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cs.AI2026
bioMoR: Biology-Guided Mixture-of-Recursions for Effective Genomic Learning
Koushik Howlader, Tirtho Roy, Md Tauhidul Islam +1
Transformer models for high-dimensional omics analysis process thousands of genes or pathways, although only a subset requires deep computation. Mixture-of-Recursions (MoR) improve…
cs.AI2024
MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic Report
Samrajya Thapa, Koushik Howlader, Subhankar Bhattacharjee +1
In this paper, we introduce a novel Multi-Modal Contrastive Pre-training Framework that synergistically combines X-rays, electrocardiograms (ECGs), and radiology/cardiology reports…