Pei-yun S. (Sabrina) Hsueh  Pei-yun S. (Sabrina) Hsueh photo       

contact information

Behavioral Analytics, Cognitive Learning and Adaptation, Multimdoal and Text analytics, Human Computer Interaction
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash914dash945dash1916

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2017

Added Value from Secondary Use of Person Generated Health Data in Consumer Health Informatics
Hsueh PS, F Martin-Sanchez, K. Kim, S Peterson, S Dey, Y-K Cheung, T Wetter.
IMIA Yearbook Review 26(1), 2017

Making sense of Patient Generated Health Data with better interpretability: The transition from "more" to "better"
Hsueh PS, S Das, S Dey, T Wetter.
MEDINFO 2017

Consumer Health Informatics Survey: Present and Future Trends in Consumer Health Informatics and Patient Generated Health Data
Lai A, Hsueh PS, Y Choi, R Austin.
2017 IMIA Yearbook of Medical Informatics

Interpretable Clustering for Prototypical Patient Understanding: A Case Study of Hypertension and Depression Behavioral Profiling in National Health and Nutrition Examination Survey Data.
Hsueh PS, S Das
AMIA 2017 Podium presentation

A First Step Towards Behavioral Coaching for Managing Stress: A Case Study on Optimal Policy Estimation with Multi-stage Threshold Q-learning
Hu X, PS Hsueh, M Qian, C-H Chen, KM Diaz, Y-K Cheung.
AMIA 2017

The Power of the Patient Voice: Learning Indicators of Treatment Adherence From An Online Breast Cancer Forum.
Yin, Zhijun and Malin, Bradley and Warner, Jeremy and Hsueh, Pei-Yun and Chen, Ching-Hua
ICWSM, pp. 337--346, 2017

Putting patient data into action: the use of patient-generated health data in clinical care and research
Austin, Robin R and Kim, Katherine and Beckjord, Ellen and Hesse, Bradford W and Smith, Ashley Wilder and Gorin, Sherri Sheinfeld and Wright, Julie A and Breland, Jessica Y and Tanaka, Miho and Hsueh, Pei-Yun Sabrina
ANNALS OF BEHAVIORAL MEDICINE, pp. S16--S17, 2017


2016

Transforming Patient-generated Data for Wellness and Biomedical Research: From Behavioral Sensing to Decision Support.
Hsueh, Pei-Yun Sabrina and Peterson, Susan and Mart{\'\i}n-S{\'a}nchez, Fernando Jos{\'e} and Kim, Katherine K and Demiralp, {\c{C}}agatay
AMIA, 2016

Patient-Generated Health Data in Action.
Austin, Robin and Lai, Albert and Hsueh, Pei-Yun
AMIA, 2016

Next Generation Wellness: A Technology Model for Personalizing Healthcare
Hsueh, Pei-Yun Sabrina and Chang, Henry and Ramakrishnan, Sreeram
Healthcare Information Management Systems, pp. 355--374, Springer, 2016
Abstract

AMIA Working Group Pre-symposia on "Patient-Generated Health Data in Action
Austin R., A. Lai, P.S. Hsueh
American Medical Informatics Association annual conference (AMIA 2016)

Didactic Panel: Transforming Patient-Generated Data for Wellness and Biomedical Research: From Behavioral Sensing to Decision Support
P.S. Hsueh, C. Demiralp, F. Martin-Sanchez, K. Kim, S. Peterson.
American Medical Informatics Association annual conference (AMIA 2016)

Workshop on Interdisciplinary Approaches for Using Visualization for Wellness Decision Support
Hsueh, P.S., aatay Dimiralp and Xinxin Zhu
Medical Informatics European Annual Conference 2016: Health  Exploring Complexity (HEC 2016)

Putting User-Generated Data in Action: Improving Interpretability for Clinical and Consumer Informatics.
Hsueh, P.S., S. Dey, X. Zhu, Bian Yang, Y-K Cheung and Thomas Wetter
Medical Informatics European Annual Conference 2016: Health  Exploring Complexity (HEC 2016)

An Socio-Technical Approach to Securing Health Informatics
Bian Yang, Hsueh, P.S., Steinar Pedersen, Richard Guest, Ashish Kundu
Medical Informatics European Annual Conference 2016: Health  Exploring Complexity (HEC 2016).


