Praveer Singh

University of Colorado Anschutz Medical Campus

ORCID: 0000-0001-6641-2030

Also affiliated with Tata Steel (India), University of Colorado Denver

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 2%percentile

2.8Author 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.

Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma

Radiology Artificial Intelligence(2020)10.1148/ryai.2020190199

Top 8%

2.8DataRank

Top 8%53 citations

Jay Patel, Andrew Beers, Ken Chang, Praveer Singh, James M. Brown +6 more

Papers

Driven by 27 papers — median percentile 92. Top paper: “Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma”.

Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma

Radiology Artificial Intelligence(2020)10.1148/ryai.2020190199

Top 8%

2.8DataRank

Top 8%53 citations

Jay Patel, Andrew Beers, Ken Chang, Praveer Singh, James M. Brown +6 more

Privacy preservation for federated learning in health care

Patterns(2024)10.1016/j.patter.2024.100974

N/A

0.767DataRank · unranked

165 citations

Sourav Kumar, A. Varma, Brandon Edwards, Charles Lu, Liangqiong Qu +10 more

Multi-Institutional Assessment and Crowdsourcing Evaluation of Deep Learning for Automated Classification of Breast Density

Journal of the American College of Radiology(2020)10.1016/j.jacr.2020.05.015

N/A

0.593DataRank · unranked

51 citations

Andrew Beers, Laura Brink, Jay Patel, Praveer Singh, Nishanth Arun +11 more

Abnormal vascular structure and function within brain metastases is linked to pembrolizumab resistance

Neuro-Oncology(2023)10.1093/neuonc/noad236

N/A

0.323DataRank · unranked

6 citations

Kevin W Lou, Anita Giobbie‐Hurder, Ken Chang, Mishka Gidwani, Katharina Hoebel +38 more

Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging

Radiology Artificial Intelligence(2021)10.1148/ryai.2021200267

N/A

0DataRank · unranked

277 citations

Nathan Gaw, Praveer Singh, Ken Chang, Mehak Aggarwal, Bryan Chen +8 more

Single-Examination Risk Prediction of Severe Retinopathy of Prematurity

PEDIATRICS(2021)10.1542/peds.2021-051772

N/A

0DataRank · unranked

44 citations

Jimmy Chen, Praveer Singh, Robert L. Schelonka, Brian K. Jordan, Cindy T. McEvoy +8 more

Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment

Ophthalmology Science(2021)10.1016/j.xops.2021.100070

N/A

0DataRank · unranked

12 citations

Jamie E. Anderson, Aaron S. Coyner, Susan Ostmo, Kemal Sönmez, Deniz Erdoğmuş +10 more

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results

arXiv (Cornell University)(2021)10.48550/arxiv.2112.10074

N/A

0DataRank · unranked

7 citations

Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen +87 more

Artificial Intelligence for Retinopathy of Prematurity

Ophthalmology(2022)10.1016/j.ophtha.2022.02.008

N/A

0DataRank · unranked

57 citations

Michael F. Chiang, Jimmy Chen, Darius M. Moshfeghi, Eric Nudleman, Paisan Ruambivoonsuk +48 more

Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence

Ophthalmology Science(2022)10.1016/j.xops.2022.100126

N/A

0DataRank · unranked

53 citations

Jimmy Chen, Ken Chang, Praveer Singh, Susan Ostmo, R.V. Paul Chan +4 more

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation – Analysis of Ranking Scores and Benchmarking Results

The Journal of Machine Learning for Biomedical Imaging(2022)10.59275/j.melba.2022-354b

N/A

0DataRank · unranked

53 citations

Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen +87 more

Federated Learning for Multicenter Collaboration in Ophthalmology

Ophthalmology Retina(2022)10.1016/j.oret.2022.03.005

N/A

0DataRank · unranked

36 citations

Charles Lu, Ken Chang, Praveer Singh, Aaron S. Coyner, James M. Brown +54 more

Federated Learning for Multicenter Collaboration in Ophthalmology

Ophthalmology Retina(2022)10.1016/j.oret.2022.02.015

N/A

0DataRank · unranked

41 citations

Adam Hanif, Praveer Singh, Ken Chang, Aaron S. Coyner, James M. Brown +54 more

Inconsistent Partitioning and Unproductive Feature Associations Yield Idealized Radiomic Models

