Yugang Jia

According to our database, Yugang Jia authored at least 26 papers between 2005 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

AI Agents for Conversational Patient Triage: Preliminary Simulation-Based Evaluation with Real-World EHR Data.

Sina Rashidian, Nan Li, Jonathan Amar, Jong Ha Lee, Sam Pugh, Eric Yang, Geoff Masterson, Myoung Cha, Yugang Jia, Akhil Vaid

CoRR, June, 2025

Foundation Model of Electronic Medical Records for Adaptive Risk Estimation.

Pawel Renc, Michal K. Grzeszczyk, Nassim Oufattole, Deirdre Goode, Yugang Jia, Szymon Bieganski, Matthew B. A. McDermott, Jaroslaw Was, Anthony E. Samir, Jonathan W. Cunningham, David W. Bates, Arkadiusz Sitek

CoRR, February, 2025

Representation Learning of Lab Values via Masked AutoEncoder.

David S. Restrepo, Chenwei Wu, Yueran Jia, Jaden K. Sun, Jack Gallifant, Catherine G. Bielick, Yugang Jia, Leo A. Celi

CoRR, January, 2025

Sleepless Nights, Sugary Days: Creating Synthetic Users with Health Conditions for Realistic Coaching Agent Interactions.

Taedong Yun, Eric Yang, Mustafa Safdari, Jong Ha Lee, Vaishnavi Vinod Kumar, S. Sara Mahdavi, Jonathan Amar, Derek Peyton, Reut Aharony, Andreas Michaelides, Logan Douglas Schneider, Isaac R. Galatzer-Levy, Yugang Jia, John Canny, Arthur Gretton, Maja J. Mataric

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Zero shot health trajectory prediction using transformer.

Pawel Renc, Yugang Jia, Anthony E. Samir, Jaroslaw Was, Quanzheng Li, David W. Bates, Arkadiusz Sitek

npj Digit. Medicine, 2024

From Barriers to Tactics: A Behavioral Science-Informed Agentic Workflow for Personalized Nutrition Coaching.

Eric Yang, Tomas Garcia, Hannah Williams, Bhawesh Kumar, Martin Ramé, Eileen Rivera, Yiran Ma, Jonathan Amar, Caricia Catalani, Yugang Jia

CoRR, 2024

The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation.

Eric Yang, Jonathan Amar, Jong Ha Lee, Bhawesh Kumar, Yugang Jia

CoRR, 2024

Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection.

Bhawesh Kumar, Jonathan Amar, Eric Yang, Nan Li, Yugang Jia

Proceedings of the Machine Learning for Healthcare Conference, 2024

2023

Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health.

Jackson A. Killian, Manish Jain, Yugang Jia, Jonathan Amar, Erich Huang, Milind Tambe

CoRR, 2023

2019

Dynamic prediction of hospital admission with medical claim data.

Tianzhong Yang, Yang Yang, Yugang Jia, Xiao Li

BMC Medical Informatics Decis. Mak., 2019

Modeling the Uncertainty in Electronic Health Records: a Bayesian Deep Learning Approach.

Riyi Qiu, Yugang Jia, Mirsad Hadzikadic, Michael Dulin, Xi Niu, Xin Wang

CoRR, 2019

Predictive Modeling of Depression with a Large Claim Dataset.

Riyi Qiu, Vasu Kodali, Mark Homer, Andrew Heath, Zhaoqi Wu, Yugang Jia

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018

An Empirical Study of Using An Ensemble Model in e-Commerce Taxonomy Classification Challenge.

Yugang Jia, Xin Wang, Hanqing Cao, Boshu Ru, Tianzhong Yang

Proceedings of the SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018

Representation Learning of Finding Codes in Structured Echocardiogram Reporting.

Xin Wang, Yugang Jia, Merlijn Sevenster, Thomas A. Forsberg, Lucas Oliveira, Kirk Spencer

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

2017

Agent-based simulation and optimization of hospital utilization in a regional network.

Wei Wang, Jun Li, Yugang Jia, Marcelo Santos

Proceedings of the 2017 Winter Simulation Conference, 2017

Detecting Key Drivers for Long Length of Stay in Emergency Rooms.

Eran Simhon, Yugang Jia

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Integration of Accountable Care Organization and Additional Hospital Data into CMS Referral Analytics System.

Boshu Ru, Qingxin Wu, Xin Wang, Lixia Yao, Yugang Jia

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

2016

Improvements on the Effectiveness and Scalibility of CMS Referral Analytics System.

Xin Wang, Qingxin Wu, Xu Liu, Yugang Jia, Nathan Cohen

Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

2015

A Web-Based Application for Visualizing the CMS Referral Network.

Yugang Jia, Xin Wang, Reza Sharifi Sedeh, Qingxin Wu, Nathan Cohen

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Drug Database Refinement Using Machine Learning and Text Analysis.

Reza Sharifi Sedeh, Xianshu Zhu, Yugang Jia, Joey Liu, Oladimeji Farri, Daniel Elgort

Proceedings of the AMIA 2015, 2015

Automated mutual exclusion rules discovery for structured observational codes in echocardiography reporting.

Thomas A. Forsberg, Merlijn Sevenster, Szymon Bieganski, Puran Bhagat, Melvin Kanasseril, Yugang Jia, Kirk Spencer

Proceedings of the AMIA 2015, 2015

2014

Readmission Leakage Risk Stratification with Associative Classification.

Yugang Jia, Lin Li, Usha Nandini Raghavan, Nathan Cohen

Proceedings of the AMIA 2014, 2014

2008

Depth-First and Breadth-First Search Based Multilevel SGA Algorithms for Near Optimal Symbol Detection in MIMO Systems.

Yugang Jia, Christophe Andrieu, Robert J. Piechocki, Magnus Sandell

IEEE Trans. Wirel. Commun., 2008

2007

Gaussian Approximation Based Mixture Reduction for Joint Channel Estimation and Detection in MIMO Systems.

Yugang Jia, Christophe Andrieu, Robert J. Piechocki, Magnus Sandell

IEEE Trans. Wirel. Commun., 2007

2006

SGA based symbol detection and EM channel estimation for MIMO systems.

Yugang Jia, Christophe Andrieu, Robert J. Piechocki, Magnus Sandell

Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

2005

Gaussian approximation based mixture reduction for near optimum detection in MIMO systems.

Yugang Jia, Christophe Andrieu, Robert J. Piechocki, Magnus Sandell

IEEE Commun. Lett., 2005