Glioblastomas are the most common form of malignant primary brain tumor and an important
cause of morbidity and mortality. In recent years there have been important advances in …

Surgical resection represents the standard of care in diffuse glioma, and more extensive
tumour resection appears to be associated with favourable outcome. Up to now, terminology …

PURPOSE The Response Assessment in Neuro-Oncology (RANO) criteria for high-grade
gliomas (RANO-HGG) and low-grade gliomas (RANO-LGG) were developed to improve …

Purpose To evaluate the trustworthiness of saliency maps for abnormality localization in
medical imaging. Materials and Methods Using two large publicly available radiology …

The U-shaped network is one of the end-to-end convolutional neural networks (CNNs). In
electron microscope segmentation of ISBI challenge 2012, the concise architecture and …

Glioma represents a dominant primary intracranial malignancy in the central nervous
system. Artificial intelligence that mainly includes machine learning, and deep learning …

The brain tumor is considered the deadly disease of the century. At present, neuroscience
and artificial intelligence conspire in the timely delineation, detection, and classification of …

Brain imaging is essential to the clinical management of patients with ischemic stroke.
Timely and accessible neuroimaging, however, can be limited in clinical stroke pathways …

Background Missing MRI sequences represent an obstacle in the development and use of
deep learning (DL) models that require multiple inputs. Purpose To determine if synthesizing …

Brain tumor (BT) is one of the brain abnormalities which arises due to various reasons. The
unrecognized and untreated BT will increase the morbidity and mortality rates. The clinical …