheme for managing wireless sensor networks.
Telematics Informatics, 2013

Personalized Healthcare and Adherence: Issues and Challenges.
Proceedings of the MEDINFO 2013, 2013

2012
Risk Mediation Cloud Service: Constructing Statistical Models of Patient Adherence for Sustainable Case Management.
Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012

Towards Personalized Care Coordination Service: Integrating Guideline-Based Practice with Interactive Data-Driven Analytics.
Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012

Privacy protection for personal data integration and sharing in care coordination services: A case study on wellness cloud.
Proceedings of 2012 IEEE International Conference on Service Operations and Logistics, 2012

2011
Information technology for healthcare transformation.
IBM J. Res. Dev., 2011

2010
Cloud-based platform for personalization in a wellness management ecosystem: Why, what, and how.
Proceedings of the 6th International Conference on Collaborative Computing: Networking, 2010


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