selected publications
- Machine Learning Approaches to Analyzing Adverse Events Following Durable LVAD Implantation. The Annals of thoracic surgery. 2020 Academic Article GET IT
- Using electronic health records for population health sciences: a case study to evaluate the associations between changes in left ventricular ejection fraction and the built environment. JAMIA open. 2020 Academic Article GET IT
- Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women. Journal of affective disorders. 2020 Academic Article GET IT
- Characteristics of Acute Kidney Injury in Hospitalized COVID-19 Patients in an Urban Academic Medical Center. Clinical journal of the American Society of Nephrology : CJASN. 2020 Letter GET IT
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Data-driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records.
Learning health systems.
2020
Academic Article
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Times cited: 1 - Delineating Pathways to Death by Multisystem Organ Failure in Patients with a Left Ventricular Assist Device. The Annals of thoracic surgery. 2020 Academic Article GET IT
- Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death. PloS one. 2020 Academic Article GET IT
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Sequential Pattern Mining of Longitudinal Adverse Events After Left Ventricular Assist Device Implant.
IEEE journal of biomedical and health informatics.
2019
Academic Article
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Times cited: 1 -
Can artificial intelligence help identify elder abuse and neglect?.
Journal of elder abuse & neglect.
2019
Article
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Times cited: 1 - A Nurse-led Approach to Improving Cardiac Lifestyle Modification in an Atrial Fibrillation Population. The Journal of innovations in cardiac rhythm management. 2019 Academic Article GET IT
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Using Electronic Health Records and Machine Learning to Predict Postpartum Depression.
Studies in health technology and informatics.
2019
Conference Paper
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Times cited: 3 -
Determinants of In-Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning Approach.
Journal of the American Heart Association.
2019
Academic Article
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Times cited: 12 -
Identifying, Analyzing, and Visualizing Diagnostic Paths for Patients with Nonspecific Abdominal Pain.
Applied clinical informatics.
2018
Academic Article
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Times cited: 2 - Does urodynamics predict voiding after benign prostatic hyperplasia surgery in patients with detrusor underactivity?. Asian journal of urology. 2018 Academic Article GET IT
- Augmenting community-level social determinants of health data with individual-level survey data. AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018 Academic Article GET IT
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Developing and maintaining clinical decision support using clinical knowledge and machine learning: the case of order sets.
Journal of the American Medical Informatics Association : JAMIA.
2018
Academic Article
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Times cited: 5 -
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.
Journal of biomedical informatics.
2018
Academic Article
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Times cited: 2 -
The potential value of social determinants of health in predicting health outcomes.
Journal of the American Medical Informatics Association : JAMIA.
2018
Letter
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Times cited: 2 - Clinical Trials in Benign Prostatic Hyperplasia: A Moving Target of Success. European urology focus. 2018 Academic Article GET IT
- Identifying Diagnostic Paths for Undifferentiated Abdominal Pain from Electronic Health Record Data. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2018 Academic Article GET IT
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Cognitive workload reduction in hospital information systems : Decision support for order set optimization.
Health care management science.
2017
Academic Article
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Times cited: 6 -
An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions.
Studies in health technology and informatics.
2017
Conference Paper
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Times cited: 2 -
Data-driven clinical and cost pathways for chronic care delivery.
The American journal of managed care.
2016
Academic Article
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Times cited: 8 -
Innovations in chronic care delivery using data-driven clinical pathways.
The American journal of managed care.
2015
Academic Article
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Times cited: 17 -
Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data.
Journal of biomedical informatics.
2015
Academic Article
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Times cited: 42 - On clinical pathway discovery from electronic health record data. IEEE Intelligent Systems. 2015 Article GET IT
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On Learning and Visualizing Practice-based Clinical Pathways for Chronic Kidney Disease.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2014
Academic Article
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Times cited: 10 -
A distribution-based method for assessing the differences between clinical trial target populations and patient populations in electronic health records.
Applied clinical informatics.
2014
Academic Article
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Times cited: 33 -
Paving the COWpath: data-driven design of pediatric order sets.
Journal of the American Medical Informatics Association : JAMIA.
2014
Academic Article
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Times cited: 23 -
Reducing provider cognitive workload in CPOE use: optimizing order sets.
Studies in health technology and informatics.
2013
Conference Paper
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Times cited: 7 -
Data-driven order set generation and evaluation in the pediatric environment.
AMIA ... Annual Symposium proceedings. AMIA Symposium.
2012
Academic Article
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Times cited: 7 -
Electronic health records: Implications for drug discovery.
Drug discovery today.
2011
Review
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Times cited: 28