Variational Approaches for Drug-Disease-Gene Links in Periodontal Inflammation

Variational Approaches for Drug-Disease-Gene Links in Periodontal Inflammation

Introduction and Objectives: Oral diseases, including gingivitis and periodontitis, are linked to the Wnt signaling pathway, vital for bone metabolism, cementum homeostasis, and mesenchymal stem cell differentiation. Advances in generative AI techniques, such as variational autoencoders (VAEs) and q...

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Bibliographic Details
Main Authors: Pradeep Kumar Yadalam, Prabhu Manickam Natarajan, Musab Hamed Saeed, Carlos M. Ardila
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:International Dental Journal
Subjects:
periodontitis
Wnt Signaling Pathway
machine learning
quantum computing
Gene-Drug Interaction
Online Access:http://www.sciencedirect.com/science/article/pii/S0020653924015375
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