🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

David A. Gutman

Emory University

ORCID: 0000-0002-1386-8701
Computer ScienceMedicineNeuroscienceBiochemistry, 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 2%percentile
3.5Author DataRank

Indexed papers

4in 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 4 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 →

Top data-sharing exemplar

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

A patient-centric dataset of images and metadata for identifying melanomas using clinical context

Scientific Data(2021)10.1038/s41597-021-00815-z
Top 10%
2.1DataRank
Top 10%41 citations

Nicholas R. Kurtansky, Brigid Betz‐Stablein, Liam J Caffery, Emmanouil Chousakos, Noel Codella +20 more

Papers

Driven by 24 papers — median percentile 60. Top paper: “A patient-centric dataset of images and metadata for identifying melanomas using clinical context”.

A patient-centric dataset of images and metadata for identifying melanomas using clinical context

Scientific Data(2021)10.1038/s41597-021-00815-z
Top 10%
2.1DataRank
Top 10%41 citations

Nicholas R. Kurtansky, Brigid Betz‐Stablein, Liam J Caffery, Emmanouil Chousakos, Noel Codella +20 more

Lung Cancer Survival Trends in the Veterans Health Administration

Clinical Lung Cancer(2024)10.1016/j.cllc.2024.02.009
Top 39%
0.494DataRank
Top 39%12 citations

J. R. Taylor, Alex K. Bryant, Lucas K. Vitzthum, Nikhil Sebastian, David A. Gutman +10 more

Summary of the National Cancer Institute 2023 Virtual Workshop on Medical Image De-identification—Part 2: Pathology Whole Slide Image De-identification, De-facing, the Role of AI in Image De-identification, and the NCI MIDI Datasets and Pipeline

Journal of Imaging Informatics in Medicine(2024)10.1007/s10278-024-01183-x
Top 40%
0.470DataRank
Top 40%10 citations

Adam Taylor, Tom Bisson, David A. Gutman, Ying Xiao, Christopher G. Schwarz +7 more

Survey of Neuroanatomic Sampling and Staining Procedures in Alzheimer Disease Research Center Brain Banks

PubMed(2023)10.17879/freeneuropathology-2023-4696
Top 45%
0.407DataRank
Top 45%7 citations

Andrew F. Teich, Brittany N. Dugger, David A. Gutman, Juan C. Vizcarra

A new AI-assisted data standard accelerates interoperability in biomedical research

medRxiv(2024)10.1101/2024.10.17.24315618
N/A
0.288DataRank · unranked
4 citations

Shannon Ballard, Syed Islamuddin Shah, Owen Bianchi, Lietsel Jones, Mathew J. Koretsky +30 more

Neuromorphological Changes following Selection for Tameness and Aggression in the Russian Farm-Fox experiment

Journal of Neuroscience(2021)10.1523/jneurosci.3114-20.2021
N/A
0DataRank · unranked
32 citations

Anna V. Kukekova, David A. Gutman, Gregory M. Acland, Todd M. Preuss, Lyudmila N. Trut +1 more

Explainable nucleus classification using Decision Tree Approximation of Learned Embeddings

Bioinformatics(2021)10.1093/bioinformatics/btab670
N/A
0DataRank · unranked
16 citations

Lamees A Atteya, Hagar Hussein, Kareem Hosny Mohammed, Ehab Hafiz, Maha AT Elsebaie +6 more

Validation of artificial intelligence prediction models for skin cancer diagnosis using dermoscopy images: the 2019 International Skin Imaging Collaboration Grand Challenge

The Lancet Digital Health(2022)10.1016/s2589-7500(22)00021-8
N/A
0DataRank · unranked
121 citations

Noel Codella, Veronica Rotemberg, Cristina Carrera, Stephen W. Dusza, David A. Gutman +13 more

NuCLS: A scalable crowdsourcing approach and dataset for nucleus classification and segmentation in breast cancer

GigaScience(2022)10.1093/gigascience/giac037
N/A
0DataRank · unranked
110 citations

Lamees A Atteya, Hagar Hussein, Kareem Hosny Mohammed, Ehab Hafiz, Maha AT Elsebaie +32 more

An Automated Pipeline for Differential Cell Counts on Whole-Slide Bone Marrow Aspirate Smears

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.05.26.493480
N/A
0DataRank · unranked
4 citations

Conrad W. Shebelut, Bradley Drumheller, Xuebao Zhang, Nithya Shanmugam, Michel Attieh +8 more

An Automated Pipeline for Differential Cell Counts on Whole-Slide Bone Marrow Aspirate Smears

