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cs.LG2026
Drug-Target Interaction Prediction via Hierarchical Sequential Cross-Attention over Chemical and Protein Language Models
Khadidja Henni, Hamza Abdelali, Abdelkrim Aries +4
Predicting Drug-Target Interactions~(DTIs) is a central task in computational drug discovery, with direct applications in virtual screening, drug repurposing, and therapeutic candi…
cs.LG2026
BERT4DTI : BERT-based Model for Predicting Drug-Protein Interactions
Thanina Hamitouch, Khadidja Henni, Abdelkrim Arie +3
Understanding how drugs interact with protein targets is fundamental to drug discovery, drug repurposing and the early identification of promising therapeutic candidates before cos…
cs.LG2026
DiffEEG: A Self-Supervised Denoising Diffusion Model for Learning EEG seizure-related Representations
Abdulkader Helwan, Lina Abou-Abbas, Hussein El Amouri +2
Deep learning for EEG-based seizure detection faces critical challenges: severe annotation scarcity and extreme class imbalance, where ictal events comprise less than 10\% of clini…