Variational Approaches for Drug-Disease-Gene Links in Periodontal Inflammation
This study highlights the potential of VAEs and QVCs in predicting gene-drug associations for periodontal inflammation. This could lead to more targeted therapies for oral diseases like periodontitis, improving patient outcomes and advancing personalized treatment strategies in clinical practice.
Authors
- Musab Hamed Saeed (ORCID: https://orcid.org/0000-0002-3564-184X)
- Carlos M. Ardila (ORCID: https://orcid.org/0000-0002-3663-1416)
- Prabhu Manickam Natarajan (ORCID: https://orcid.org/0000-0002-4780-0465)
- Pradeep Kumar Yadalam (ORCID: https://orcid.org/0000-0002-6653-4123)
Institutions
- Ajman University (AE)
- Universidad de Antioquia (CO)
- Saveetha University (IN)
Publication Details
- Journal
- International Dental Journal
- Published
- 2024-10-11
- DOI
- https://doi.org/10.1016/j.identj.2024.09.025
- Citations
- 4
- Primary Topic
- Genomics and Rare Diseases
- Type
- article
- Field-Weighted Citation Impact
- 2.20
Funders
- Ajman University