Gregory Holste

Also affiliated with The University of Texas at Austin, Michigan State University, University of Edinburgh

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

1in 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 1 indexed paper 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.

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

PubMed(2023)10.48550/arxiv.2310.16112

Top 100%

0DataRank

Top 100%0 citations

Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge +20 more

Papers

Driven by 22 papers — median percentile 0. Top paper: “Improving model fairness in image-based computer-aided diagnosis”.

Improving model fairness in image-based computer-aided diagnosis

Nature Communications(2023)10.1038/s41467-023-41974-4

N/A

1.2DataRank · unranked

29 citations

Tianhao Li, Yifan Yang, Gregory Holste, Ying Ding, Sarah H. Van Tassel +7 more

Severe aortic stenosis detection by deep learning applied to echocardiography

European Heart Journal(2023)10.1093/eurheartj/ehad456

N/A

0DataRank · unranked

137 citations

Evangelos K. Oikonomou, Bobak J. Mortazavi, Andreas Coppi, Kamil F. Faridi, Edward J. Miller +10 more

How Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers?

Lecture notes in computer science(2023)10.1007/978-3-031-43904-9_64

N/A

0DataRank · unranked

10 citations

Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto +10 more

Biometric Contrastive Learning for Data-Efficient Deep Learning from Electrocardiographic Images

medRxiv(2023)10.1101/2023.09.13.23295494

N/A

0DataRank · unranked

5 citations

Akshay Khunte, Gregory Holste, Bobak J. Mortazavi, Zhangyang Wang, Evangelos K. Oikonomou +2 more

A Multimodality Video-Based AI Biomarker For Aortic Stenosis Development And Progression

medRxiv(2023)10.1101/2023.09.28.23296234

N/A

0DataRank · unranked

1 citations

Gregory Holste, Neal Yuan, Andreas Coppi, Robert L. McNamara, Norrisa Haynes +12 more

How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?

arXiv (Cornell University)(2023)10.48550/arxiv.2308.09180

N/A

0DataRank · unranked

0 citations

Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto +10 more

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

PubMed(2023)10.48550/arxiv.2310.16112

Top 100%

0DataRank

Top 100%0 citations

Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge +20 more

Predicting aortic stenosis progression using a video-based deep learning model of aortic stenosis built for single-view two-dimensional echocardiography

European Heart Journal(2023)10.1093/eurheartj/ehad655.040

N/A

0DataRank · unranked

0 citations

Gregory Holste, Robert L. McNamara, Eric J. Velazquez, Girish N. Nadkarni, David Ouyang +4 more

A Multimodal Video-Based AI Biomarker for Aortic Stenosis Development and Progression

JAMA Cardiology(2024)10.1001/jamacardio.2024.0595

N/A

0DataRank · unranked

65 citations

Gregory Holste, Neal Yuan, Andreas Coppi, Robert L. McNamara, Norrisa Haynes +12 more

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge

Medical Image Analysis(2024)10.1016/j.media.2024.103224

N/A

0DataRank · unranked

37 citations

Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge +20 more

Efficient deep learning-based automated diagnosis from echocardiography with contrastive self-supervised learning

Communications Medicine(2024)10.1038/s43856-024-00538-3

N/A

0DataRank · unranked

29 citations

Evangelos K. Oikonomou, Bobak J. Mortazavi, Zhangyang Wang, Rohan Khera, Gregory Holste

Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling

npj Digital Medicine(2024)10.1038/s41746-024-01207-4

N/A

0DataRank · unranked

22 citations

Mingquan Lin, Ruiwen Zhou, Fei Wang, Lei Liu, Qi Yan +7 more

Improving Fairness of Automated Chest Radiograph Diagnosis by Contrastive Learning

Radiology Artificial Intelligence(2024)10.1148/ryai.230342

N/A

0DataRank · unranked

14 citations

Tianhao Li, Zhaoyi Sun, Gregory Holste, Ying Ding, Fei Wang +3 more

Biometric contrastive learning for data-efficient deep learning from electrocardiographic images

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae002

N/A

0DataRank · unranked

26 citations

Akshay Khunte, Gregory Holste, Bobak J. Mortazavi, Zhangyang Wang, Evangelos K. Oikonomou +2 more

High sensitivity methods for automated rib fracture detection in pediatric radiographs

Scientific Reports(2024)10.1038/s41598-024-59077-5

N/A

0DataRank · unranked

8 citations

Gregory Holste, Jeffrey P. Otjen, Francisco A. Perez, Joseph Junewick, Andy Zbojniewicz +5 more

Artificial intelligence-guided detection of under-recognized cardiomyopathies on point-of-care cardiac ultrasound: a multi-center study

medRxiv(2024)10.1101/2024.03.10.24304044

N/A

0DataRank · unranked

6 citations

Akhil Vaid, Gregory Holste, Andreas Coppi, Robert L. McNamara, Cristiana Baloescu +6 more

Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning

arXiv (Cornell University)(2024)10.48550/arxiv.2401.15111

N/A

0DataRank · unranked

0 citations

Tianhao Li, Zhaoyi Sun, Gregory Holste, Ying Ding, Fei Wang +3 more

Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling

arXiv (Cornell University)(2024)10.48550/arxiv.2405.08780

N/A

0DataRank · unranked

0 citations

Mingquan Lin, Ruiwen Zhou, Fei Wang, Lei Liu, Qi Yan +7 more

Artificial intelligence-guided screening of under-recognized cardiomyopathies adapted for point-of-care echocardiography

European Heart Journal(2024)10.1093/eurheartj/ehae666.157

N/A

0DataRank · unranked

0 citations

Gregory Holste, A Coppi, Robert L. McNamara, Girish N. Nadkarni, Harlan M. Krumholz +4 more

Artificial intelligence-guided detection of under-recognised cardiomyopathies on point-of-care cardiac ultrasonography: a multicentre study

The Lancet Digital Health(2025)10.1016/s2589-7500(24)00249-8

N/A

0DataRank · unranked

37 citations

Akhil Vaid, Gregory Holste, Andreas Coppi, Robert L. McNamara, Cristiana Baloescu +6 more

Automated severe aortic stenosis detection on single-view echocardiography: A multi-center deep learning study

medRxiv(2022)10.1101/2022.08.30.22279413

N/A

0DataRank · unranked

5 citations

Evangelos K. Oikonomou, Bobak J. Mortazavi, Andreas Coppi, Kamil F. Faridi, Edward J. Miller +10 more

CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray

Medical Image Analysis(2025)10.1016/j.media.2025.103739

N/A

0DataRank · unranked

6 citations

Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Imon Banerjee +29 more

Gregory Holste

Indexed papers

Top data-sharing exemplar

Papers