CNVDeep: deep association of copy number variants with neurocognitive disorders
Our model effectively identifies regions associated with phenotypic traits using regularized deep learning. Rather than attempting to analyze the whole genome, CNVDeep allows us to focus only on the causative regions of disease.
Authors
- Zahra Rahaie
- Hamid Reza Rabiee (ORCID: https://orcid.org/0000-0002-9835-4493)
- Hamid Alinejad-Rokny (ORCID: https://orcid.org/0000-0002-8999-7702)
Institutions
- Sharif University of Technology (IR)
- UNSW Sydney (AU)
Publication Details
- Journal
- BMC Bioinformatics
- Published
- 2024-08-29
- DOI
- https://doi.org/10.1186/s12859-024-05874-8
- Citations
- 2
- Primary Topic
- Genomic variations and chromosomal abnormalities
- Type
- article
- Field-Weighted Citation Impact
- 1.10
Funders
- National Science Foundation
- University of New South Wales
- Iran National Science Foundation