The landscape of cranial base surgery has undergone monumental transformations over the
past several decades. This article serves as a comprehensive survey, detailing both the …

Mutations in the isocitrate dehydrogenase genes (IDH1/2) occur often in diffuse gliomas,
where they are associated with abnormal accumulation of the oncometabolite 2 …

The INTERPRET project was a multicentre European collaboration, carried out from 2000 to
2002, which developed a decision‐support system (DSS) for helping neuroradiologists with …

Purpose: The aim of this study was to investigate the diagnostic value of machine-learning
models with radiomic features and clinical features in preoperative differentiation of common …

Simple Summary Glioblastoma (GB) is a malignant brain tumour with no cure, even after the
best treatment. The evaluation of a therapy response is usually based on magnetic …

The increasing availability of data sets with a huge amount of information, coded in many diff
erent features, justifi es the research on new methods of knowledge extraction: the great …

Abstract Background Proton Magnetic Resonance (MR) Spectroscopy (MRS) is a widely
available technique for those clinical centres equipped with MR scanners. Unlike the rest of …

Purpose To investigate and compare human judgment and machine learning tools for
quality assessment of clinical MR spectra of brain tumors. Methods A very large set of 2574 …

Non‐invasive monitoring of response to treatment of glioblastoma (GB) is nowadays carried
out using MRI. MRS and MR spectroscopic imaging (MRSI) constitute promising tools for this …

Background In-vivo single voxel proton magnetic resonance spectroscopy (SV 1 H-MRS),
coupled with supervised pattern recognition (PR) methods, has been widely used in clinical …