2015

Relative Patterns Discovery toward Big Data Analytics
Pai, Hao-Ting and Wu, Fan and Hsueh, Pei-Yun S Sabrina and Lin, Grace and Chan, Ya-Hui
e-Business Engineering (ICEBE), 2015 IEEE 12th International Conference on, pp. 401--407
Abstract

Special section on The Human Side of Service Engineering
Hsueh, Pei-Yun S and Zhu, Xin Xin and Hsiao, Mark JH and Lee, Selina YF and Deng, Vincent and Ramakrishnan, Sreeram and Saviano, Marialuisa and Simone, Cristina
World Wide Web18, 1145, Springer, 2015
Abstract

Automatic summarization of risk factors preceding disease progression an insight-driven healthcare service case study on using medical records of diabetic patients
Hsueh, Pei-Yun S and Zhu, Xin Xin and Hsiao, Mark JH and Lee, Selina YF and Deng, Vincent and Ramakrishnan, Sreeram
World Wide Web 18(4), 1163--1175, Springer, 2015
Abstract

System and method for signaling mild cognitive impairment of a vehicle operator
R. Farrell, P. Hsueh, X. Zhu, C. Danis
Technical Report, IBM Tech report, 2015

A relative patterns discovery for enhancing outlier detection in categorical data.
H.T. Pai, F. Wu, P.Y. Hsueh
Decision Support Systems67, 90-99, 2015

Relative Patterns Discovery toward Big Data Analytics.
Pai, H., F. Wu, P.S. Hsueh, G. Lin, Y. Chang.
12th International Conference on E-Business Engineering (ICEBE 2015)

Effective patient adherence management with patient-generated data.
Hsueh, P.S., M. Ball, M. Marschollek, F. J. Martin Sanchez, C. Patrovian, V. Patel.
The 15th World Congress on Medical and Health Informatics (MEDINFO 2015)

Addressing Patient Adherence Issues by Engaging Enabling Technologies
Hsueh, P.S., M. Ball, F. J. Martin Sanchez, C. Patrovian, V. Patel.
Proceedings of the 26th European Medical Informatics Conference (MIE 2015)

Next-Generation Wellness and Prevention Care: From Supporting Technology for Personalization to Ecosystem Formation.
P. Hsueh, H. Chang, S. Ramakrishnan
Healthcare information Management, 4th Edition, Springer Publishing, 2015


2014

Progressive testing of health self-efficacy and literacy for personalized engagement.
Hsueh, Pei-Yun Sabrina and Zhu, XinXin and Ramakrishnan, Sreeram
MIE, pp. 453--457, 2014
Abstract

Dynamic and accretive composition of patient engagement instruments for personalized plan generation.
Hsueh, Pei-Yun Sabrina and Zhu, Xinxin and Deng, Vincent and Ramakrishnan, Sreeram and Ball, Marion
Nursing Informatics, pp. 447--451, 2014
Abstract

A relative patterns discovery for enhancing outlier detection in categorical data
H.T. Pai, F. Wu, P.Y. Hsueh
Decision Support Systems67, 90-99, 2014

Dynamic and accretive composition of patient engagement instruments for personalized plan generation
Hsueh, P., X. Zhu, V. Deng, S. Ramakrishnan, M. Ball
Nursing Informatics 2014 (NI 2014)

Development of Temporal Context-based Feature Abstractions for Enabling Monitoring and Managing of Interventions. .
Hsueh, P.S., K. Yu, M. Akushevich, S. Sharma, S. Ramakrishnan, P. Mooiweer
Proceedings of the 25th European Medical Informatics Conference (MIE 2014)

Automatic Summarization of Risk Factors Preceding Disease Progression: An Insight-driven Healthcare Service Case Study on Using Medical Records of Diabetic Patients.
Hsueh, P.S., X. Zhu, M. Hsiao, S. Lee, V. Deng, S. Ramakrishnan.
World Wide Web Journal, 2014

Progressive testing of health self-efficacy and literacy for personalized engagement
Hsueh, P., X. Zhu, S. Ramakrishnan
Proceedings of the 25th European Medical Informatics Conference (MIE 2014)

Gap Analysis of Insight-Driven Personalized Health Services through Patient-Controlled Devices. MIE 2014 Workshop.
Hsueh, P.S., M. Marschollek, Y. Peres, S. von Cavallar, F. J. Martin Sanchez.
2014 European Medical Informatics Conference (MIE) Proceedings

Context-sensitive Personal Speech Completion Aid
R. Farrel, C. Danis, X. Zhu, P. Hsueh
Technical Report, 2014

System and method for signaling mild cognitive impairment of a vehicle operator
R. Farrel, C. Danis, X. Zhu, P. Hsueh
Technical Report, 2014


2013

Personalized healthcare and adherence: issues and challenges.
Hsueh, Pei-Yun Sabrina and Shen, Bern and Patel, Vimla and Ball, Marion
MedInfo, pp. 1238, 2013
Abstract

An adaptable and scalable group access control scheme for managing wireless sensor networks
Wu, F., Pai, H.-T., Zhu, X., Hsueh, P.-Y., Hu, Y.-H
Telematics and Informatics, vol. 30, no. 2, pp. 144-157, 2013.

