Gareth Shannon

Clustering-Enhanced Multimodal Pre-Training for Histology-Gene Joint Representation Learning

2025

Computational pathology has emerged as a powerful tool for developing prognostic models from histology images. Recent advances in multimodal approaches have demonstrated that integrating whole-slide images (WSIs) with bulk transcriptomics data enhances patient outcome predictions …