Developmental gene regulatory network connections predicted by machine learning from gene expression data alone

Jingyi Zhang; Farhan Ibrahim; Emily Najmulski; George Katholos; Doaa Altarawy; Lenwood S. Heath; Sarah L. Tulin

doi:10.1371/journal.pone.0261926

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Open Access

Peer-reviewed

Research Article

Developmental gene regulatory network connections predicted by machine learning from gene expression data alone

Jingyi Zhang,

Roles Formal analysis, Investigation, Methodology, Visualization, Writing – original draft

Affiliation Department of Computer Science, Virginia Tech, Blacksburg, VA, United States of America
⨯
Farhan Ibrahim,

Roles Methodology, Software

Affiliation Department of Computer Science, Virginia Tech, Blacksburg, VA, United States of America
⨯
Emily Najmulski,

Roles Investigation

Affiliation Department of Biology, Canisius College, Buffalo, NY, United States of America
⨯
George Katholos,

Roles Investigation

Affiliation Department of Biology, Canisius College, Buffalo, NY, United States of America
⨯
Doaa Altarawy,

Roles Conceptualization, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing

Affiliations Department of Computer Science, Virginia Tech, Blacksburg, VA, United States of America, Computer and Systems Engineering Department, Alexandria University, Alexandria, Egypt
⨯
Lenwood S. Heath,

Roles Conceptualization, Methodology, Supervision, Writing – original draft, Writing – review & editing

Affiliation Department of Computer Science, Virginia Tech, Blacksburg, VA, United States of America

https://orcid.org/0000-0003-1608-431X

⨯
Sarah L. Tulin

Roles Conceptualization, Data curation, Formal analysis, Supervision, Writing – original draft, Writing – review & editing

* E-mail: tulins@canisius.edu

Affiliation Department of Biology, Canisius College, Buffalo, NY, United States of America

https://orcid.org/0000-0001-8365-0559

⨯

Developmental gene regulatory network connections predicted by machine learning from gene expression data alone

Jingyi Zhang,
Farhan Ibrahim,
Emily Najmulski,
George Katholos,
Doaa Altarawy,
Lenwood S. Heath,
Sarah L. Tulin

Published: December 28, 2021
https://doi.org/10.1371/journal.pone.0261926

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