Digital profiling of cancer transcriptomes from histology images with grouped vision attention
Yuanning Zheng, Marija Pizurica, Francisco Carrillo‐Pérez, Humaira Noor, Wei Yao, Christian Wohlfart, Kathleen Marchal D, Antoaneta Vladimirova, Olivier Gevaert
This paper introduces SEQUOIA, a transformer model that predicts cancer transcriptomes from histology images, achieving high accuracy in predicting gene expression and recurrence risk in breast cancer.
bioRxiv · Sep 28, 2023 · PreprintBioinformatics