Magnetic resonance radiomics features and prognosticators in different molecular subtypes of pediatric Medulloblastoma

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

(2020) Alex Zwanenburg et al.   RADIOLOGY

Molecular-Clinical Correlation in Pediatric Medulloblastoma: A Cohort Series Study of 52 Cases in Taiwan

(2020) Kuo-Sheng Wu et al.   Cancers

Machine Learning-Based Radiomics for Molecular Subtyping of Gliomas

(2018) Chia-Feng Lu et al.   CLINICAL CANCER RESEARCH

MR Imaging–Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma

(2018) M. Iv et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines

(2017) Gaël Varoquaux et al.   NEUROIMAGE

Simulation-based sensitivity analysis for non-ignorably missing data

(2017) Peng Yin et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary

(2016) David N. Louis et al.   ACTA NEUROPATHOLOGICA

Prognostic value of medulloblastoma extent of resection after accounting for molecular subgroup: a retrospective integrated clinical and molecular analysis

(2016) Eric M Thompson et al.   LANCET ONCOLOGY

Near-optimal probabilistic RNA-seq quantification

(2016) Nicolas L Bray et al.   NATURE BIOTECHNOLOGY

Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

Vismodegib Exerts Targeted Efficacy Against Recurrent Sonic Hedgehog–Subgroup Medulloblastoma: Results From Phase II Pediatric Brain Tumor Consortium Studies PBTC-025B and PBTC-032

(2015) Giles W. Robinson et al.   JOURNAL OF CLINICAL ONCOLOGY

Evaluation of tumor-derived MRI-texture features for discrimination of molecular subtypes and prediction of 12-month survival status in glioblastoma

(2015) Dalu Yang et al.   MEDICAL PHYSICS

Subgroup-specific localization of human medulloblastoma based on pre-operative MRI

(2014) Annika K. Wefers et al.   ACTA NEUROPATHOLOGICA

MRI Surrogates for Molecular Subgroups of Medulloblastoma

(2014) S. Perreault et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Genome Sequencing of SHH Medulloblastoma Predicts Genotype-Related Response to Smoothened Inhibition

(2014) Marcel Kool et al.   CANCER CELL

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

(2014) Hugo J. W. L. Aerts et al.   Nature Communications

Medulloblastoma Down Under 2013: a report from the third annual meeting of the International Medulloblastoma Working Group

(2013) Nicholas G. Gottardo et al.   ACTA NEUROPATHOLOGICA

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Sonic hedgehog-associated medulloblastoma arising from the cochlear nuclei of the brainstem

(2012) Daniel Grammel et al.   ACTA NEUROPATHOLOGICA

Molecular subgroups of medulloblastoma: an international meta-analysis of transcriptome, genetic aberrations, and clinical data of WNT, SHH, Group 3, and Group 4 medulloblastomas

(2012) Marcel Kool et al.   ACTA NEUROPATHOLOGICA

Assessment of tumor heterogeneity by CT texture analysis: Can the largest cross-sectional area be used as an alternative to whole tumor analysis?

(2012) Francesca Ng et al.   EUROPEAN JOURNAL OF RADIOLOGY

Radiomics: the process and the challenges

(2012) Virendra Kumar et al.   MAGNETIC RESONANCE IMAGING

Subgroup-specific structural variation across 1,000 medulloblastoma genomes

(2012) Paul A. Northcott et al.   NATURE

Rapid, reliable, and reproducible molecular sub-grouping of clinical medulloblastoma samples

(2011) Paul A. Northcott et al.   ACTA NEUROPATHOLOGICA

Molecular subgroups of medulloblastoma: the current consensus

(2011) Michael D. Taylor et al.   ACTA NEUROPATHOLOGICA

Tumour heterogeneity in oesophageal cancer assessed by CT texture analysis: Preliminary evidence of an association with tumour metabolism, stage, and survival

(2011) B. Ganeshan et al.   CLINICAL RADIOLOGY

Childhood medulloblastoma: novel approaches to the classification of a heterogeneous disease

(2010) David W. Ellison   ACTA NEUROPATHOLOGICA

A flexible R package for nonnegative matrix factorization

(2010) Renaud Gaujoux et al.   BMC BIOINFORMATICS

Medulloblastoma Comprises Four Distinct Molecular Variants

(2010) Paul A. Northcott et al.   JOURNAL OF CLINICAL ONCOLOGY

Subtypes of medulloblastoma have distinct developmental origins

(2010) Paul Gibson et al.   NATURE

Identification of noninvasive imaging surrogates for brain tumor gene-expression modules

(2008) Maximilian Diehn et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Relationship between Gene Expression and Enhancement in Glioblastoma Multiforme: Exploratory DNA Microarray Analysis

(2008) Whitney B. Pope et al.   RADIOLOGY