Comorbidity-Guided Text Mining and Omics Pipeline to Identify Candidate Genes and Drugs for Alzheimer's Disease

IR Oviya, D Sankar, S Manoharan, A Prabahar, K Raja - Genes, 2024 - mdpi.com
Alzheimer's disease (AD), a multifactorial neurodegenerative disorder, is prevalent among
the elderly population. It is a complex trait with mutations in multiple genes. Although the US …

Divergent Approaches to Antimicrobial Peptide Classification: A Comparative Evaluation of AI Techniques

S Rajagopal, S Doss - 2024 7th International Conference on …, 2024 - ieeexplore.ieee.org
Given the global rise in antibiotic resistance, antimicrobial peptides (AMPs) provide a viable
substitute for traditional antibiotics. Through a comparison of transformer-based, deep …

Enhancing Abstractive Text Summarization with Proximal Policy Optimization

KL Reddy, MP Shanmukh, A Kumar… - … on Advances in …, 2024 - ieeexplore.ieee.org
In the realm of Natural Language Processing (NLP), Abstract Text Summarization (ATS)
holds a crucial position, involving the transformation of lengthy textual content into concise …

Identifying repurposed drugs with moderate anti-influenza virus activity through computational prioritization of drug-target pairs

B Taye, R Thuenauer, RJ Sugrue, S Maurer-Stroh… - bioRxiv, 2023 - biorxiv.org
Influenza A virus (IAV) causes up to five million cases of severe illness and half a million
deaths worldwide each year. While there are a few clinically approved drugs for treating IAV …