Machine learning techniques based on neural networks are achieving remarkable results in
a wide variety of domains. Often, the training of models requires large, representative …

We describe the landscape of genomic alterations in cutaneous melanomas through DNA,
RNA, and protein-based analysis of 333 primary and/or metastatic melanomas from 331 …

There is substantial heterogeneity among primary prostate cancers, evident in the spectrum
of molecular abnormalities and its variable clinical course. As part of The Cancer Genome …

Papillary thyroid carcinoma (PTC) is the most common type of thyroid cancer. Here, we
describe the genomic landscape of 496 PTCs. We observed a low frequency of somatic …

Recent genomic analyses of pathologically defined tumor types identify "within-a-tissue"
disease subtypes. However, the extent to which genomic signatures are shared across tissues …

Medulloblastoma, the most common malignant paediatric brain tumour, is currently treated
with nonspecific cytotoxic therapies including surgery, whole-brain radiation, and aggressive …

Adenocarcinoma of the lung is the leading cause of cancer death worldwide. Here we
report molecular profiling of 230 resected lung adenocarcinomas using messenger RNA, …

We describe the landscape of somatic genomic alterations of 66 chromophobe renal cell
carcinomas (ChRCCs) on the basis of multidimensional and comprehensive characterization, …

We performed integrated genomic, transcriptomic, and proteomic profiling of 150 pancreatic
ductal adenocarcinoma (PDAC) specimens, including samples with characteristic low …

The comprehensive multiplatform genomics data generated by The Cancer Genome Atlas (TCGA)
Research Network is an enabling resource for cancer research. It includes an …