Predicting Disease Progression and Comorbidity Development: A Case Study in Data Collection for Diabetes Risk Assessment.
Hsueh, P., M. Hsiao, S. Lee, X. Zhu, S. Ramakrishnan
Frontiers in Service 2013

Personalized Healthcare and Adherence: Issues and Challenges
Hsueh, P., M. Ball, V. Patel, B. Shen
The 14th World Congress on Medical and Health Informatics (MEDINFO 2013)


2012

Towards Personalized Care Coordination Service: Integrating Guideline-Based Practice with Interactive Data-Driven Analytics
Hsueh, Pei-Yun and Ramakrishnan, Sreeram
SRII Global Conference (SRII), 2012 Annual, pp. 250--257
Abstract

Risk Mediation Cloud Service: Constructing Statistical Models of Patient Adherence for Sustainable Case Management
Hsueh, Pei-Yun and Ramakrishnan, Sreeram and Chang, Henry
SRII Global Conference (SRII), 2012 Annual, pp. 237--242
Abstract

Privacy Protection for Personal Data Integration and Sharing in Care Coordination Services: A Case Study on Wellness Cloud
Hsueh, P., T. Grandison, L. Zeng, X. Zhu, H. Pai, C. Lan, R. Hsiao, and H. Chang
Proceedings of International Conference of Service Operations, Logistics and Informatics (SOLI 2012)

From Clinical Requirement to Personalized Wellness Decision Support: A Data-driven Framework for Computer-Supported Guideline Refinement
Pei-Yun Hsueh, , Ci-Wei Lan, Vincent Deng, and Xinxin Zhu
Proceedings of the 24th European Medical Informatics Conference (MIE 2012), 2012

Personalized Adherence Activity Recognition via Model-driven Sensor Data Assessment
Mark Hsiao, Pei-yun Hsueh and Sreeram Ramakrishnan
Proceedings of the 24th European Medical Informatics Conference (MIE 2012)

An Adaptable and Scalable Group Access Control Scheme for Managing Wireless Sensor Network
Fan Wu, Hao-Ting Pai, Xinxin Zhu, Pei-Yun Hsueh, Ya-Han Hu
Telematics and Informatics, Elsevier, 2012

Challenges and Requirements on Privacy in Enabling Evidence Use Service on Wellness Cloud
P. Hsueh, T. Grandison, X. Zhu, H. Pai, and H. Chang
Frontiers in Service Conference, 2012

Risk Mediation Service Cloud: Constructing Statistical Models of User Compliance for Sustainable Chronic Care
P. Hsueh, S. Ramakrishnan and H. Chang
Global Conference of Service Research and Innovation: Driving Innovation for IT Services, 2012

Towards Personalized Care Coordination Service: Integrating Guideline-based Practice with Interactive Data-driven Analytics
P. Hsueh and S. Ramakrishnan
Global Conference of Service Research and Innovation: Driving Innovation for IT Services, 2012


2011


Dynamic Access Control for Secure Group Communication over Sensor Networks
F. Wu, H. T. Pai, X. Zhu, P. Hsueh
Proceedings of International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2011

The New World Of Evidence-based Medicine: Thinking Beyond Randomized Controlled Trials.
Grandison et al.
Journal of American Medical Informatics (JAMIA), 2011

Intelligent Nutrition Service for Personalized Dietary Guidelines and Lifestyle Intervention
Hsiao, R., Hsueh, P., et al.
International Joint Conference on Service Sciences, Computer Aided Service Experience Engineering Workshop. , 2011

Privacy Protection Issues for Healthcare Wellness Clouds
Grandison, T., Hsueh, P., Zeng, L., Chang, H.
Privacy Protection Measures and Technologies in Business Organizations , 2011

Outcome-driven Service Composition in GreenOlive Intelligent Living Platform
Zeng, L., Hsueh, P., and X. Zhu
The 13th International Congress on Medical Informatics (MIE 2011) (TOP PIC CONFERENCE)

Latent Graphical Models for Quantifying and Predicting Patent Quality.
Liu Y., Hsueh, P. et al.
17th ACM Knowledge Discovery and Data Mining (KDD 2011)(TOP PIC CONFERENCE)


2010

Cloud-based platform for personalization in a wellness management ecosystem: Why, what, and how
P Y S Hsueh, R J R Lin, M J H Hsiao, L Zeng, S Ramakrishnan, H Chang
Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), 2010 6th International Conference on, pp. 1--8

A Smarter Platform for Health Care Solution over Next Generation Network.
Chen R., Hsiao, M., Hsueh, P., and Zeng, L.
IBM GCG Technical Conference, 2010

