Yugang Jia

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 13

Top Topics

Mutual Exclusion

Predictive Model

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Eric Yang, Jonathan Amar, Jong Ha Lee, Bhawesh Kumar, Yugang Jia
The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation. CoRR (2024)
Bhawesh Kumar, Jonathan Amar, Eric Yang, Nan Li, Yugang Jia
Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection. CoRR (2024)
Pawel Renc, Yugang Jia, Anthony E. Samir, Jaroslaw Was, Quanzheng Li, David W. Bates, Arkadiusz Sitek
Zero Shot Health Trajectory Prediction Using Transformer. CoRR (2024)
Jackson A. Killian, Manish Jain, Yugang Jia, Jonathan Amar, Erich Huang, Milind Tambe
Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health. CoRR (2023)
Riyi Qiu, Yugang Jia, Mirsad Hadzikadic, Michael Dulin, Xi Niu, Xin Wang
Modeling the Uncertainty in Electronic Health Records: a Bayesian Deep Learning Approach. CoRR (2019)
Riyi Qiu, Vasu Kodali, Mark Homer, Andrew Heath, Zhaoqi Wu, Yugang Jia
Predictive Modeling of Depression with a Large Claim Dataset. BIBM (2019)
Tianzhong Yang, Yang Yang, Yugang Jia, Xiao Li
Dynamic prediction of hospital admission with medical claim data. BMC Medical Informatics Decis. Mak. (1) (2019)
Xin Wang, Yugang Jia, Merlijn Sevenster, Thomas A. Forsberg, Lucas Oliveira, Kirk Spencer
Representation Learning of Finding Codes in Structured Echocardiogram Reporting. ICHI (2018)
Yugang Jia, Xin Wang, Hanqing Cao, Boshu Ru, Tianzhong Yang
An Empirical Study of Using An Ensemble Model in e-Commerce Taxonomy Classification Challenge. eCOM@SIGIR (2018)
Wei Wang, Jun Li, Yugang Jia, Marcelo Santos
Agent-based simulation and optimization of hospital utilization in a regional network. WSC (2017)
Eran Simhon, Yugang Jia
Detecting Key Drivers for Long Length of Stay in Emergency Rooms. ICHI (2017)
Boshu Ru, Qingxin Wu, Xin Wang, Lixia Yao, Yugang Jia
Integration of Accountable Care Organization and Additional Hospital Data into CMS Referral Analytics System. ICHI (2017)
Xin Wang, Qingxin Wu, Xu Liu, Yugang Jia, Nathan Cohen
Improvements on the Effectiveness and Scalibility of CMS Referral Analytics System. ICHI (2016)
Yugang Jia, Xin Wang, Reza Sharifi Sedeh, Qingxin Wu, Nathan Cohen
A Web-Based Application for Visualizing the CMS Referral Network. ICHI (2015)
Thomas A. Forsberg, Merlijn Sevenster, Szymon Bieganski, Puran Bhagat, Melvin Kanasseril, Yugang Jia, Kirk Spencer
Automated mutual exclusion rules discovery for structured observational codes in echocardiography reporting. AMIA (2015)
Reza Sharifi Sedeh, Xianshu Zhu, Yugang Jia, Joey Liu, Oladimeji Farri, Daniel Elgort
Drug Database Refinement Using Machine Learning and Text Analysis. AMIA (2015)
Yugang Jia, Lin Li, Usha Nandini Raghavan, Nathan Cohen
Readmission Leakage Risk Stratification with Associative Classification. AMIA (2014)
Yugang Jia, Christophe Andrieu, Robert J. Piechocki, Magnus Sandell
Depth-First and Breadth-First Search Based Multilevel SGA Algorithms for Near Optimal Symbol Detection in MIMO Systems. IEEE Trans. Wirel. Commun. 7 (3) (2008)
Yugang Jia, Christophe Andrieu, Robert J. Piechocki, Magnus Sandell
Gaussian Approximation Based Mixture Reduction for Joint Channel Estimation and Detection in MIMO Systems. IEEE Trans. Wirel. Commun. 6 (7) (2007)
Yugang Jia, Christophe Andrieu, Robert J. Piechocki, Magnus Sandell
SGA based symbol detection and EM channel estimation for MIMO systems. VTC Spring (2006)
Yugang Jia, Christophe Andrieu, Robert J. Piechocki, Magnus Sandell
Gaussian approximation based mixture reduction for near optimum detection in MIMO systems. IEEE Commun. Lett. 9 (11) (2005)