Explainable Multi-Modal Deep Learning for Early-Stage Pan-Cancer Detection and Survival Prognostication: Empirical Benchmarking of Gigapixel Whole-Slide Histopathology and Genomic Biomarkers Across Multi-Center Clinical Cohorts
Early and accurate cancer diagnosis combined with robust survival risk prognostication remains the paramount determinant of therapeutic success in precision oncology. While routine clinical workflows evaluate hematoxylin and eosin (H&E) stained gigapixel Whole Slide Images (WSI) for morphological staging and transcript...