Cloud-based Platform for Personalization in a Wellness Management Ecosystem: Why, What, and How
Pei-Yun S. Hsueh, Raymund J.R. Lin, Mark J.H. Hsiao, Liangzhao Zeng, Sreeram Ramakrishnan, and Henry Chang
6th International Conference on Collaborative Computing: Networking, Applications and Worksharing, Create-Net, the Institute for Computer Sciences, and Social Informatics and Telecommunications Engineering (ICST), and IEEE Computer Society , 2010

Personal Wellness Record: Feature Selection Methods for Risk Stratification.
Hsueh, P., Lan, C., and Ramakrishnan S.
INFORMS Services Science, 2010

GreenOlive: An open platform for wellness management ecosystem
L Zeng, P Y Hsueh, H Chang, C Chung, R Huang
Service Operations and Logistics and Informatics (SOLI), 2010 IEEE International Conference on, pp. 88--93

Social Media Analytics: The Next Generation of Analytics-Based Marketing Seeks Insight From Blogs
Rick Lawrence, Prem Melville, Claudia Perlich, Vikas Sindhawni, Steve Meliksetian, Pei-Yun Hsueh, Yan Liu
ORMS TodayFeb, 2010, 28--32, INFORMS


2009

Meeting decision detection: multimodal information fusion for multi-party dialogue understanding
Hsueh, Pei-Yun
2009 - era.lib.ed.ac.uk, The University of Edinburgh
Abstract

Machine Learning for Social Media Analytics
Prem Melville, Vikas Sindhwani, Richard D. Lawrence, Estepan Meliksetian, Yan Liu, Pei-Yun Hsueh, Claudia Perlich
NYAS Magazine, NYAS, 2009

Who is the expert? Analyzing gaze data to predict expertise level in collaborative applications
Yan Liu, Pei-Yun Hsueh, Jennifer Lai, Mirweis Sangin, M-A Nussli, Pierre Dillenbourg
Multimedia and Expo, 2009. ICME 2009. IEEE International Conference on, pp. 898--901

Data quality from crowdsourcing: a study of annotation selection criteria
P Y Hsueh, P Melville, V Sindhwani
Proceedings of the NAACL HLT 2009 Workshop on Active Learning for Natural Language Processing, pp. 27--35

Improving meeting summarization by focusing on user needs: a task-oriented evaluation
PY Hsueh, JD Moore
Proceedings of the 13th international conference on …, 2009 - portal.acm.org


2008

Audio-based unsupervised segmentation of multiparty dialogue
Hsueh, Pei-Yun
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on, pp. 5049--5052
Abstract

Automatic decision detection in meeting speech
PY Hsueh, JD Moore
Lecture Notes in Computer Science, 2008 - Springer

Audio -based unsupervised segmentation of multiparty dialogue
PY Hsueh
IEEE International Conference on Acoustics, Speech …, 2008 - ieeexplore.ieee.org


2007

Decision Detection and Tracking: Multimodal Information Fusion from Multiparty Discourse
Hsueh, Pei-Yun Sabrina
Institute for Communicating and Collaborative Systems, 2007

Automatic segmentation and summarization of meeting speech
G Murray, PY Hsueh, S Tucker, J Kilgour, J …
Proceedings of Human Language Technologies: The …, 2007 - portal.acm.org

Combining multiple knowledge sources for dialogue segmentation in multimedia archives
PY Hsueh, JD Moore
ANNUAL MEETING-ASSOCIATION FOR …, 2007 - acl.ldc.upenn.edu

What decisions have you made: Automatic decision detection in conversational speech
PY Hsueh, J Moore
Proceedings of NAACL HLT, 2007 - acl.ldc.upenn.edu


2006

Automatic Segmentation of Multiparty Dialogue.
Hsueh, Pei-Yun and Moore, Johanna D and Renals, Steve
EACL, 2006
Abstract


Automatic segmentation of multiparty dialogue
PY Hsueh, J Moore, S Renals
the Proceedings of the 11th Conference of the European …, 2006 - acl.ldc.upenn.edu


2000

A case-study on example-based parsing
Streiter, Oliver and Hsueh, Pei—Yun
International Conference on Chinese Language Computing 2000
Abstract


Year Unknown

Privacy Protection Issues for Healthcare Wellness Clouds Wellness Clouds
Grandison, Tyrone and Pei-yun, S Hsueh and Zeng, Liangzhao and Chang, Henry and Chen, Yi-Hui and Lan, Ci-Wei and Pai, Howard and Tseng, Li-Feng
yun, L Zeng, H Chang, YH Chen… - researchgate.net, 0
Abstract

Dynamic access control for secure group communication in wireless sensor networks
F Wu, H T Pai, X Zhu, P Y Hsueh, Y H Hu
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2011 8th International Conference on, pp. 288--291