Modern Pathology(2023)10.1016/j.modpat.2022.100003
N/A
0DataRank · unranked
27 citations

Conrad W. Shebelut, Bradley Drumheller, Xuebao Zhang, Nithya Shanmugam, Michel Attieh +8 more

The status of digital pathology and associated infrastructure within Alzheimer’s Disease Centers

Journal of Neuropathology & Experimental Neurology(2023)10.1093/jnen/nlac127
N/A
0DataRank · unranked
22 citations

Yamah Hamsafar, Charles L. White, Julie A. Schneider, R. Ross Reichard, Stefan Prokop +16 more

Toward a generalizable machine learning workflow for neurodegenerative disease staging with focus on neurofibrillary tangles

Acta Neuropathologica Communications(2023)10.1186/s40478-023-01691-x
N/A
0DataRank · unranked
21 citations

Thomas M. Pearce, Brittany N. Dugger, Michael J. Keiser, Marla Gearing, John F. Crary +7 more

Striatal Subregion-selective Dysregulated Dopamine Receptor-mediated Intracellular Signaling in a Model of DOPA-responsive Dystonia

Neuroscience(2023)10.1016/j.neuroscience.2023.02.020
N/A
0DataRank · unranked
8 citations

Maria A. Briscione, Yuping Donsante, Jordan Ingram, Xueliang Fan, Douglas Bernhard +9 more

A population-level computational histologic signature for invasive breast cancer prognosis

Research Square(2023)10.21203/rs.3.rs-2947001/v1
N/A
0DataRank · unranked
7 citations

James M. Hodge, Maha AT Elsebaie, Clara Bodelón, Samantha Puvanesarajah, David A. Gutman +6 more

Data from Interactive Classification of Whole-Slide Imaging Data for Cancer Researchers

(2023)10.1158/0008-5472.c.6512731.v1
N/A
0DataRank · unranked
0 citations

Mohamed Amgad, Pooya Mobadersany, Matthew McCormick, Brian P. Pollack, Habiba Elfandy +4 more

Evolutionary Strategies AI Addresses Multiple Technical Challenges in Deep Learning Deployment: Proof-of-Principle Demonstration for Neuroblastoma Brain Metastasis Detection

Journal of Imaging Informatics in Medicine(2024)10.1007/s10278-024-01165-z
N/A
0DataRank · unranked
4 citations

Hrithwik Shalu, David A. Gutman, Andrei I. Holodny, Shakeel Modak, Ellen M. Basu +5 more

Digital neuropathology of neurodegenerative disorders: Foundations, research advances, and future directions

Alzheimer s & Dementia(2025)10.1002/alz.70775
N/A
0DataRank · unranked
4 citations

Juan C. Vizcarra, Shivam Sharma, C. Dirk Keene, Charles L. White, Ain Kim +8 more

Comprehensive and Integrated Genomic Characterization of Adult Soft Tissue Sarcomas

UNC Libraries(2020)10.17615/jcyr-9v75
N/A
0DataRank · unranked
18 citations

Candace Shelton, Matthew Meyerson, Carrie Cibulskis, Jia Liu, Joshua Armenia +95 more

The Path-NeuroDegeneration consortium

The Lancet Neurology(2025)10.1016/s1474-4422(25)00161-9
N/A
0DataRank · unranked
3 citations

David A. Gutman, Timothy J. Hohman, Mukta Phatak, Brittany N. Dugger, Kate Andersh +4 more

Validation of machine learning models to detect amyloid pathologies across institutions

Acta Neuropathologica Communications(2020)10.1186/s40478-020-00927-4
N/A
0DataRank · unranked
37 citations

Marla Gearing, Michael J. Keiser, Jonathan D. Glass, Brittany N. Dugger, David A. Gutman +1 more

Interactive Classification of Whole-Slide Imaging Data for Cancer Researchers

Cancer Research(2020)10.1158/0008-5472.can-20-0668
N/A
0DataRank · unranked
31 citations

Mohamed Amgad, Pooya Mobadersany, Matt McCormick, Brian P. Pollack, Habiba Elfandy +4 more

Neuromorphological changes following selection for tameness and aggression in the Russian fox-farm experiment

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.11.21.390229
N/A
0DataRank · unranked
3 citations

Anna V. Kukekova, David A. Gutman, Greg Acland, Todd M. Preuss, Lyudmila N. Trut +1 more

The molecular basis of breast cancer pathological phenotypes

UNC Libraries(2020)10.17615/p1q8-ts12
N/A
0DataRank · unranked
0 citations

Kristin C. Jensen, Yunn‐Yi Chen, Gregor Krings, Frederic M. Waldman, Yujing J. Heng +24 more