Natalie E. Sheils

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

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 8 papers. Top paper: “Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites”.

Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites

npj Digital Medicine(2022)10.1038/s41746-022-00615-8

N/A

0.477DataRank · unranked

23 citations

Chongliang Luo, Md. Nazmul Islam, Natalie E. Sheils, John Buresh, Mackenzie Edmondson +5 more

Real-world performance of SARS-Cov-2 serology tests in the United States, 2020

PLOS ONE(2023)10.1371/journal.pone.0279956

N/A

0.165DataRank · unranked

2 citations

Anthony M. Louder, Carly Kabelac, Christopher M. Frederick, Natalie E. Sheils, Elizabeth H. Eldridge +28 more

An efficient distributed algorithm with application to COVID-19 data from heterogeneous clinical sites

medRxiv(2020)10.1101/2020.11.17.20220681

N/A

0DataRank · unranked

0 citations

Chongliang Luo, Md. Nazmul Islam, Natalie E. Sheils, John Buresh, Mackenzie Edmondson +5 more

Benchmarking AutoML frameworks for disease prediction using medical claims

BioData Mining(2022)10.1186/s13040-022-00300-2

N/A

0DataRank · unranked

39 citations

Mariefel Nicole Y. Deypalan, Suchit Mehrotra, John Titus Jungao, Natalie E. Sheils, Elisabetta Manduchi +2 more

DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models

Nature Communications(2022)10.1038/s41467-022-29160-4

N/A

0DataRank · unranked

28 citations

Md. Nazmul Islam, Natalie E. Sheils, John Buresh, Jenna Reps, Martijn J. Schuemie +23 more

Distributed Quasi-Poisson regression algorithm for modeling multi-site count outcomes in distributed data networks

Journal of Biomedical Informatics(2022)10.1016/j.jbi.2022.104097

N/A

0DataRank · unranked

27 citations

Chongliang Luo, M. Nazmul Islam, Natalie E. Sheils, John Buresh, Zhaoyi Chen +3 more

Patterns of Prenatal Care Delivery and Obstetric Outcomes before and during the COVID-19 Pandemic

American Journal of Perinatology(2022)10.1055/a-1960-2682

N/A

0DataRank · unranked

15 citations

Natalie E. Sheils, M. Ventura, Ana Jane Paderanga, Ciara De Ocampo Janer, Patricia Rose B. Donato +3 more

Real-world utilization of SARS-CoV-2 serological testing in RNA positive patients across the United States

PLOS ONE(2023)10.1371/journal.pone.0281365

N/A

0DataRank · unranked

0 citations

Natalie E. Sheils, Anthony M. Louder, Elizabeth H. Eldridge, Nancy D. Lin, Benjamin D. Pollock +35 more