Patricia Kovatch

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

7.5Author DataRank

Indexed papers

3in 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 3 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.

Clinical Characteristics of Hospitalized Covid-19 Patients in New York City

medRxiv(2020)10.1101/2020.04.19.20062117

Top 4%

5.4DataRank

Top 4%107 citations

Adam Russak, Jessica K. De Freitas, Anuradha Lala, Riccardo Miotto, Akhil Vaid +38 more

Papers

Driven by 35 papers — median percentile 90. Top paper: “An inflammatory cytokine signature predicts COVID-19 severity and survival”.

An inflammatory cytokine signature predicts COVID-19 severity and survival

Nature Medicine(2020)10.1038/s41591-020-1051-9

N/A

14.0DataRank · unranked

2749 citations

Seunghee Kim‐Schulze, Hsin-Hui Huang, Noam D. Beckmann, Sharon Nirenberg, Bo Wang +27 more

Clinical Characteristics of Hospitalized Covid-19 Patients in New York City

medRxiv(2020)10.1101/2020.04.19.20062117

Top 4%

5.4DataRank

Top 4%107 citations

Adam Russak, Jessica K. De Freitas, Anuradha Lala, Riccardo Miotto, Akhil Vaid +38 more

Analysis of sex-specific risk factors and clinical outcomes in COVID-19

Communications Medicine(2021)10.1038/s43856-021-00006-2

N/A

2.1DataRank · unranked

47 citations

Sharon Nirenberg, Tziopora Weinberger, Navya Sharma, Elisabet Pujadas, Carlos Cordon-Cardo +4 more

Retrospective cohort study of clinical characteristics of 2199 hospitalised patients with COVID-19 in New York City

BMJ Open(2020)10.1136/bmjopen-2020-040736

Top 10%

2.0DataRank

Top 10%60 citations

Adam Russak, Jessica K. De Freitas, Anuradha Lala, Riccardo Miotto, Akhil Vaid +39 more

Physiology of cardiomyocyte injury in COVID-19

medRxiv(2020)10.1101/2020.11.10.20229294

N/A

0.843DataRank · unranked

10 citations

Angel Chan, Lisa Miorin, Arjun S. Yadaw, Kristin G. Beaumont, Thomas Kehrer +25 more

Machine Learning to Predict Mortality and Critical Events in a Cohort of Patients With COVID-19 in New York City: Model Development and Validation

Journal of Medical Internet Research(2020)10.2196/24018

N/A

0.823DataRank · unranked

240 citations

Sulaiman Somani, Adam Russak, Jessica K. De Freitas, Fayzan Chaudhry, Ishan Paranjpe +43 more

Implications of the Use of Artificial Intelligence Predictive Models in Health Care Settings

Annals of Internal Medicine(2023)10.7326/m23-0949

N/A

0.568DataRank · unranked

43 citations

Ashwin Sawant, Mayte Suárez‐Fariñas, J. Lee, Sanjeev Kaul, Patricia Kovatch +15 more

GUÍA: a digital platform to facilitate result disclosure in genetic counseling

Genetics in Medicine(2021)10.1038/s41436-020-01063-z

N/A

0.505DataRank · unranked

28 citations

Jaqueline A. Odgis, Katie M. Gallagher, Jessica Rodriguez, Dana Watnick, Gabrielle Bertier +27 more

Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension

npj Digital Medicine(2024)10.1038/s41746-024-01227-0

N/A

0.473DataRank · unranked

8 citations

Pushkala Jayaraman, Ashwin Sawant, Jacob Desman, Benjamin Fox, Annette Chang +14 more

Functional Effects of Cardiomyocyte Injury in COVID-19

Journal of Virology(2021)10.1128/jvi.01063-21

N/A

0.457DataRank · unranked

20 citations

Angel Chan, Lisa Miorin, Arjun S. Yadaw, Kristin G. Beaumont, Thomas Kehrer +27 more

A foundational transformer leveraging full night, multichannel sleep study data accurately classifies sleep stages

SLEEP(2025)10.1093/sleep/zsaf061

N/A

0.406DataRank · unranked

14 citations

Joy Jiang, Sajila Wickramaratne, Patricia Kovatch, Mayte Suárez‐Fariñas, Neomi Shah +3 more

