Emerging applications of artificial intelligence in neuro-oncology

JD Rudie, AM Rauschecker, RN Bryan, C Davatzikos… - Radiology, 2019 - pubs.rsna.org
Due to the exponential growth of computational algorithms, artificial intelligence (AI)
methods are poised to improve the precision of diagnostic and therapeutic methods in …

[HTML][HTML] Diagnostic accuracy of magnetic resonance imaging techniques for treatment response evaluation in patients with high-grade glioma, a systematic review and …

BRJ van Dijken, PJ van Laar, GA Holtman… - European …, 2017 - Springer
Objective Treatment response assessment in high-grade gliomas uses contrast enhanced
T1-weighted MRI, but is unreliable. Novel advanced MRI techniques have been studied, but …

MR perfusion-weighted imaging in the evaluation of high-grade gliomas after treatment: a systematic review and meta-analysis

P Patel, H Baradaran, D Delgado, G Askin… - Neuro …, 2017 - academic.oup.com
Background. Distinction between tumor and treatment related changes is crucial for clinical
management of patients with high-grade gliomas. Our purpose was to evaluate whether …

[HTML][HTML] Advanced imaging techniques for neuro-oncologic tumor diagnosis, with an emphasis on PET-MRI imaging of malignant brain tumors

WB Overcast, KM Davis, CY Ho, GD Hutchins… - Current Oncology …, 2021 - Springer
Abstract Purpose of Review This review will explore the latest in advanced imaging
techniques, with a focus on the complementary nature of multiparametric, multimodality …

Imaging glioblastoma posttreatment: progression, pseudoprogression, pseudoresponse, radiation necrosis

SB Strauss, A Meng, EJ Ebani… - Neuroimaging …, 2021 - neuroimaging.theclinics.com
Eighty percent of all malignant primary brain tumors diagnosed in the United States are
gliomas. 1 The current treatment paradigm for high-grade gliomas (grades III and IV) …

ASFNR recommendations for clinical performance of MR dynamic susceptibility contrast perfusion imaging of the brain

K Welker, J Boxerman, A Kalnin… - American Journal …, 2015 - Am Soc Neuroradiology
MR perfusion imaging is becoming an increasingly common means of evaluating a variety of
cerebral pathologies, including tumors and ischemia. In particular, there has been great …

[HTML][HTML] High-grade glioma treatment response monitoring biomarkers: a position statement on the evidence supporting the use of advanced MRI techniques in the …

OM Henriksen, M del Mar Álvarez-Torres… - Frontiers in …, 2022 - frontiersin.org
Objective Summarize evidence for use of advanced MRI techniques as monitoring
biomarkers in the clinic, and highlight the latest bench-to-bedside developments. Methods …

Response assessment in neuro-oncology criteria for gliomas: practical approach using conventional and advanced techniques

DJ Leao, PG Craig, LF Godoy… - American journal of …, 2020 - Am Soc Neuroradiology
The Response Assessment in Neuro-Oncology criteria were developed as an objective tool
for radiologic assessment of treatment response in high-grade gliomas. Imaging plays a …

[HTML][HTML] Incidence of tumour progression and pseudoprogression in high-grade gliomas: a systematic review and meta-analysis

AW Abbasi, HE Westerlaan, GA Holtman… - Clinical …, 2018 - Springer
Background High-grade gliomas are the most common primary brain tumours.
Pseudoprogression describes the false appearance of radiation-induced progression on …

Diffusion and perfusion MRI to differentiate treatment-related changes including pseudoprogression from recurrent tumors in high-grade gliomas with histopathologic …

AJ Prager, N Martinez, K Beal… - American Journal …, 2015 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Treatment-related changes and recurrent tumors often
have overlapping features on conventional MR imaging. The purpose of this study was to …