JG

Jennifer Ginestra

Physician · University of Colorado School of Medicine

Credentials: · · · · · · ·

History

University of Colorado School of Medicine
2024–Present

Pulmonary Disease and Critical Care Medicine
Hospital of the University of Pennsylvania
2018–2021
Hospital of the University of Pennsylvania
2015–2018
Columbia Univ Coll of Phys & Surgeons
2011–2015
Arts in Plan II Honors at The University of Texas at Austin
2006–2010

Research

A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice
Critical Care Medicine · 2019 · 195 citations
Clinician Perception of a Machine Learning-Based Early Warning System Designed to Predict Severe Sepsis and Septic Shock
Critical Care Medicine · 2019 · First of 11 authors · 108 citations
COVID-19 Critical Illness: A Data-Driven Review
Review · Annual Review of Medicine · 2022 · First of 4 authors · 25 citations

Gary Weissman
8 papers
Oscar Mitchell
5 papers
RK
Rachel Kohn
5 papers
William Schweickert
5 papers
George Anesi
4 papers
Meeta Kerlin
4 papers
Michael Shashaty
4 papers
Barry Fuchs
3 papers
Benjamin Abella
2 papers
CU
Craig Umscheid
2 papers
HG
Heather Giannini
2 papers · 2 as a fellow
Neil Fishman
2 papers

Grants

Treatment Implications of Heterogeneity in Acute Respiratory Failure Risk Among Patients with Hospital-Onset Sepsis
National Heart, Lung, and Blood Institute · K01
Contact PI · $503.5K · University of Colorado Denver
2024–2029
Association of Patient Characteristics and Antibiotic Timing with the Development of Acute Respiratory Failure in Hospital-Acquired Sepsis
National Heart, Lung, and Blood Institute · F32
Contact PI · $78.9K · University of Pennsylvania
2022