Rima Arnaout

Also affiliated with Harvard University, University of California, San Francisco, University of San Francisco

MedicineBiochemistry, Genetics and Molecular Biology

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 30 papers. Top paper: “Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist”.

Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist

Nature Medicine(2020)10.1038/s41591-020-1041-y

N/A

0.947DataRank · unranked

551 citations

Giorgio Quer, Ali Torkamani, Raquel Dias, Milena Gianfrancesco, Rima Arnaout +8 more

Development and Validation of a Deep Learning Strategy for Automated View Classification of Pediatric Focused Assessment With Sonography for Trauma

Journal of Ultrasound in Medicine(2021)10.1002/jum.15868

N/A

0.869DataRank · unranked

20 citations

Newton Addo, Ruolei Dong, Robert Rogers, Jacqueline Grupp‐Phelan, Pavan Gupta +5 more

The MI-CLAIM-GEN checklist for generative artificial intelligence in health

Nature Medicine(2025)10.1038/s41591-024-03470-0

N/A

0.720DataRank · unranked

18 citations

Irene Y. Chen, Christopher Y. K. Williams, Jaysón Davidson, Shenghuan Sun, Travis Zack +14 more

Learning epistatic polygenic phenotypes with Boolean interactions

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.11.24.396846

N/A

0.460DataRank · unranked

5 citations

Karl Kumbier, Aldo Cordova-Palomera, Matthew Aguire, Omer Ronen, Chengzhong Ye +8 more

Epistasis regulates genetic control of cardiac hypertrophy

Nature Cardiovascular Research(2025)10.1038/s44161-025-00656-8

N/A

0.288DataRank · unranked

5 citations

Tiffany M. Tang, Michelle Youlton, Chad S. Weldy, Omer Ronen, J. Weston Hughes +19 more

Epistasis regulates genetic control of cardiac hypertrophy

Research Square(2023)10.21203/rs.3.rs-3509208/v1

N/A

0.256DataRank · unranked

4 citations

Nathan Youlton, Ana Kenney, Omer Ronen, Elizabeth Chin, Shirley Sutton +21 more

Deciphering epistatic genetic regulation of cardiac hypertrophy

medRxiv(2023)10.1101/2023.11.06.23297858

N/A

0.208DataRank · unranked

3 citations

Tiffany M. Tang, Michelle Youlton, Chad S. Weldy, Omer Ronen, J. Weston Hughes +20 more

Learning epistatic polygenic phenotypes with Boolean interactions

PLOS ONE(2024)10.1371/journal.pone.0298906

N/A

0.165DataRank · unranked

2 citations

Karl Kumbier, Aldo Cordova-Palomera, Matthew Aguirre, Omer Ronen, Chengzhong Ye +8 more

Gender-based time discrepancy in diagnosis of coronary artery disease based on data analytics of electronic medical records

Frontiers in Cardiovascular Medicine(2022)10.3389/fcvm.2022.969325

N/A

0DataRank · unranked

12 citations

Andrew Bishara, Yorick Chern, Roohallah Alizadehsani, Sheikh Mohammed Shariful Islam, Dexter Hadley +3 more

Deep‐learning model for prenatal congenital heart disease screening generalizes to community setting and outperforms clinical detection

Ultrasound in Obstetrics and Gynecology(2023)10.1002/uog.27503

N/A

0DataRank · unranked

40 citations

A. van Nisselrooij, S. Rizvi, Monique C. Haak, Anita J. Moon‐Grady, Rima Arnaout +1 more

Proceedings of the NHLBI Workshop on Artificial Intelligence in Cardiovascular Imaging

JACC. Cardiovascular imaging(2023)10.1016/j.jcmg.2023.05.012

N/A

0DataRank · unranked

30 citations

Rima Arnaout, Sameer Antani, Aldo Badano, Louis Jacques, Huiqing Li +10 more

Domain-guided data augmentation for deep learning on medical imaging

PLoS ONE(2023)10.1371/journal.pone.0282532

N/A

0DataRank · unranked

30 citations

Rima Arnaout, Chinmayee Athalye

ENRICHing medical imaging training sets enables more efficient machine learning

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad055

N/A

0DataRank · unranked

18 citations

Rohit Arora, Ramy Arnaout, Rima Arnaout, Erin Chinn

ChatGPT Helped Me Write This Talk Title, but Can It Read an Echocardiogram?

