Gabriel Wardi

Also affiliated with UC San Diego Health System, University of California System, University of California San Diego, SleepMed

MedicineComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 29 papers. Top paper: “Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation”.

Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation

CHEST Journal(2020)10.1016/j.chest.2020.12.009

N/A

0.637DataRank · unranked

69 citations

Gabriel Wardi, Paulina Paul, Morgan Carlile, Laura Brenner, Kathryn A. Hibbert +8 more

Optimizing the Implementation of Clinical Predictive Models to Minimize National Costs: Sepsis Case Study

Journal of Medical Internet Research(2022)10.2196/43486

N/A

0.396DataRank · unranked

13 citations

Aaron Boussina, Supreeth P. Shashikumar, Gabriel Wardi, Chris Longhurst, Shamim Nemati +1 more

A Snapshot of National Institutes of Health Funding for Sepsis Research: 2019-2023

Annals of Emergency Medicine(2025)10.1016/j.annemergmed.2025.03.011

N/A

0.241DataRank · unranked

4 citations

Joshua Le, Atul Malhotra, Shamim Nemati, Gabriel Wardi, James S. Ford +1 more

Prediction of Unplanned Hospital Readmission using Clinical and Longitudinal Wearable Sensor Features

medRxiv(2023)10.1101/2023.04.10.23288371

N/A

0.241DataRank · unranked

4 citations

Arshia Nayebnazar, Fatemeh Amrollahi, Aaron Boussina, Supreeth P. Shashikumar, Gabriel Wardi +2 more

Randomized Clinical Trials or Convenient Controls: TREWS or FALSE?

medRxiv(2022)10.1101/2022.08.08.22278526

N/A

0.104DataRank · unranked

1 citations

Supreeth P. Shashikumar, Andre L. Holder, Gabriel Wardi, Robert L. Owens, Shamim Nemati

Visualizing the Invisible: The Expanding Role of Echocardiography in Cardiac Arrest

Annals of Emergency Medicine(2025)10.1016/j.annemergmed.2025.04.036

N/A

0.104DataRank · unranked

1 citations

Michael Gottlieb, Gabriel Wardi

Assessing Barriers to Implementation of Machine Learning and Artificial Intelligence–Based Tools in Critical Care: Web-Based Survey Study

JMIR Perioperative Medicine(2022)10.2196/41056

N/A

0DataRank · unranked

24 citations

Gabriel Wardi, Clare Viglione, Shamim Nemati, Laura E. Crotty Alexander, Atul Malhotra +1 more

A Review of Bicarbonate Use in Common Clinical Scenarios

Journal of Emergency Medicine(2023)10.1016/j.jemermed.2023.04.012

N/A

0DataRank · unranked

37 citations

Sarah Holgren, Arnav Gupta, Julia Sobel, A. C. Birch, Alex Pearce +3 more

Bringing the Promise of Artificial Intelligence to Critical Care: What the Experience With Sepsis Analytics Can Teach Us

Critical Care Medicine(2023)10.1097/ccm.0000000000005894

N/A

0DataRank · unranked

34 citations

Robert L. Owens, Christopher S. Josef, Atul Malhotra, Chris Longhurst, Shamim Nemati +1 more

Describing Sepsis as a Risk Factor for Cardiovascular Disease

Journal of the American Heart Association(2023)10.1161/jaha.122.028882

N/A

0DataRank · unranked

11 citations

Alex K. Pearce, Anthony N. DeMaria, Atul Malhotra, Gabriel Wardi

Making the Improbable Possible: Generalizing Models Designed for a Syndrome-Based, Heterogeneous Patient Landscape

Critical Care Clinics(2023)10.1016/j.ccc.2023.02.003

N/A

0DataRank · unranked

5 citations

Supreeth P. Shashikumar, Atul Malhotra, Shamim Nemati, Gabriel Wardi, Joshua Le

Disparities Exist in the Application of Low Tidal-volume Ventilation in the Emergency Department

Western Journal of Emergency Medicine(2023)10.5811/westjem.59291

N/A

0DataRank · unranked

2 citations

Brent Kennis, Andrew Lafree, Christopher Tainter, Jesús M. López, Atul Malhotra +3 more

Predicting Hospital Readmission among Patients with Sepsis using Clinical and Wearable Data

medRxiv(2023)10.1101/2023.04.10.23288368

N/A

0DataRank · unranked

5 citations

Supreeth P. Shashikumar, Haben Yhdego, Arshia Nayebnazar, Nathan Yung, Gabriel Wardi +2 more

Predicting Hospital Readmission among Patients with Sepsis Using Clinical and Wearable Data

PubMed(2023)10.1109/embc40787.2023.10341165

N/A

0DataRank · unranked

4 citations

Supreeth P. Shashikumar, Aaron Boussina, Haben Yhdego, Arshia Nayebnazar, Nathan Yung +3 more