Sex-specificity of mortality risk factors among hospitalized COVID-19 patients in New York City: prospective cohort study

medRxiv(2020)10.1101/2020.07.29.20164640

N/A

0.396DataRank · unranked

13 citations

Sharon Nirenberg, Patricia Kovatch, Kuan-lin Huang, Tomi Jun

A distributional reinforcement learning model for optimal glucose control after cardiac surgery

npj Digital Medicine(2025)10.1038/s41746-025-01709-9

N/A

0.373DataRank · unranked

11 citations

Zhang-Wei Hong, Moein Sabounchi, Ashwin Sawant, Jaskirat Gill, Ana Catarina Costa +27 more

Automated Determination of Left Ventricular Function Using Electrocardiogram Data in Patients on Maintenance Hemodialysis

Clinical Journal of the American Society of Nephrology(2022)10.2215/cjn.16481221

N/A

0.345DataRank · unranked

9 citations

Joy Jiang, Ashwin Sawant, Karandeep Singh, Patricia Kovatch, Alexander W. Charney +6 more

Autoencoders for sample size estimation for fully connected neural network classifiers

npj Digital Medicine(2022)10.1038/s41746-022-00728-0

N/A

0.345DataRank · unranked

9 citations

Ashwin Sawant, Patricia Kovatch, Benjamin Scott Glicksberg, Alexander W. Charney, Girish N. Nadkarni +2 more

OUP accepted manuscript

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab252

N/A

0.330DataRank · unranked

8 citations

Pushkala Jayaraman, Ashwin Sawant, Lili Chan, Matthew A. Levin, Alexander W. Charney +4 more

InfEHR: Clinical phenotype resolution through deep geometric learning on electronic health records

Nature Communications(2025)10.1038/s41467-025-63366-6

N/A

0.241DataRank · unranked

4 citations

Emma Holmes, Akhil Vaid, Alexander W. Charney, Patricia Kovatch, Joshua Lampert +6 more

Identifying Bias at Scale in Clinical Notes Using Large Language Models

Mayo Clinic Proceedings Digital Health(2025)10.1016/j.mcpdig.2025.100296

N/A

0.208DataRank · unranked

3 citations

Kim-Anh-Nhi Nguyen, Daphnee Hyppolite, Shelly Soffer, Aya Mudrik, Emilia Ling +22 more

Mortality and risk factors among US Black, Hispanic, and White patients with COVID-19

medRxiv(2020)10.1101/2020.09.08.20190686

N/A

0.165DataRank · unranked

2 citations

Sharon Nirenberg, Patricia Kovatch, Kuan-lin Huang, Tomi Jun

Multiethnic Investigation of Risk and Immune Determinants of COVID-19 Outcomes

Frontiers in Cellular and Infection Microbiology(2022)10.3389/fcimb.2022.933190

N/A

0.165DataRank · unranked

2 citations

Divij Mathew, Navya Sharma, Sharon Nirenberg, Hsin-Hui Huang, Patricia Kovatch +3 more

A novel method leveraging time series data to improve subphenotyping and application in critically ill patients with COVID-19

Artificial Intelligence in Medicine(2023)10.1016/j.artmed.2023.102750

N/A

0.165DataRank · unranked

2 citations

Pushkala Jayaraman, Pranai Tandon, Udit Chaddha, Patricia Kovatch, Alexander W. Charney +3 more

An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets

arXiv (Cornell University)(2023)10.48550/arxiv.2311.03425

N/A

0.165DataRank · unranked

2 citations

Ashwin Sawant, Lora E. Liharska, Carol R. Horowitz, Lili Chan, Patricia Kovatch +9 more

Derivation, External Validation and Clinical Implications of a deep learning approach for intracranial pressure estimation using non-cranial waveform measurements

medRxiv(2024)10.1101/2024.01.30.24301974

N/A

0.104DataRank · unranked

1 citations

Pushkala Jayaraman, Ashwin Sawant, Jacob Desman, Benjamin Fox, Annie Chang +14 more

