Yiye Zhang

发表

Augmenting community-level social determinants of health data with individual-level survey data

Jessica S. Ancker, Min-hyung Kim, Yiye Zhang, 2018, AMIA.

Cognitive workload reduction in hospital information systems

Rema Padman, Daniel Gartner, Yiye Zhang, 2018, Health care management science.

Data Driven Order Set Development Using Metaheuristic Optimization

Rema Padman, Yiye Zhang, 2015, AIME.

Machine learning guided rapid focusing with sensor-less aberration corrections.

Wei Gong, Yiye Zhang, Hui-Liang Shen, 2018, Optics express.

Revision of Order Sets Using Experts' Knowledge and Data-Driven Evidence

David K. Vawdrey, Yiye Zhang, Jorge M. Luna, 2017, AMIA.

Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data

Rema Padman, Yiye Zhang, Nirav Patel, 2015, J. Biomed. Informatics.

Workload Reduction Through Usability Improvement of Hospital Information Systems - The Case of Order Set Optimization

Rema Padman, Daniel Gartner, Yiye Zhang, 2015, ICIS.

Sequential Pattern Mining of Longitudinal Adverse Events After Left Ventricular Assist Device Implant

Rema Padman, Yiye Zhang, Faezeh Movahedi, 2019, IEEE Journal of Biomedical and Health Informatics.

Association networks in a matched case-control design - Co-occurrence patterns of preexisting chronic medical conditions in patients with major depression versus their matched controls

Fei Wang, Jyotishman Pathak, Min-hyung Kim, 2018, J. Biomed. Informatics.

Developing and maintaining clinical decision support using clinical knowledge and machine learning: the case of order sets

David K. Vawdrey, Yiye Zhang, Jorge M. Luna, 2018, J. Am. Medical Informatics Assoc..

A Survey of Clinicians' Perception of Pharmacogenomics Testing for Antidepressants

Rainu Kaushal, Jyotishman Pathak, Yiye Zhang, 2019, AMIA.

Reducing clinical workload in the care prescription process: Optimization of order sets

Rema Padman, Daniel Gartner, Yiye Zhang, 2019 .

Informatics approaches to collecting, analyzing, and addressing social determinants of health in healthcare

Jessica S. Ancker, Yiye Zhang, Yongkang Zhang, 2019, AMIA.

Comparing Sex-Specific Association Networks of Chronic Medical Conditions

Fei Wang, Jyotishman Pathak, Min-hyung Kim, 2018, 2018 IEEE International Conference on Healthcare Informatics (ICHI).

Paving the COWpath: data-driven design of pediatric order sets.

Rema Padman, Yiye Zhang, James E. Levin, 2014, Journal of the American Medical Informatics Association : JAMIA.

Data-driven Order Set Generation and Evaluation in the Pediatric Environment

Rema Padman, Yiye Zhang, James E. Levin, 2012, AMIA.

On Combining Clinical and Cost Pathways for Multimorbid Patients Using Electronic Health Record Data

Rema Padman, Yiye Zhang, 2017, CRI.

Using Electronic Health Records and Machine Learning to Predict Postpartum Depression

Yiye Zhang, Jyotishman Pathak, Shuojia Wang, 2019, MedInfo.

Redesigning the "Choice Architecture" of the EHR to Reduce Clinical Decision Support Burden

Sameer Malhotra, Jessica S. Ancker, Yiye Zhang, 2017, AMIA.

The potential value of social determinants of health in predicting health outcomes

Jessica S. Ancker, Jyotishman Pathak, Min-hyung Kim, 2018, J. Am. Medical Informatics Assoc..

On Learning and Visualizing Practice-based Clinical Pathways for Chronic Kidney Disease

Larry A. Wasserman, Rema Padman, Yiye Zhang, 2014, AMIA.

Data-driven Clinical Pathway Learning and Outcomes Prediction for Chronic Kidney Disease

Rema Padman, Yiye Zhang, 2016, AMIA.

Reducing Provider Cognitive Workload in CPOE Use: Optimizing Order Sets

Rema Padman, Yiye Zhang, James E. Levin, 2013, MedInfo.

Data-driven Optimization of Order Sets Within an Electronic Health Record System

Yiye Zhang, Soyeon Yoon, Hao Shi, 2018, AMIA.

An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions

Rema Padman, Yiye Zhang, R. Padman, 2017, MedInfo.

Toward Order Set Optimization Using Click Cost Criteria in the Pediatric Environment

Rema Padman, Yiye Zhang, James E. Levin, 2013, 2013 46th Hawaii International Conference on System Sciences.

Mining Temporal Patterns from Sequential Healthcare Data

Rema Padman, James F. Antaki, Yiye Zhang, 2018, 2018 IEEE International Conference on Healthcare Informatics (ICHI).

On Clinical Pathway Discovery from Electronic Health Record Data

Larry A. Wasserman, Rema Padman, Yiye Zhang, 2015, IEEE Intelligent Systems.

Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer

Feiyu Xu, Yiye Zhang, Changjian Hu, 2020, COLING.

Data-Driven Approaches for Developing Clinical Practice Guidelines

Rema Padman, Yiye Zhang, R. Padman, 2017 .

MyEDCare: Evaluation of a Smartphone-Based Emergency Department Discharge Process

Yiye Zhang, Rahul Sharma, Patrick Rumble, 2021, Appl. Clin. Inform..

Identifying, Analyzing, and Visualizing Diagnostic Paths for Patients with Nonspecific Abdominal Pain

Rema Padman, Yiye Zhang, Goutham Rao, 2018, Applied Clinical Informatics.

Data‐driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records

Pascal Brandt, Fei Wang, Yuan Luo, 2020, Learning health systems.

Innovations in chronic care delivery using data-driven clinical pathways.

Rema Padman, Yiye Zhang, R. Padman, 2015, The American journal of managed care.

Data-driven clinical and cost pathways for chronic care delivery.

Rema Padman, Yiye Zhang, 2016, The American journal of managed care.