BackgroundHead and neck squamous cell carcinoma (HNSCC) is still a menace to public wellbeing globally.However, the underlying molecular events influencing the carcinogenesis and prognosis of HNSCC are poorly known.MethodsGene expression profiles of The Cancer Genome Atlas (TCGA) HNSCC dataset and GSE37991 were downloaded from the TCGA database and
Large-scale data presents great challenges to data analysis CINNAMON due to the limited computer storage capacity and the heterogeneous data structure.In this article, we propose a distributed expectile regression model to resolve the challenges of large-scale data by designing a surrogate loss function and using the Iterative Local Alternating Dir
Glioma is the most refractory intracranial tumor, and Rulers its diffuse infiltrative growth characteristics make total resection impossible in a biological sense, especially when tumors invade eloquent brain areas.Thus, identifying the equilibrium between tumor resection and functional preservation remains a challenge in glioma surgery.The accurat