Emily Pellegrini

5PUBLICATIONS
17CO-AUTHORS
Medical biotechnology diagnostics (incl. biosensors)Deep learningRespiratory diseasesPredictive and prognostic markersMedical molecular engineering of nucleic acids and proteins
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Publications (5)

|Dec 23, 2021
Retrospective validation of a machine learning clinical decision support tool for myocardial infarction risk stratification.

Saarang Panchavati, Carson Lam, Nicole S Zelin

|Aug 16, 2021
Semisupervised Deep Learning Techniques for Predicting Acute Respiratory Distress Syndrome From Time-Series Clinical Data: Model Development and Validation Study.

Carson Lam, Chak Foon Tso, Abigail Green-Saxena

|Apr 01, 2021
Prediction of short-term mortality in acute heart failure patients using minimal electronic health record data.

Ashwath Radhachandran, Anurag Garikipati, Nicole S Zelin

|Dec 01, 2020
Is Machine Learning a Better Way to Identify COVID-19 Patients Who Might Benefit from Hydroxychloroquine Treatment?-The IDENTIFY Trial.

Hoyt Burdick, Carson Lam, Samson Mataraso

|Oct 22, 2020
A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study.

Angier Allen, Samson Mataraso, Anna Siefkas

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Frequent Collaborators

3 joint publications

Jana Hoffman

2 joint publications

Samson Mataraso

2 joint publications

Anna Siefkas

2 joint publications

Carson Lam