Gabriel A. Brat

Also affiliated with Harvard University, Hadassah Medical Center

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 1%percentile

12.9Author DataRank

Indexed papers

7in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 7 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Estimates of healthcare spending for preterm and low-birthweight infants in a commercially insured population: 2008–2016

Journal of Perinatology(2020)10.1038/s41372-020-0635-z

Top 3%

5.8DataRank

Top 3%186 citations

Inbar Fried, Nathan Palmer, Denis Agniel, Gabriel A. Brat, Kathe Fox +5 more

Papers

Driven by 41 papers — median percentile 87. Top paper: “Estimates of healthcare spending for preterm and low-birthweight infants in a commercially insured population: 2008–2016”.

Estimates of healthcare spending for preterm and low-birthweight infants in a commercially insured population: 2008–2016

Journal of Perinatology(2020)10.1038/s41372-020-0635-z

Top 3%

5.8DataRank

Top 3%186 citations

Inbar Fried, Nathan Palmer, Denis Agniel, Gabriel A. Brat, Kathe Fox +5 more

Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: an international multi-centre observational cohort study

EClinicalMedicine(2022)10.1016/j.eclinm.2022.101724

Top 11%

2.0DataRank

Top 11%79 citations

Bryce W. Q. Tan, Amelia L.M. Tan, Emily Schriver, Alba Gutiérrez‐Sacristán, Priyam Das +89 more

Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab018

Top 13%

1.6DataRank

Top 13%52 citations

Hossein Estiri, Griffin M. Weber, Bertrand Moal, Paul Avillach, Chuan Hong +36 more

International electronic health record-derived post-acute sequelae profiles of COVID-19 patients

npj Digital Medicine(2022)10.1038/s41746-022-00623-8

Top 13%

1.6DataRank

Top 13%29 citations

Arianna Dagliati, Zahra Shakeri Hossein Abad, Xin Xiong, Clara-Lea Bonzel, Zongqi Xia +53 more

Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?

npj Digital Medicine(2021)10.1038/s41746-021-00426-3

N/A

0.761DataRank · unranked

159 citations

William Yuan, Gabriel A. Brat, Andrew L. Beam, Griffin M. Weber, M Ruffin +2 more

Evolving phenotypes of non-hospitalized patients that indicate long COVID

BMC Medicine(2021)10.1186/s12916-021-02115-0

N/A

0.756DataRank · unranked

153 citations

Zachary H. Strasser, Gabriel A. Brat, Yevgeniy R. Semenov, James R. Aaron, Giuseppe Agapito +93 more

Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort study

EClinicalMedicine(2023)10.1016/j.eclinm.2023.102210

Top 27%

0.745DataRank

Top 27%24 citations

Zachary H. Strasser, Zahra Shakeri Hossein Abad, Jeffrey G. Klann, Kavishwar B. Wagholikar, Rebecca Mesa +93 more

Validation of a Derived International Patient Severity Algorithm to Support COVID-19 Analytics from Electronic Health Record Data

medRxiv(2020)10.1101/2020.10.13.20201855

Top 30%

0.665DataRank

Top 30%12 citations

Griffin M. Weber, Hossein Estiri, Bertrand Moal, Paul Avillach, Chuan Hong +34 more

Evaluating capabilities of large language models: Performance of GPT-4 on surgical knowledge assessments

Surgery(2024)10.1016/j.surg.2023.12.014

N/A

0.617DataRank · unranked

60 citations

Margaret T. Berrigan, Sahaj Shah, Jayson S. Marwaha, Shuo-Lun Lai, Gabriel A. Brat +1 more

Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study

Journal of Medical Internet Research(2022)10.2196/37931

N/A

0.609DataRank · unranked

57 citations

Zachary H. Strasser, Meghan R. Hutch, Chris J. Kennedy, Jayson S. Marwaha, Michele Morris +16 more

Evolving Phenotypes of non-hospitalized Patients that Indicate Long Covid

medRxiv(2021)10.1101/2021.04.25.21255923

N/A

0.568DataRank · unranked

43 citations

Zachary H. Strasser, Gabriel A. Brat, Yevgeniy R. Semenov, Chirag J. Patel, Shawn N. Murphy +1 more

Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization

Journal of Biomedical Informatics(2022)10.1016/j.jbi.2022.104147

N/A

0.538DataRank · unranked

35 citations

Ziming Gan, Xu Shi, Alina Patwari, Everett Rush, Clara-Lea Bonzel +17 more

SurvMaximin: Robust federated approach to transporting survival risk prediction models

Journal of Biomedical Informatics(2022)10.1016/j.jbi.2022.104176

N/A

0.520DataRank · unranked

31 citations

Harrison G. Zhang, Xin Xiong, Chuan Hong, Griffin M. Weber, Gabriel A. Brat +53 more

Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104306

N/A

0.510DataRank · unranked

29 citations

Emily Getzen, Meghan R. Hutch, Zachary H. Strasser, Alba Gutiérrez‐Sacristán, Trang T. Le +34 more

Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2

BMJ Open(2022)10.1136/bmjopen-2021-057725

Top 38%

0.505DataRank

Top 38%9 citations

Harrison G. Zhang, Sehi L’Yi, Griffin M. Weber, Paul Avillach, Bryce W. Q. Tan +56 more

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study

Journal of Medical Internet Research(2021)10.2196/31400

N/A

0.483DataRank · unranked

24 citations

Harrison G. Zhang, Sehi L’Yi, Clara-Lea Bonzel, Chuan Hong, Paul Avillach +64 more

International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study

medRxiv(2020)10.1101/2020.12.16.20247684

N/A

0.449DataRank · unranked

19 citations

Chuan Hong, Nathan Palmer, Paul Avillach, Shawn N. Murphy, Alba Gutiérrez‐Sacristán +80 more

Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19

Scientific Reports(2021)10.1038/s41598-021-99481-9

N/A

0.449DataRank · unranked

19 citations

Alba Gutiérrez‐Sacristán, Jiyeon Son, Chuan Hong, Andrew M. South, Brett K. Beaulieu-Jones +95 more

Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through the 4CE consortium

PLoS ONE(2023)10.1371/journal.pone.0266985

N/A

0.345DataRank · unranked

9 citations

Arthur Orieux, Thomas Ferté, Antoine Neuraz, Gabriel A. Brat, Paul Avillach +35 more

Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions: A National EHR Research Consortium Study

medRxiv(2022)10.1101/2022.02.10.22270728

N/A

0.330DataRank · unranked

8 citations

Zachary H. Strasser, Meghan R. Hutch, Chris J. Kennedy, Jayson S. Marwaha, Michele Morris +16 more

The algorithmic consultant: a new era of clinical AI calls for a new workforce of physician-algorithm specialists

npj Digital Medicine(2025)10.1038/s41746-025-01960-0

N/A

0.269DataRank · unranked

5 citations

William Yuan, Mukund Poddar, Pansy Elsamadisi, Gabriel A. Brat, Jayson S. Marwaha

SurvMaximin: Robust Federated Approach to Transporting Survival Risk Prediction Models

medRxiv(2022)10.1101/2022.02.03.22270410

N/A

0.208DataRank · unranked

3 citations

Harrison G. Zhang, Xin Xiong, Chuan Hong, Griffin M. Weber, Gabriel A. Brat +53 more

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study (Preprint)

(2021)10.2196/preprints.31400

N/A

0.104DataRank · unranked

1 citations

Harrison G. Zhang, Sehi L’Yi, Clara-Lea Bonzel, Chuan Hong, Paul Avillach +64 more

Leveraging informative missing data to learn about acute respiratory distress syndrome and mortality in long-term hospitalized COVID-19 patients throughout the years of the pandemic

medRxiv(2023)10.1101/2023.12.18.23300181

N/A

0DataRank · unranked

3 citations

Amelia L.M. Tan, Gabriel A. Brat, Gilbert S. Omenn, Zachary H. Strasser, Qi Long +3 more

An Institutional Curriculum for Opioid Prescribing Education: Outcomes From 2017 to 2022

Journal of Surgical Research(2023)10.1016/j.jss.2023.09.058

N/A

0DataRank · unranked

0 citations

Margaret T. Berrigan, Kortney Robinson, Jayson S. Marwaha, Tara S. Kent, Gabriel A. Brat +1 more

Protecting Surgical Teams During the COVID-19 Outbreak

Annals of Surgery(2020)10.1097/sla.0000000000003926

N/A

0DataRank · unranked

97 citations

Sean Hersey, Karan R. Chhabra, Alok Gupta, John W. Scott, Gabriel A. Brat

An operational guide to translational clinical machine learning in academic medical centers

npj Digital Medicine(2024)10.1038/s41746-024-01094-9

N/A

0DataRank · unranked

22 citations

Jayson S. Marwaha, William Yuan, Santiago Romero‐Brufau, Gabriel A. Brat, Mukund Poddar

Development of a Claims-Based Computable Phenotype for Ulcerative Colitis Flares

medRxiv(2025)10.1101/2025.01.26.25321138

N/A

0DataRank · unranked

0 citations

Jayson S. Marwaha, Daniel J. Wong, William Yuan, Michelle Fakler, Chris J. Kennedy +5 more

Leveraging American Society of Anesthesiologists Physical Status Classification and Surgeon Risk Estimates to Stratify Surgical Risk: A Prospective Observational Study