Radiology(2022)10.1148/radiol.220715

N/A

0DataRank · unranked

29 citations

Ken Chang, Jay Biren Patel, Katharina Hoebel, Syed Rakin Ahmed, Praveer Singh +3 more

Evaluation of an Artificial Intelligence System for Retinopathy of Prematurity Screening in Nepal and Mongolia

Ophthalmology Science(2022)10.1016/j.xops.2022.100165

N/A

0DataRank · unranked

27 citations

Nita Valikodath, Tala Al-Khaled, Sanyam Bajimaya, Sagun KC, Tsengelmaa Chuluunbat +15 more

Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data

Radiographics(2023)10.1148/rg.220107

N/A

0DataRank · unranked

41 citations

Sourav Kumar, Ken Chang, Charles Lu, Praveer Singh, Jayashree Kalpathy–Cramer +1 more

Epidemiologic Evaluation of Retinopathy of Prematurity Severity in a Large Telemedicine Program in India Using Artificial Intelligence

Ophthalmology(2023)10.1016/j.ophtha.2023.03.026

N/A

0DataRank · unranked

12 citations

Aaron S. Coyner, Aditi Gupta, Minn Oh, Parag K. Shah, Prema Subramanian +7 more

Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity

Ophthalmology Science(2023)10.1016/j.xops.2023.100417

N/A

0DataRank · unranked

11 citations

Brian K. Jordan, Brian Scottoline, Susan Ostmo, Aaron S. Coyner, Praveer Singh +6 more

Structural and functional vascular dysfunction within brain metastases is linked to pembrolizumab inefficacy

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.08.25.554868

N/A

0DataRank · unranked

0 citations

Kevin W Lou, Anita Giobbie‐Hurder, Ken Chang, Mishka Gidwani, Katharina Hoebel +38 more

Federated Learning in Glaucoma

Ophthalmology Glaucoma(2024)10.1016/j.ogla.2024.08.004

N/A

0DataRank · unranked

8 citations

Benton Chuter, Alexander Lieu, Praveer Singh, Jayashree Kalpathy–Cramer, Benjamin Y. Xu +5 more

Re-identification of patients from imaging features extracted by foundation models

npj Digital Medicine(2025)10.1038/s41746-025-01801-0

N/A

0DataRank · unranked

7 citations

Sourav Kumar, Stephen Michael McNamara, Christopher P. Bridge, J. Peter Campbell, Michael F. Chiang +4 more

Deep learning-based prediction of cardiopulmonary disease in retinal images of premature infants

medRxiv(2025)10.1101/2025.09.18.25336004

N/A

0DataRank · unranked

0 citations

Sourav Kumar, Riya Tyagi, Benjamin K. Young, Brian K. Jordan, Brian Scottoline +14 more

Automated Assessment and Tracking of COVID-19 Pulmonary Disease Severity on Chest Radiographs Using Convolutional Siamese Neural Networks

Radiology Artificial Intelligence(2020)10.1148/ryai.2020200079

N/A

0DataRank · unranked

157 citations

Nishanth Arun, Mishka Gidwani, Ken Chang, Francis Deng, Brent P. Little +8 more

Patient-level forecasting of geographic atrophy with a biologically grounded Gompertz model

medRxiv(2025)10.1101/2025.10.02.25337187

N/A

0DataRank · unranked

0 citations

Steve McNamara, Yoga Advaith Veturi, Niranjan Manoharan, Talisa E. de Carlo, Scott Kinder +8 more

Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging

npj Digital Medicine(2020)10.1038/s41746-020-0255-1

N/A

0DataRank · unranked

135 citations

Ken Chang, Ben Bearce, Connie Y. Chang, Ambrose J. Huang, J. Peter Campbell +9 more

Automated assessment of COVID-19 pulmonary disease severity on chest radiographs using convolutional Siamese neural networks

medRxiv(2020)10.1101/2020.05.20.20108159

N/A

0DataRank · unranked

32 citations

Nishanth Arun, Mishka Gidwani, Ken Chang, Francis Deng, Brent P. Little +8 more

Improvement and Multi-Population Generalizability of a Deep Learning-Based Chest Radiograph Severity Score for COVID-19

medRxiv(2020)10.1101/2020.09.15.20195453

N/A

0DataRank · unranked

14 citations

Nishanth Arun, Mehak Aggarwal, Sharut Gupta, Praveer Singh, Brent P. Little +11 more

Praveer Singh

Indexed papers

Top data-sharing exemplar

Papers