Imaging diagnosis and treatment selection for brain tumors in the era of molecular therapeutics

S Vagvala, JP Guenette, C Jaimes, RY Huang - Cancer Imaging, 2022 - Springer
Currently, most CNS tumors require tissue sampling to discern their molecular/genomic
landscape. However, growing research has shown the powerful role imaging can play in …

Radiomics and radiogenomics in pediatric neuro-oncology: a review

R Madhogarhia, D Haldar, S Bagheri… - Neuro-Oncology …, 2022 - academic.oup.com
The current era of advanced computing has allowed for the development and
implementation of the field of radiomics. In pediatric neuro-oncology, radiomics has been …

[HTML][HTML] The future of artificial intelligence in neurosurgery: a narrative review

J Iqbal, K Jahangir, Y Mashkoor, N Sultana… - Surgical neurology …, 2022 - ncbi.nlm.nih.gov
Background: Artificial intelligence (AI) and machine learning (ML) algorithms are on the
tremendous rise for being incorporated into the field of neurosurgery. AI and ML algorithms …

The role of artificial intelligence in paediatric neuroradiology

C Pringle, JP Kilday, I Kamaly-Asl, SM Stivaros - Pediatric radiology, 2022 - Springer
Imaging plays a fundamental role in the managing childhood neurologic, neurosurgical and
neuro-oncological disease. Employing multi-parametric MRI techniques, such as …

Machine-learning approach to predict molecular subgroups of medulloblastoma using multiparametric MRI-based tumor radiomics

AC Saju, A Chatterjee, A Sahu, T Gupta… - The British journal of …, 2022 - academic.oup.com
Objective: Image-based prediction of molecular subgroups of Medulloblastoma (MB) has the
potential to optimize and personalize therapy. The objective of the study is to distinguish …

Magnetic resonance imaging in the contemporary management of medulloblastoma: current and emerging applications

A Dasgupta, M Maitre, S Pungavkar, T Gupta - … : Methods and Protocols, 2022 - Springer
Medulloblastoma, the most common malignant primary brain tumor in children, is now
considered to comprise of four distinct molecular subgroups—wingless (WNT), sonic …

Multidisciplinary management of medulloblastoma: consensus, challenges, and controversies

A Chatterjee, M Maitre, A Dasgupta, E Sridhar… - … : Methods and Protocols, 2022 - Springer
Medulloblastoma is a highly aggressive “small round blue cell tumor” of the posterior fossa
predominantly seen in children. Historically aggressive multimodality regimens have …

Prognostic impact of semantic MRI features on survival outcomes in molecularly subtyped medulloblastoma

A Dasgupta, T Gupta, M Maitre, B Kalra… - Strahlentherapie und …, 2022 - Springer
Purpose Imaging features are known to reflect inherent disease biology in various cancers
including brain tumors. We report on the prognostic impact of magnetic resonance imaging …

Radiogenomics for Pediatric Medulloblastoma to Predict Tumor Subtypes and Guide Therapy

N Chaudhary, RJ Bapuraj - Radiology, 2022 - pubs.rsna.org
Neeraj Chaudhary is a surgeon scientist and a professor of neurointerventional radiology
and neuroimaging at Michigan Medicine. He has authored more than 200 academic …

SURG-02. The site of origin of medulloblastoma: Does the neurosurgical perspective support the current concept from molecular data?

O Ciobanu-Caraus, A Cho, G Kasprian, A Peyrl… - Neuro …, 2022 - ncbi.nlm.nih.gov
BACKGROUND: Medulloblastoma (MB) are the most common malignant brain tumor in
childhood. Developmental gene expression data supported by neuroradiological studies …