The NYCKidSeq project: study protocol for a randomized controlled trial incorporating genomics into the clinical care of diverse New York City children

medRxiv(2020)10.1101/2020.09.02.20186361

N/A

0.104DataRank · unranked

1 citations

Katie M. Gallagher, Sabrina A. Suckiel, Katherine E. Donohue, Michelle A. Ramos, Nicole Kelly +41 more

Real-world usage diminishes validity of Artificial Intelligence tools

medRxiv(2022)10.1101/2022.11.17.22282440

N/A

0.104DataRank · unranked

1 citations

Ashwin Sawant, Mayte Suárez‐Fariñas, Ju Hee Lee, Sanjeev Kaul, Patricia Kovatch +15 more

The development of the Human Health Exposure Analysis Resource (HHEAR) Data Repository for environmental epidemiology research

Environment International(2025)10.1016/j.envint.2025.109967

Top 100%

0DataRank

Top 100%0 citations

Sofia Bengoa, Carolina Valle, James R. Masters, Tyrone Cadenhead, Alona Rabin +11 more

GUÍA: a digital platform to facilitate result disclosure in genetic counseling

medRxiv(2020)10.1101/2020.09.14.20194191

N/A

0DataRank · unranked

0 citations

Jaqueline A. Odgis, Katie M. Gallagher, Jessica Rodriguez, Dana Watnick, Gabrielle Bertier +27 more

The NYCKidSeq project: study protocol for a randomized controlled trial incorporating genomics into the clinical care of diverse New York City children

Research Square(2020)10.21203/rs.3.rs-64844/v1

N/A

0DataRank · unranked

0 citations

Katie M. Gallagher, Sabrina A. Suckiel, Katherine E. Donohue, Michelle A. Ramos, Nicole Kelly +41 more

Prediction of COVID-19 Status Using Baseline Demographics and Lab Data

SSRN Electronic Journal(2021)10.2139/ssrn.3771320

N/A

0DataRank · unranked

0 citations

Tomi Jun, Jordi Frank, Sharon Nirenberg, Patricia Kovatch, Kuan-lin Huang +1 more

Prediction of COVID-19 status using baseline demographics and lab data

Research Square(2021)10.21203/rs.3.rs-156097/v1

N/A

0DataRank · unranked

0 citations

Tomi Jun, Jordi Frank, Sharon Nirenberg, Patricia Kovatch, Kuan-lin Huang +1 more

Multi-ethnic Investigation of Risk and Immune Determinants of COVID-19 Outcomes

Research Square(2022)10.21203/rs.3.rs-1055587/v1

N/A

0DataRank · unranked

0 citations

Divij Mathew, Navya Sharma, Sharon Nirenberg, Hsin-Hui Huang, Patricia Kovatch +3 more

Local large language models for privacy-preserving accelerated review of historic echocardiogram reports

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae085

N/A

0DataRank · unranked

28 citations

Son Q. Duong, Joshua Lampert, Patricia Kovatch, Robert Freeman, Edgar Argulian +6 more

Multimodal fusion learning for long QT syndrome pathogenic genotypes in a racially diverse population

npj Digital Medicine(2024)10.1038/s41746-024-01218-1

N/A

0DataRank · unranked

0 citations

Ha My T. Vy, Alexander W. Charney, Patricia Kovatch, Vivek Y. Reddy, Pushkala Jayaraman +8 more

Personalized Hemodynamic Management Using Reinforcement Learning to Prevent Persistent Acute Kidney Injury After Cardiac Surgery

medRxiv(2025)10.1101/2025.10.23.25338698

N/A

0DataRank · unranked

0 citations

Jacob Desman, Ido Amit, Won-Suk Oh, Christine A. Capone, Pushkala Jayaraman +26 more

Optimizing High-Performance Computing Systems for Biomedical Workloads

PubMed(2020)10.1109/ipdpsw50202.2020.00040

N/A

0DataRank · unranked

8 citations

Lili Gai, Hyung Min Cho, Eugene Fluder, Dansha Jiang, Patricia Kovatch

Patricia Kovatch

Indexed papers

Top data-sharing exemplar

Papers