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Ashley Beecy

Cornell University

29

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334

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Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality.

2021 NAACL | North American Chapter of the Association for Computational Linguistics
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Development of novel machine learning model for right ventricular quantification on echocardiography-A multimodality validation study.

2020 Echocardiography-a Journal of Cardiovascular Ultrasound and Allied Techniques
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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.

2020
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DEVELOPMENT OF A NOVEL DEEP LEARNING MODEL FOR RIGHT VENTRICULAR QUANTIFICATION ON ECHOCARDIOGRAPHY: A MULTIMODALITY VALIDATION STUDY

2019 Journal of the American College of Cardiology
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Clinical and Socioeconomic Predictors of Heart Failure Readmissions: A Review of Contemporary Literature

2019 Mayo Clinic Proceedings
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Machine learning derived segmentation of phase velocity encoded cardiovascular magnetic resonance for fully automated aortic flow quantification

2019 Journal of Cardiovascular Magnetic Resonance
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Abstract 14873: Integrated Cross-Sectional Modeling for the Prediction of 30-Day Unplanned Readmissions or All-Cause Mortality in Primary Heart Failure

2019 Circulation
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Risk Reclassification with Coronary Computed Tomography Angiography-visualized Nonobstructive Coronary Artery Disease According to 2018 American College of Cardiology/American Heart Association Hypertension Cholesterol Guidelines (From the Coronary Computed Tomography Angiography Evaluation for Clinical Outcomes) (International Multicenter [CONFIRM] Registry.)

2019 American Journal of Cardiology
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Discharge Processes and 30-Day Readmission Rates of Patients Hospitalized for Heart Failure on General Medicine and Cardiology Services

2018 American Journal of Cardiology
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Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging

2018 European Heart Journal
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Citations (162)