Genevieve B. Melton

Also affiliated with University of Minnesota System, Colon and Rectal Surgery Associates, University of Minnesota Medical Center

Health ProfessionsBiochemistry, Genetics and Molecular BiologyComputer 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

2.4Author 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.

Characterizing COVID-19 clinical phenotypes and associated comorbidities and complication profiles

PLoS ONE(2021)10.1371/journal.pone.0248956

Top 14%

1.4DataRank

Top 14%68 citations

Nicholas E. Ingraham, Basil S. Karam, Jennifer Proper, Lianne Siegel, Erika S. Helgeson +12 more

Papers

Driven by 23 papers — median percentile 63. Top paper: “Characterizing COVID-19 clinical phenotypes and associated comorbidities and complication profiles”.

Characterizing COVID-19 clinical phenotypes and associated comorbidities and complication profiles

PLoS ONE(2021)10.1371/journal.pone.0248956

Top 14%

1.4DataRank

Top 14%68 citations

Nicholas E. Ingraham, Basil S. Karam, Jennifer Proper, Lianne Siegel, Erika S. Helgeson +12 more

Characterizing COVID-19 Clinical Phenotypes and Associated Comorbidities and Complication Profiles

medRxiv(2020)10.1101/2020.09.12.20193391

Top 37%

0.523DataRank

Top 37%6 citations

Nicholas E. Ingraham, Basil S. Karam, Jennifer Proper, Lianne Siegel, Erika S. Helgeson +12 more

Beyond Unplanned ICU Transfers: Linking a Revised Definition of Deterioration to Patient Outcomes

Critical Care Medicine(2024)10.1097/ccm.0000000000006333

Top 45%

0.407DataRank

Top 45%6 citations

Tom Phelan, Nicholas E. Ingraham, Benjamin Langworthy, Ajay Bhasin, Abhinab Kc +3 more

I CAN DO Surgical ACP (Improving Completion, Accuracy and Dissemination of Surgical Advanced Care Planning): a protocol for a multisite, single-blinded, pragmatic randomised controlled trial to improve ACP completion in older adults in the presurgical setting

BMJ Open(2025)10.1136/bmjopen-2025-108850

N/A

0.104DataRank · unranked

1 citations

Alexis Colley, Rebecca L. Sudore, Genevieve B. Melton, Chloe Botsford, Sandra Oreper +6 more

Evaluation of an Intrahospital Telemedicine Program for Patients Admitted With COVID-19: Mixed Methods Study

Journal of Medical Internet Research(2021)10.2196/25987

N/A

0DataRank · unranked

12 citations

Matthew Diehl, Brian Hilliard, Andrew Olson, Rebecca Markowitz, Christopher Tignanelli +5 more

Implementation of an Anticoagulation Practice Guideline for COVID-19 via a Clinical Decision Support System in a Large Academic Health System and Its Evaluation: Observational Study

JMIR Medical Informatics(2021)10.2196/30743

N/A

0DataRank · unranked

12 citations

Sean Switzer, Nathan D. Shippee, Pamela Wogensen, Kathryn Kosednar, Emma Jones +12 more

Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac188

N/A

0DataRank · unranked

35 citations

Gaoxiang Luo, Andrew Walker, Zachary Zaiman, Emma Jones, Hemant Gupta +12 more

Health Information Technology Use among Chronic Disease Patients: An Analysis of the United States Health Information National Trends Survey

Applied Clinical Informatics(2022)10.1055/s-0042-1751305

N/A

0DataRank · unranked

4 citations

Elizabeth Lindemann, Michael D. Evans, Raghu Pillai, Sameer Badlani, Genevieve B. Melton +1 more

PRescribing Interventions for Chronic pain using the Electronic health record (PRINCE): Study protocol

Contemporary Clinical Trials(2022)10.1016/j.cct.2022.106905

N/A

0DataRank · unranked

4 citations

Hannah T. Neprash, Alexandra Hanson, Brent A. Elert, David J. Satin, Alexander J. Rothman +6 more

MTAP - A Distributed Framework for NLP Pipelines

2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)(2022)10.1109/ichi54592.2022.00102