Impact of a deep learning sepsis prediction model on quality of care and survival

npj Digital Medicine(2024)10.1038/s41746-023-00986-6

N/A

0DataRank · unranked

140 citations

Supreeth P. Shashikumar, Atul Malhotra, Robert L. Owens, Robert El‐Kareh, Chris Longhurst +6 more

Large Language Models for More Efficient Reporting of Hospital Quality Measures

NEJM AI(2024)10.1056/aics2400420

N/A

0DataRank · unranked

50 citations

Rishivardhan Krishnamoorthy, Kimberly Quintero, S. V. Joshi, Gabriel Wardi, Hayden Pour +9 more

Ransomware Cyberattack Associated With Cardiac Arrest Incidence and Outcomes at Untargeted, Adjacent Hospitals

Critical Care Explorations(2024)10.1097/cce.0000000000001079

N/A

0DataRank · unranked

10 citations

Theoren Loo, Atul Malhotra, Chris Longhurst, Diana J. Hylton, Christian Dameff +5 more

Impact of wearable device data and multi-scale entropy analysis on improving hospital readmission prediction

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae242

N/A

0DataRank · unranked

5 citations

Supreeth P. Shashikumar, Atul Malhotra, Shamim Nemati, Gabriel Wardi, Vishal Nagarajan

Temporal Trends in Methamphetamine Use in Patients Admitted to the Hospital: A Retrospective Cohort Study

Journal of Addiction Medicine(2024)10.1097/adm.0000000000001294

N/A

0DataRank · unranked

0 citations

Jessica Xiao, Amy L. Bellinghausen, Mazen Odish, Daniel A. Sweeney, Gabriel Wardi +2 more

Development and prospective implementation of a large language model based system for early sepsis prediction

npj Digital Medicine(2025)10.1038/s41746-025-01689-w

N/A

0DataRank · unranked

27 citations

Sina Mohammadi, Rishivardhan Krishnamoorthy, Avi Patel, Gabriel Wardi, Joseph Ahn +4 more

Mortality and antibiotic timing in deep learning-derived surviving sepsis campaign risk groups: a multicenter study

Critical Care(2025)10.1186/s13054-025-05493-6

N/A

0DataRank · unranked

7 citations

Allison Donahue, James S. Ford, Xiaolei Lu, Aaron Boussina, Atul Malhotra +4 more

Risk factors associated with return sepsis admission following emergency department discharge with infection

The American Journal of Emergency Medicine(2025)10.1016/j.ajem.2025.07.059

N/A

0DataRank · unranked

1 citations

Matthew Allison, Michael A. Puskarich, Gary M. Vilke, Pam R. Taub, Michael H. Criqui +7 more

Operationalizing Sepsis Definitions With Artificial Intelligence: Toward Smarter Antibiotic Use

Clinical Infectious Diseases(2025)10.1093/cid/ciaf601

N/A

0DataRank · unranked

1 citations

Ben Gross, Shamim Nemati, Anil K. Malhotra, Gabriel Wardi, James S. Ford

From Ambiguity to Action: Managing Radiologic Uncertainty in Pulmonary Embolism Evaluation

Annals of Emergency Medicine(2025)10.1016/j.annemergmed.2025.11.013

N/A

0DataRank · unranked

0 citations

Gabriel Wardi, James S. Ford

Predicting progression to septic shock in the emergency department using an externally generalizable machine learning algorithm

medRxiv(2020)10.1101/2020.11.02.20224931

N/A

0DataRank · unranked

10 citations

Morgan Carlile, Andre L. Holder, Supreeth P. Shashikumar, Stephen R. Hayden, Shamim Nemati +1 more

Artificial intelligence sepsis prediction algorithm learns to say “I don’t know”

npj Digital Medicine(2021)10.1038/s41746-021-00504-6

N/A

0DataRank · unranked

113 citations

Gabriel Wardi, Atul Malhotra, Shamim Nemati, Supreeth P. Shashikumar

Dispelling myths and misconceptions about the treatment of acute hyperkalemia

The American Journal of Emergency Medicine(2021)10.1016/j.ajem.2021.11.030

N/A

0DataRank · unranked

27 citations

Michael Self, Matthew Mueller, Gabriel Wardi, Christopher Tainter, Arnav Gupta

Inclusion of social determinants of health improves sepsis readmission prediction models

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac060

N/A

0DataRank · unranked

42 citations

Supreeth P. Shashikumar, Angela Meier, Lucila Ohno‐Machado, Shamim Nemati, Gabriel Wardi +1 more

Ketamine is not associated with more post-intubation hypotension than etomidate in patients undergoing endotracheal intubation

The American Journal of Emergency Medicine(2022)10.1016/j.ajem.2022.08.054

N/A

0DataRank · unranked

24 citations

Michael Self, Alon Gelber, Brent Kennis, Daniel Lasoff, Stephen R. Hayden +2 more