Ibrahim Zaghloul Abdelbaky|Publications

Benha University

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Dr. Ibrahim Zaghloul Abdelbaky :: Publications:

Research Fields

Bioinformatics

Deep Learning in Medecine

Machine Learning

Computer-Aided Drug Design

Number of publications is 11

Title

1-Unveiling NLR pathway signatures: EP300 and CPN60 markers integrated with clinical data and machine learning for precision NASH diagnosis

2-Machine learning classification approaches for prediction of effective diabetes drugs

3-Hybrid transformer-CNN model for accurate prediction of peptide hemolytic potential

4-Machine learning based identification potential feature genes for prediction of drug efficacy in nonalcoholic steatohepatitis animal model

5-Enhanced prediction of hemolytic activity in antimicrobial peptides using deep learning-based sequence analysis

6-Recent omics-based computational methods for COVID-19 drug discovery and repurposing

Abstract' | Full paper

7-Prediction of kinase inhibitors binding modes with machine learning and reduced descriptor sets

8-A Report on Multi-Target Anti-Inflammatory Properties of Phytoconstituents from Monochoria hastata (Family: Pontederiaceae)

9-Identification of miRNA-Small Molecule Associations by Continuous Feature Representation Using Auto-Encoders

10-Applying Machine Learning Techniques for Classifying Cyclin-Dependent Kinase Inhibitors

11-Potential mechanistic profiling of an OTC analgesic as a cytotoxic agent in the treatment of hepatocellular carcinoma

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