Journal of the American Society of Echocardiography(2023)10.1016/j.echo.2023.07.007

N/A

0DataRank · unranked

5 citations

Rima Arnaout

Deep learning model for prenatal congenital heart disease (CHD) screening generalizes to the community setting and outperforms clinical detection

medRxiv(2023)10.1101/2023.03.10.23287134

N/A

0DataRank · unranked

2 citations

A. van Nisselrooij, Sara Rizvi, Monique C. Haak, Anita J. Moon‐Grady, Rima Arnaout +1 more

$\textit{sentropy}$: A Python Package for Revealing Hidden Differences in Complex Datasets

PubMed(2023)10.48550/arxiv.2401.00102

N/A

0DataRank · unranked

1 citations

Rohit Arora, Elliot D. Hill, Jasper Braun, Alexandra Morgan, Liza M. Quintana +5 more

Myocardial Texture Analysis of Echocardiograms in Cardiac Transthyretin Amyloidosis

Journal of the American Society of Echocardiography(2024)10.1016/j.echo.2024.02.005

N/A

0DataRank · unranked

6 citations

Sarah Cuddy, Gavin Ovsak, Gerard Giblin, Mathew S. Maurer, Frederick L. Ruberg +3 more

Improving Prenatal Detection of Congenital Heart Disease With a Scalable Composite Analysis of 6 Fetal Cardiac Ultrasound Biometrics

Journal of the American Society of Echocardiography(2024)10.1016/j.echo.2024.08.007

N/A

0DataRank · unranked

2 citations

Sara Rizvi, Anita J. Moon‐Grady, Rima Arnaout, Aneela Reddy

Self-supervised learning for label-free segmentation in cardiac ultrasound

Nature Communications(2025)10.1038/s41467-025-59451-5

N/A

0DataRank · unranked

17 citations

Connor Lau, Zaynaf Salaymang, Rima Arnaout, Danielle Ferreira

Are AI Foundation Models Efficient for Segmentation of Echocardiograms?

Journal of the American Society of Echocardiography(2025)10.1016/j.echo.2025.02.001

N/A

0DataRank · unranked

4 citations

Rima Arnaout, Danielle L. Ferreira

From Bytes to Beats: Overcoming Conceptual and Implementation Challenges for AI in Cardiovascular Care

Circulation(2025)10.1161/circulationaha.125.074167

N/A

0DataRank · unranked

1 citations

Rima Arnaout

Grade Inflation in Generative Models

Qeios(2025)10.32388/sn51kh

N/A

0DataRank · unranked

0 citations

Rima Arnaout, Ramy Arnaout, Alexandra Morgan

Which Similarity-Sensitive Entropy (Sentropy)?

arXiv (Cornell University)(2025)10.48550/arxiv.2511.03849

N/A

0DataRank · unranked

0 citations

Josiah Couch, Rahul Bansal, Alexandra Morgan, Christopher K. W. Tam, Miao Li +3 more

Expert-level prenatal detection of complex congenital heart disease from screening ultrasound using deep learning

medRxiv(2020)10.1101/2020.06.22.20137786

N/A

0DataRank · unranked

39 citations

Lara Curran, Yili Zhao, Jami C. Levine, Erin Chinn, Anita J. Moon‐Grady +1 more

Machine Learning and the Future of Cardiovascular Care

Journal of the American College of Cardiology(2021)10.1016/j.jacc.2020.11.030

N/A

0DataRank · unranked

336 citations

Ramy Arnaout, Michael Henne, Rima Arnaout, Giorgio Quer

An ensemble of neural networks provides expert-level prenatal detection of complex congenital heart disease

Nature Medicine(2021)10.1038/s41591-021-01342-5

N/A

0DataRank · unranked

276 citations

Lara Curran, Yili Zhao, Jami C. Levine, Erin Chinn, Anita J. Moon‐Grady +1 more

Mitral Valve Atlas for Artificial Intelligence Predictions of MitraClip Intervention Outcomes

Frontiers in Cardiovascular Medicine(2021)10.3389/fcvm.2021.759675

N/A

0DataRank · unranked

20 citations

Yao Jiang, Vaikom S. Mahadevan, Daniel A. Gruber, Rima Arnaout, Wolfgang Gentzsch +3 more

ENRICH: Exploiting Image Similarity to Maximize Efficient Machine Learning in Medical Imaging

Research Square(2021)10.21203/rs.3.rs-1000939/v1

N/A

0DataRank · unranked

3 citations

Rohit Arora, Ramy Arnaout, Rima Arnaout, Erin Chinn

ENRICHing Medical Imaging Training Sets Enables More Efficient Machine Learning

medRxiv(2021)10.1101/2021.05.22.21257645

N/A

0DataRank · unranked

1 citations

Rohit Arora, Ramy Arnaout, Rima Arnaout, Erin Chinn

Visualizing omicron: COVID-19 deaths vs. cases over time

PLoS ONE(2022)10.1371/journal.pone.0265233

N/A

0DataRank · unranked

22 citations

Rima Arnaout, Ramy Arnaout