Publications

(2022). Demonstrating an approach for evaluating synthetic geospatial and temporal epidemiologic data utility: results from analyzing >1.8 million SARS-CoV-2 tests in the United States National COVID Cohort Collaborative (N3C). Journal of the American Medical Informatics Association (JAMIA).

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(2021). The National COVID Cohort Collaborative: Analyses of Original and Computationally Derived Electronic Health Record Data. Journal of Medical Internet Research.

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(2021). Adaptive Cardiac Resynchronization Therapy Effect on Electrical Dyssynchrony (aCRT-ELSYNC): A randomized controlled trial. Heart Rhythm O2.

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(2021). Neuropsychological test validation of speech markers of cognitive impairment in the Framingham Cognitive Aging Cohort. Exploration of Medicine.

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(2020). Unraveling COVID-19: a large-scale characterization of 4.5 million COVID-19 cases using CHARYBDIS. Research Square.

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(2020). The National COVID Cohort Collaborative (N3C): Rationale, Design, Infrastructure, and Deployment. Journal of the American Medical Informatics Association.

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(2020). Baseline phenotype and 30-day outcomes of people tested for COVID-19: an international network cohort including >3.32 million people tested with real-time PCR and >219,000 tested positive for SARS-CoV-2 in South Korea, Spain and the United States. medRxiv.

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(2020). Assessing the Utility of Language and Voice Biomarkers to Predict Cognitive Impairment in the Framingham Heart Study Cognitive Aging Cohort Data. Journal of Alzheimer’s Disease.

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(2020). Mechanisms of Arrhythmogenicity in Hypertrophic Cardiomyopathy: Insight From Non-invasive Electrocardiographic Imaging. Frontiers in Physiology.

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(2019). UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference. Proceedings of the 18th BioNLP Workshop and Shared Task.

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(2019). Vectorcardiogram in athletes: The Sun Valley Ski Study. Annals of Noninvasive Electrocardiology: The Official Journal of the International Society for Holter and Noninvasive Electrocardiology, Inc.

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(2019). Importance of the heart vector origin point definition for an ECG analysis: The Atherosclerosis Risk in Communities (ARIC) study. Computers in Biology and Medicine.

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(2019). Dynamic predictive accuracy of electrocardiographic biomarkers of sudden cardiac death within a survival framework: the Atherosclerosis Risk in Communities (ARIC) study. BMC cardiovascular disorders.

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(2018). Resource and Response Type Classification for Consumer Health Question Answering. AMIA Annual Symposium Proceedings.

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(2018). The Utility of Routine Clinical 12-lead ECG in Assessing Eligibility for Subcutaneous Implantable Cardioverter Defibrillator. Computers in Biology and Medicine.

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(2018). Global Electrocardiographic Measures and Cardiac Structure and Function: The Atherosclerosis Risk in Communities (ARIC) Study. Circulation. Arrhythmia and electrophysiology.

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(2018). Torso Geometry Reconstruction and Body Surface Electrode Localization Using Three-Dimensional Photography. Journal of electrocardiology.

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(2017). Screening Entire Healthcare System ECG Database: Association of Deep Terminal Negativity of P wave in lead V1 and ECG Referral with Mortality. International journal of cardiology.

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(2017). Optimal Configuration of Adhesive ECG Patches suitable for Long-term Monitoring of a Vectorcardiogram. Journal of electrocardiology.

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(2016). Reproducibility of Heart Rate Variability Characteristics Measured on Random 10-second ECG using Joint Symbolic Dynamics. Computing in cardiology.

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