Digital profiling of gene expression from histology images with linearized attention
Abstract Cancer is a heterogeneous disease requiring costly genetic profiling for better understanding and management. Recent advances in deep learning…
Kathleen Marchal
Retrospective evaluation of whole exome and genome mutation calls in 746 cancer samples
Abstract The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) curated consensus somatic mutation calls using whole exome…
Comprehensive molecular characterization of mitochondrial genomes in human cancers
Abstract Mitochondria are essential cellular organelles that play critical roles in cancer. Here, as part of the International Cancer Genome…
Divergent mutational processes distinguish hypoxic and normoxic tumours
Abstract Many primary tumours have low levels of molecular oxygen (hypoxia), and hypoxic tumours respond poorly to therapy. Pan-cancer molecular…