Emily Pellegrini

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 5

Top Topics

Total Knee Arthroplasty

Cardiovascular Events

Machine Learning

Clinical Decision Support

Top Venues

JMIR public health and surveillance

Healthcare technology letters

Journal of clinical medicine

This page only lists publications with an associated author ORCID identifier.

Publications

Carson Lam, Chak Foon Tso, Abigail Green-Saxena, Emily Pellegrini, Zohora Iqbal, Daniel Evans, Jana L Hoffman, Jacob Calvert, Qingqing Mao, Ritankar Das
Semisupervised Deep Learning Techniques for Predicting Acute Respiratory Distress Syndrome From Time-Series Clinical Data: Model Development and Validation Study. JMIR formative research 5 (9) (2021)
Ashwath Radhachandran, Anurag Garikipati, Nicole S Zelin, Emily Pellegrini, Sina Ghandian, Jacob Calvert, Jana Hoffman, Qingqing Mao, Ritankar Das
Prediction of short-term mortality in acute heart failure patients using minimal electronic health record data. BioData mining 14 (1) (2021)
Saarang Panchavati, Carson Lam, Nicole S Zelin, Emily Pellegrini, Gina Barnes, Jana Hoffman, Anurag Garikipati, Jacob Calvert, Qingqing Mao, Ritankar Das
Retrospective validation of a machine learning clinical decision support tool for myocardial infarction risk stratification. Healthcare technology letters 8 (6) (2021)
Hoyt Burdick, Carson Lam, Samson J Mataraso, Anna C Siefkas, Gregory Braden, R Phillip Dellinger, Andrea McCoy, Jean-Louis Vincent, Abigail Green-Saxena, Gina Barnes, Jana L Hoffman, Jacob Calvert, Emily Pellegrini, Ritankar Das
Is Machine Learning a Better Way to Identify COVID-19 Patients Who Might Benefit from Hydroxychloroquine Treatment?-The IDENTIFY Trial. Journal of clinical medicine 9 (12) (2020)
Angier Allen, Samson J Mataraso, Anna C Siefkas, Hoyt Burdick, Gregory L Braden, R Phillip Dellinger, Andrea McCoy, Emily Pellegrini, Jana L Hoffman, Abigail Green-Saxena, Gina Barnes, Jacob Calvert, Ritankar Das
A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study. JMIR public health and surveillance 6 (4) (2020)