DeepPheno: Predicting single gene loss-of-function phenotypes using an ontology-aware hierarchical classifier

Maxat Kulmanov; Robert Hoehndorf

doi:10.1371/journal.pcbi.1008453

Loading metrics

Open Access

Peer-reviewed

Research Article

DeepPheno: Predicting single gene loss-of-function phenotypes using an ontology-aware hierarchical classifier

Maxat Kulmanov,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

Affiliation King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia

https://orcid.org/0000-0003-1710-1820

⨯
Robert Hoehndorf

Roles Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

* E-mail: robert.hoehndorf@kaust.edu.sa

Affiliation King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia

https://orcid.org/0000-0001-8149-5890

⨯

DeepPheno: Predicting single gene loss-of-function phenotypes using an ontology-aware hierarchical classifier

Maxat Kulmanov,
Robert Hoehndorf

Published: November 18, 2020
https://doi.org/10.1371/journal.pcbi.1008453

About the Authors

Maxat Kulmanov

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

Affiliation King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia

https://orcid.org/0000-0003-1710-1820

Robert Hoehndorf

Roles Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

* E-mail: robert.hoehndorf@kaust.edu.sa

Affiliation King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia

https://orcid.org/0000-0001-8149-5890

Competing Interests

The authors have declared that no competing interests exist.

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Phenotypes
Is the Subject Area "Phenotypes" applicable to this article?

Thanks for your feedback.
Forecasting
Is the Subject Area "Forecasting" applicable to this article?

Thanks for your feedback.
Neural networks
Is the Subject Area "Neural networks" applicable to this article?

Thanks for your feedback.
Gene prediction
Is the Subject Area "Gene prediction" applicable to this article?

Thanks for your feedback.
Genome-wide association studies
Is the Subject Area "Genome-wide association studies" applicable to this article?

Thanks for your feedback.
Gene expression
Is the Subject Area "Gene expression" applicable to this article?

Thanks for your feedback.
Gene ontologies
Is the Subject Area "Gene ontologies" applicable to this article?

Thanks for your feedback.
Protein interactions
Is the Subject Area "Protein interactions" applicable to this article?

Thanks for your feedback.