Yiye Zhang
According to our database1,
Yiye Zhang
authored at least 43 papers
between 2012 and 2024.
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Bibliography
2024
Visualizing machine learning-based predictions of postpartum depression risk for lay audiences.
J. Am. Medical Informatics Assoc., January, 2024
Preparing for the bedside - optimizing a postpartum depression risk prediction model for clinical implementation in a health system.
J. Am. Medical Informatics Assoc., 2024
2023
Effects of online support and social media communities on gestational diabetes: A systematic review.
Int. J. Medical Informatics, December, 2023
Inf. Process. Manag., November, 2023
2022
Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models.
CoRR, 2022
Supervised pretraining through contrastive categorical positive samplings to improve COVID-19 mortality prediction.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022
2021
Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups.
J. Am. Medical Informatics Assoc., 2021
Appl. Clin. Inform., 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Prescribing Pharmacogenomics Testing: Analyzing the Acceptance of Healthcare Providers through a Survey Study.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Impact of Social Determinants of Health on Predictive Models in 30-Day Hospital Readmission or Death for Patients with Severe Obesity.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Sequential Pattern Mining of Longitudinal Adverse Events After Left Ventricular Assist Device Implant.
IEEE J. Biomed. Health Informatics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Data-Driven Clinical Decision Support for Computerized Physician Order Entry: Development, Evaluation, and Implementation.
Proceedings of the AMIA 2020, 2020
Identification of Alzheimer's Disease Subtypes from Electronic Health Records Using a Data-Driven Approach.
Proceedings of the AMIA 2020, 2020
Provider perspectives on the clinical utility of using a risk prediction tool for postpartum depression.
Proceedings of the AMIA 2020, 2020
2019
Using Electronic Health Records and Machine Learning to Predict Postpartum Depression.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Informatics approaches to collecting, analyzing, and addressing social determinants of health in healthcare.
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
2018
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.
J. Biomed. Informatics, 2018
Developing and maintaining clinical decision support using clinical knowledge and machine learning: the case of order sets.
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
Identifying, Analyzing, and Visualizing Diagnostic Paths for Patients with Nonspecific Abdominal Pain.
Appl. Clin. Inform., 2018
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018
Proceedings of the AMIA 2018, 2018
Augmenting community-level social determinants of health data with individual-level survey data.
Proceedings of the AMIA 2018, 2018
2017
An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
On Combining Clinical and Cost Pathways for Multimorbid Patients Using Electronic Health Record Data.
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the AMIA 2017, 2017
Redesigning the "Choice Architecture" of the EHR to Reduce Clinical Decision Support Burden.
Proceedings of the AMIA 2017, 2017
2016
Data-driven Clinical Pathway Learning and Outcomes Prediction for Chronic Kidney Disease.
Proceedings of the AMIA 2016, 2016
2015
Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data.
J. Biomed. Informatics, 2015
IEEE Intell. Syst., 2015
Workload Reduction Through Usability Improvement of Hospital Information Systems - The Case of Order Set Optimization.
Proceedings of the International Conference on Information Systems, 2015
Proceedings of the Artificial Intelligence in Medicine, 2015
2014
On Learning and Visualizing Practice-based Clinical Pathways for Chronic Kidney Disease.
Proceedings of the AMIA 2014, 2014
2013
Proceedings of the MEDINFO 2013, 2013
Toward Order Set Optimization Using Click Cost Criteria in the Pediatric Environment.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013
2012
Proceedings of the AMIA 2012, 2012