Author

Imane Boudellioua

King Abdullah University of Science and Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:variant effect prediction· 2 Assay:whole-exome sequencing· 2 Assay:whole-genome sequencing· 2 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Georgios V. GkoutosiD· 2 shared Maxat KulmanoviD· 2 shared Paul N. SchofieldiD· 2 shared Robert HoehndorfiD· 2 shared

Activity by Year

2018-2019 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersBioinformatics

Georgios V. GkoutosORCID

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2 papers

Recent·Most cited

DeepPVP: phenotype-based prioritization of causative variants using deep learning

Imane Boudellioua, Maxat Kulmanov, Paul N. Schofield, Georgios V. Gkoutos, Robert Hoehndorf

DeepPVP prioritizes causative variants using deep learning and phenotype similarity, outperforming existing methods in speed and accuracy.

BMC Bioinformatics · Feb 6, 2019Peer-reviewedBioinformatics

OligoPVP: Phenotype-driven analysis of individual genomic information to prioritize oligogenic disease variants

Imane Boudellioua, Maxat Kulmanov, Paul N. Schofield, Georgios V. Gkoutos, Robert Hoehndorf

OligoPVP identifies oligogenic disease variants by integrating patient phenotypes and gene interactions in whole exome or genome sequences, showing improved performance over existing methods.

Scientific Reports · Sep 26, 2018Peer-reviewedBioinformatics