2023
Medical visual question answering using joint self-supervised learning.
CoRR, 2023
2021
Disease network delineates the disease progression profile of cardiovascular diseases.
J. Biomed. Informatics, 2021
Adversarial Sample Enhanced Domain Adaptation: A Case Study on Predictive Modeling with Electronic Health Records.
CoRR, 2021
2020
Dynamic Knowledge Distillation for Black-box Hypothesis Transfer Learning.
CoRR, 2020
Unlocking the Power of Deep PICO Extraction: Step-wise Medical NER Identification.
CoRR, 2020
2019
A Method to Accelerate and Visualize Iterative Clinical Paper Searching.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Multiple MACE Risk Prediction using Multi-Task Recurrent Neural Network with Attention.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
From EHR Data to Medication Adherence Assessment: A Case Study on Type 2 Diabetes.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
A Data-driven Clinical Decision Support System for Acute Coronary Syndrome Patient Similarity.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Translational Health Informatics from Risk Prediction Modeling to Risk Assessment Service.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
2017
Personal Health Self-Management in a Data Perspective.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Interactive Machine Learning for Medical Research: A Framework to Enhance the Engagement of Clinical Researchers.
Proceedings of the AMIA 2017, 2017
2016
Building Evidence Graph for Clinical Decision Support.
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016
Feature++: Automatic Feature Construction for Clinical Data Analysis.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016
Accelerate Healthcare Data Analytics: An Agile Practice to Perform Collaborative and Reproducible Analyses.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016
2015
Outcome-driven Evaluation Metrics for Treatment Recommendation Systems.
Proceedings of the Digital Healthcare Empowering Europeans, 2015
Synthesizing Analytic Evidence to Refine Care Pathways.
Proceedings of the Digital Healthcare Empowering Europeans, 2015
Analysis of Care Pathway Variation Patterns in Patient Records.
Proceedings of the Digital Healthcare Empowering Europeans, 2015
A Decision Fusion Framework for Treatment Recommendation Systems.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Mining Temporal and Data Constraints Associated with Outcomes for Care Pathways.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Case Analytics Workbench: Platform for Hybrid Process Model Creation and Evolution.
Proceedings of the Business Process Management - 13th International Conference, 2015
2014
Care Pathway Workbench: Evidence Harmonization from Guideline and Data.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Embracing case management for computerization of care pathways.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Automatic Variance Analysis of Multistage Care Pathways.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
2013
A Novel Approach to Generating CER Hypotheses based on Mining Clinical Data.
Proceedings of the MEDINFO 2013, 2013
2010
Dandelion: supporting coordinated, collaborative authoring in Wikis.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010
2008
An Active-Drop Congestion Control Protocol in Peer-to-Peer Multicast Streaming.
Proceedings of the Seventh International Conference on Grid and Cooperative Computing, 2008
2007
A mini-bandwidth guaranteed and differentiated service supporting bandwidth allocation algorithm for Multimedia Group Communication.
Comput. Commun., 2007
2006
A Speech Enhancement Approach for Live Teaching System Using a Novel Hybrid Double Talk Detector.
Proceedings of the 10th International Conference on CSCW in Design, 2006