Mackenzie Edmondson

Merck & Co., Inc., Rahway, NJ, USA (United States)

Also affiliated with China Railway Construction Corporation (China)

MedicineMathematicsComputer 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 7 papers. Top paper: “DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models”.

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

0.510DataRank · unranked

29 citations

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

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

An efficient and accurate distributed learning algorithm for modeling multi-site zero-inflated count outcomes

Scientific Reports(2021)10.1038/s41598-021-99078-2

N/A

0.457DataRank · unranked

20 citations

Chongliang Luo, Rui Duan, Mitchell Maltenfort, Zhaoyi Chen, Kenneth W. Locke +6 more

Advancing Interpretable Regression Analysis for Binary Data: A Novel Distributed Algorithm Approach

Statistics in Medicine(2024)10.1002/sim.10250

N/A

0DataRank · unranked

2 citations

Lu Li, Jenna Reps, Vitaly Lorman, Naimin Jing, Mackenzie Edmondson +9 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

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

TEMPORARILY REMOVED: Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae075

N/A

0DataRank · unranked

5 citations

Yishan Shen, Alice Xu, Xing He, Chongliang Luo, Mackenzie Edmondson +13 more