N/A

0DataRank · unranked

0 citations

Reed McEwan, Raymond Finzel, Greg Silverman, Rui Zhang, Serguei Pakhomov +2 more

Longitudinal clinical decision support for assessing decisions over time: State-of-the-art and future directions

Digital Health(2024)10.1177/20552076241249925

N/A

0DataRank · unranked

6 citations

Jeremy A. Balch, Jenna L. Marquard, Jessica M. Ray, Brian S. Alper, Neeraj Ojha +5 more

Advanced Care Planning Content Encoding with Natural Language Processing

Studies in health technology and informatics(2024)10.3233/shti231037

N/A

0DataRank · unranked

2 citations

Melissa A. Gunderson, Geetanjali Rajamani, Elizabeth C. Wick, Alexis Colley, Elizabeth Lindemann +7 more

Machine Learning for Risk Prediction of Recurrent AKI in Adult Patients After Hospital Discharge

Studies in health technology and informatics(2024)10.3233/shti230959

N/A

0DataRank · unranked

1 citations

Paul E. Drawz, György Simon, Terrence J Adam, Genevieve B. Melton, Jianqiu Zhang

Large Language Models for Disease Diagnosis: A Scoping Review

arXiv (Cornell University)(2024)10.48550/arxiv.2409.00097

N/A

0DataRank · unranked

6 citations

Zidu Xu, Mian Zhang, Chunpu Xu, Yawen Guo, Zaifu Zhan +12 more

Interpretable Differential Diagnosis with Dual-Inference Large Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2407.07330

N/A

0DataRank · unranked

1 citations

Mingquan Lin, Sirui Ding, Jiashuo Wang, Genevieve B. Melton, Zou, James +2 more

Large language models for disease diagnosis: a scoping review

npj Artificial Intelligence(2025)10.1038/s44387-025-00011-z

N/A

0DataRank · unranked

91 citations

Zidu Xu, Mian Zhang, Chunpu Xu, Yawen Guo, Zaifu Zhan +12 more

Explainable differential diagnosis with dual-inference large language models

npj Health Systems(2025)10.1038/s44401-025-00015-6

N/A

0DataRank · unranked

17 citations

Mingquan Lin, Sirui Ding, Jiashuo Wang, Canyu Chen, Genevieve B. Melton +3 more

Uncertainty-aware large language models for explainable disease diagnosis

npj Digital Medicine(2025)10.1038/s41746-025-02071-6

N/A

0DataRank · unranked

15 citations

Jiashuo Wang, Zidu Xu, Song Wang, David Brauer, Lindsay Welton +9 more

Racial/Ethnic Disparities in Hospital Admissions from COVID-19 and Determining the Impact of Neighborhood Deprivation and Primary Language

medRxiv(2020)10.1101/2020.09.02.20185983

N/A

0DataRank · unranked

18 citations

Laura N. Purcell, Basil S. Karam, R. Adams Dudley, Michael Usher, Christopher A. Warlick +5 more

Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis

arXiv (Cornell University)(2025)10.48550/arxiv.2505.03467

N/A

0DataRank · unranked

1 citations

Jiashuo Wang, Zidu Xu, Song Wang, David Brauer, Lindsay Welton +9 more

Evaluation of an Intrahospital Telemedicine Program for Patients Admitted With COVID-19: Mixed Methods Study (Preprint)

(2020)10.2196/preprints.25987

N/A

0DataRank · unranked

0 citations

Matthew Diehl, Brian Hilliard, Andrew Olson, Rebecca Markowitz, Christopher Tignanelli +5 more

Racial and Ethnic Disparities in Hospital Admissions from COVID-19: Determining the Impact of Neighborhood Deprivation and Primary Language

Journal of General Internal Medicine(2021)10.1007/s11606-021-06790-w

N/A

0DataRank · unranked

80 citations

Laura N. Purcell, Basil S. Karam, R. Adams Dudley, Michael Usher, Christopher A. Warlick +5 more

Outpatient metformin use is associated with reduced severity of COVID‐19 disease in adults with overweight or obesity

Journal of Medical Virology(2021)10.1002/jmv.26873

N/A

0DataRank · unranked

54 citations

John B. Buse, Leonardo Tamaritz, Ana Palacio, Ken Cohen, Deneen Vojta +13 more

Genevieve B. Melton

Indexed papers

Top data-sharing exemplar

Papers