Journal of Surgical Research(2025)10.1016/j.jss.2025.03.067

N/A

0DataRank · unranked

0 citations

Brendin R. Beaulieu‐Jones, Jayson S. Marwaha, Stephen R. Odom, Alok Gupta, Charles S. Parsons +4 more

Clinical decision support amidst a global pandemic: Value of near real-time feedback in advancing appropriate post-discharge opioid prescribing for surgical patients

Healthcare(2025)10.1016/j.hjdsi.2025.100764

N/A

0DataRank · unranked

0 citations

Margaret T Berrigan, Jayson S. Marwaha, Chris J. Kennedy, Kortney Robinson, Larry A. Nathanson +4 more

Urine Drug Testing Among Long-term Opioid Prescribed Patients: Disparities and Opportunities

Journal of Racial and Ethnic Health Disparities(2025)10.1007/s40615-025-02474-x

N/A

0DataRank · unranked

0 citations

Ira Harmon, Azad Khan, Fern J. Webb, Gabriel A. Brat, Brian K. Yorkgitis

Deploying digital health tools within large, complex health systems: key considerations for adoption and implementation

npj Digital Medicine(2022)10.1038/s41746-022-00557-1

N/A

0DataRank · unranked

242 citations

Adam Landman, Gabriel A. Brat, Todd Dunn, William J. Gordon, Jayson S. Marwaha

A Multigenerational “Dirty” Mouse Model for Studying Trauma-Induced Immune Dysregulation and Infection Susceptibility

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.06.18.660185

N/A

0DataRank · unranked

0 citations

John Pulford, Ekaterina Murzin, Zoe Michael, Chyna Gray Lovell, Bailin Niu +6 more

Predictive Analytics and Artificial Intelligence in Surgery—Opportunities and Risks

JAMA Surgery(2022)10.1001/jamasurg.2022.5444

N/A

0DataRank · unranked

28 citations

Gabriel A. Brat, Rachael A. Callcut, Kathryn Colborn

Comment on: Truth and truthiness: evidence, experience and clinical judgement in surgery

British journal of surgery(2021)10.1093/bjs/znab319

N/A

0DataRank · unranked

3 citations

Brett K. Beaulieu‐Jones, William Yuan, Gabriel A. Brat, Jayson S. Marwaha

Association of Postsurgical Opioid Refills for Patients With Risk of Opioid Misuse and Chronic Opioid Use Among Family Members

JAMA Network Open(2022)10.1001/jamanetworkopen.2022.21316

N/A

0DataRank · unranked

16 citations

Gabriel A. Brat, Jayson S. Marwaha, Kathe Fox, Daniel Knecht, Harold L. Paz +5 more

Trends in Medical Management of Moderately to Severely Active Ulcerative Colitis: A Nationwide Retrospective Analysis

Inflammatory Bowel Diseases(2022)10.1093/ibd/izac134

N/A

0DataRank · unranked

7 citations

Jayson S. Marwaha, Shana Rakowsky, Nathan Palmer, Isaac S. Kohane, David T. Rubin +3 more

Artificial Intelligence–enabled Decision Support in Surgery

Annals of Surgery(2023)10.1097/sla.0000000000005853

N/A

0DataRank · unranked

70 citations

Maria S. Altieri, Jeremy A. Balch, Kenneth L. Abbott, Jeff Choi, Jayson S. Marwaha +8 more

Quantifying the Prognostic Value of Preoperative Surgeon Intuition: Comparing Surgeon Intuition and Clinical Risk Prediction as Derived from the American College of Surgeons NSQIP Risk Calculator

Journal of the American College of Surgeons(2023)10.1097/xcs.0000000000000658

N/A

0DataRank · unranked

14 citations

Brendin R. Beaulieu‐Jones, Margaret T. Berrigan, William Yuan, Stephen R. Odom, Charles H. Cook +6 more

How surgeons use risk calculators and non-clinical factors for informed consent and shared decision making: A qualitative study

The American Journal of Surgery(2023)10.1016/j.amjsurg.2023.07.017

N/A

0DataRank · unranked

13 citations

Brendin R. Beaulieu‐Jones, Jayson S. Marwaha, Alison P. Woods, Drashko Nakikj, Nils Gehlenborg +2 more

Evaluating Capabilities of Large Language Models: Performance of GPT4 on Surgical Knowledge Assessments

medRxiv(2023)10.1101/2023.07.16.23292743

N/A

0DataRank · unranked

29 citations

Sahaj Shah, Margaret T. Berrigan, Jayson S. Marwaha, Shuo-Lun Lai, Gabriel A. Brat +1 more

Gabriel A. Brat

Indexed papers

Top data-sharing exemplar

Papers