Adult gliomas are aggressive brain tumours associated with low patient survival rates and
limited life expectancy. The most important hallmark of this type of tumour is its invasive …

Glioblastoma is the most common primary brain tumor and has a dismal prognosis. The
development of central necrosis represents a tipping point in the evolution of these tumors …

Abstract Convolutional Neural Networks (CNN) are state-of-the-art models for many image
classification tasks. However, to recognize cancer subtypes automatically, training a CNN on …

The Cancer Genome Atlas (TCGA) project has generated gene expression data that divides
glioblastoma (GBM) into four transcriptional classes: proneural, neural, classical, and …

Glioblastoma multiforme contains a subpopulation of cancer stem–like cells (CSC) believed
to underlie tumorigenesis and therapeutic resistance. Recent studies have localized CSCs …

Diffusely infiltrating gliomas are the most common primary brain tumors and include
astrocytomas, oligodendrogliomas, and oligoastrocytomas of grades II and III and …

Glioma is characterized by high mortality and low postoperative survival. Despite the
availability of various therapeutic approaches and molecular typing, the treatment failure …

Pathologic review of tumor morphology in histologic sections is the traditional method for
cancer classification and grading, yet human review has limitations that can result in low …

The diffuse gliomas are primary central nervous system tumors that arise most frequently in
the cerebral hemispheres of adults. They are currently classified as astrocytomas …

Gliomas are a large and diverse group of primary brain tumors that include those that are
diffusely infiltrative and others that are well-circumscribed and low grade. Diffuse gliomas …