Casey Overby Taylor

Also affiliated with Johns Hopkins Medicine

Biochemistry, Genetics and Molecular BiologyComputer ScienceHealth Professions

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 7%percentile

0.135Author 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.

Assessing genetic counseling efficiency with natural language processing

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf190

Top 71%

0.135DataRank

Top 71%1 citations

Carolyn Applegate, Brittney Murray, Ayah Zirikly, Crystal Tichnell, Catherine Gordon +4 more

Papers

Driven by 19 papers — median percentile 29. Top paper: “Inverting the model of genomics data sharing with the NHGRI Genomic Data Science Analysis, Visualization, and Informatics Lab-space”.

Inverting the model of genomics data sharing with the NHGRI Genomic Data Science Analysis, Visualization, and Informatics Lab-space

Cell Genomics(2022)10.1016/j.xgen.2021.100085

N/A

3.9DataRank · unranked

132 citations

Anthony Philippakis, Enis Afgan, Eric Banks, Vincent J. Carey, Robert J. Carroll +95 more

Assessing genetic counseling efficiency with natural language processing

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf190

Top 71%

0.135DataRank

Top 71%1 citations

Carolyn Applegate, Brittney Murray, Ayah Zirikly, Crystal Tichnell, Catherine Gordon +4 more

A research agenda to support the development and implementation of genomics-based clinical informatics tools and resources

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac057

N/A

0DataRank · unranked

9 citations

Laura Findley, Madison P. Goldrich, Tejinder Rakhra-Burris, Ana Stevens, Pamela A. Williams +34 more

Assessing Associations Between COVID-19 Symptomology and Adverse Outcomes After Piloting Crowdsourced Data Collection: Cross-sectional Survey Study

JMIR Formative Research(2022)10.2196/37507

N/A

0DataRank · unranked

0 citations

Jiawei Bai, Cindy Zhang, Anand Malpani, Stuart C. Ray, Casey Overby Taylor +1 more

Enabling the clinical application of artificial intelligence in genomics: a perspective of the AMIA Genomics and Translational Bioinformatics Workgroup

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad211

N/A

0DataRank · unranked

17 citations

Radha Nagarajan, Chen Wang, Murat Sincan, Robert R. Freimuth, David B. Everman +14 more

Designing Software for Genomics Medicine Service Leaders to Engage Stakeholders

PubMed(2023)10.1109/ichi57859.2023.00059

N/A

0DataRank · unranked

1 citations

Kai-Wen K. Yang, Zoljargal Lkhagvajav, Yuzhi L. Lu, Tamisha Dzifa Segbefia, Natalie Wang +3 more

Usability, Engagement, and Report Usefulness of Chatbot-Based Family Health History Data Collection: Mixed Methods Analysis

Journal of Medical Internet Research(2024)10.2196/55164

N/A

0DataRank · unranked

12 citations

João Sedoc, Casey Overby Taylor, Michelle Hoang Nguyen

Predicting Postoperative Pain and Opioid Use with Machine Learning Applied to Longitudinal Electronic Health Record and Wearable Data

Applied Clinical Informatics(2024)10.1055/a-2321-0397

N/A

0DataRank · unranked

7 citations

Traci J. Speed, Anping Xie, Casey Overby Taylor, Nidhi Soley

Incorporation of emergent symptoms and genetic covariates improves prediction of aromatase inhibitor therapy discontinuation

JAMIA Open(2024)10.1093/jamiaopen/ooae006

N/A

0DataRank · unranked

1 citations

Vered Stearns, Amanda L. Blackford, Daniel L. Hertz, Karen L. Smith, James M. Rae +2 more

Participant Contributions to Person-Generated Health Data Research Using Mobile Devices: Scoping Review

Journal of Medical Internet Research(2024)10.2196/51955

N/A

0DataRank · unranked

2 citations

Micaela Ashton, Rebecca Hahn Yoo, Zoljargal Lkhagvajav, Robert A. Wright, Debra Mathews +2 more

Clinical Data: Sources and Types, Regulatory Constraints, Applications

UNC Libraries(2024)10.17615/a2ht-zp91

N/A

0DataRank · unranked

0 citations

Stanley C. Ahalt, Gustavo Glusman, Emily Pfaff, Peter N. Robinson, The Biomedical Data Translator Consortium +8 more

Fast Healthcare Interoperability Resources (FHIR) as a Meta Model to Integrate Common Data Models: Development of a Tool and Quantitative Validation Study

UNC Libraries(2024)10.17615/sp4m-cg90

N/A

0DataRank · unranked

0 citations

Emily Pfaff, Ashok Krishnamurthy, Christopher G. Chute, Steven J. Cox, Hao Xu +6 more

Predicting postoperative chronic opioid use with fair machine learning models integrating multi-modal data sources: a demonstration of ethical machine learning in healthcare

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf053

N/A

0DataRank · unranked

5 citations

Ilia Rattsev, Traci J. Speed, Anping Xie, Kadija Ferryman, Casey Overby Taylor +1 more

ICU Admission Prediction for Patients With Kawasaki Disease or MIS-C Using Machine Learning

JACC Advances(2025)10.1016/j.jacadv.2025.101621

N/A

0DataRank · unranked

1 citations

Rebecca Mosier, R. Mukherjee, Ashraf S. Harahsheh, Supriya Jain, Geetha Raghuveer +62 more

Identification of molecular and clinical ALS subgroups based on TDP-43 loss of function molecular markers from population-based patient-derived iPS motor neurons

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.64898/2025.12.28.696512

N/A

0DataRank · unranked

1 citations

shaili tripathi, Yike Guo, Parimala Vedula, R. Li, Michael Potanin +9 more

An Unsupervised Approach to Derive Right Ventricular Pressure–Volume Loop Phenotypes in Pulmonary Hypertension

Pulmonary Circulation(2025)10.1002/pul2.70057

N/A

0DataRank · unranked

0 citations

Cindy Zhang, C.-S. Changchien, Pan Gu, Yikun Li, Yi‐Ching Yang +11 more

Feature engineering with clinical expert knowledge: A case study assessment of machine learning model complexity and performance

PLoS ONE(2020)10.1371/journal.pone.0231300

N/A

0DataRank · unranked

48 citations

Vibhu Jawa, Xiaohan Zhang, Christopher G. Chute, Jeremy A. Epstein, Jordan Matelsky +3 more

A Framework to Quantify Disparities in Pharmacogenomic Treatment Concordance and Drug Response Outcomes

medRxiv(2025)10.1101/2025.09.29.25335264

N/A

0DataRank · unranked

0 citations

James M. Stevenson, Casey Overby Taylor, Ilia Rattsev

Facilitating Genetics Aware Clinical Decision Support: Putting the eMERGE Infrastructure into Practice

ACI Open(2021)10.1055/s-0041-1729981

N/A

0DataRank · unranked

1 citations

Luke V. Rasmussen, Laura J. Rasmussen‐Torvik, Cynthia A. Prows, David A. Dorr, Lipika Samal +2 more

Casey Overby Taylor

Indexed papers

Top data-sharing exemplar

Papers