Classification of the glioma grading using radiomics analysis

Radiogenomic analysis of hypoxia pathway is predictive of overall survival in Glioblastoma

(2018) Niha Beig et al.   Scientific Reports

Tumor radiomic heterogeneity: Multiparametric functional imaging to characterize variability and predict response following cervical cancer radiation therapy

(2017) Stephen R. Bowen et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features

(2017) Spyridon Bakas et al.   Scientific Data

Deep Learning based Radiomics (DLR) and its usage in noninvasive IDH1 prediction for low grade glioma

(2017) Zeju Li et al.   Scientific Reports

A Deep Learning-Based Radiomics Model for Prediction of Survival in Glioblastoma Multiforme

(2017) Jiangwei Lao et al.   Scientific Reports

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

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

Large-scale Radiomic Profiling of Recurrent Glioblastoma Identifies an Imaging Predictor for Stratifying Anti-Angiogenic Treatment Response

(2016) P. Kickingereder et al.   CLINICAL CANCER RESEARCH

Radiomic features from the peritumoral brain parenchyma on treatment-naïve multi-parametric MR imaging predict long versus short-term survival in glioblastoma multiforme: Preliminary findings

(2016) Prateek Prasanna et al.   EUROPEAN RADIOLOGY

Identifying spatial imaging biomarkers of glioblastoma multiforme for survival group prediction

(2016) Mu Zhou et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Applications and limitations of radiomics

(2016) Stephen S F Yip et al.   PHYSICS IN MEDICINE AND BIOLOGY

Prognostic Imaging Biomarkers in Glioblastoma: Development and Independent Validation on the Basis of Multiregion and Quantitative Analysis of MR Images

(2016) Yi Cui et al.   RADIOLOGY

MR Imaging Radiomics Signatures for Predicting the Risk of Breast Cancer Recurrence as Given by Research Versions of MammaPrint, Oncotype DX, and PAM50 Gene Assays

(2016) Hui Li et al.   RADIOLOGY

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

(2016) Geert Litjens et al.   Scientific Reports

Texture Feature Ratios from Relative CBV Maps of Perfusion MRI Are Associated with Patient Survival in Glioblastoma

(2015) J. Lee et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Biological and Therapeutic Impact of Intratumor Heterogeneity in Cancer Evolution

(2015) Nicholas McGranahan et al.   CANCER CELL

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep learning

(2015) Yann LeCun et al.   NATURE

Differentiation of high-grade and low-grade diffuse gliomas by intravoxel incoherent motion MR imaging

(2015) Osamu Togao et al.   NEURO-ONCOLOGY

Somatic mutations associated with MRI-derived volumetric features in glioblastoma

(2015) David A. Gutman et al.   NEURORADIOLOGY

Magnetic resonance image features identify glioblastoma phenotypic subtypes with distinct molecular pathway activities

(2015) Haruka Itakura et al.   Science Translational Medicine

Quantitative Computed Tomographic Descriptors Associate Tumor Shape Complexity and Intratumor Heterogeneity with Prognosis in Lung Adenocarcinoma

(2015) Olya Grove et al.   PLoS One

Glioma: Application of Whole-Tumor Texture Analysis of Diffusion-Weighted Imaging for the Evaluation of Tumor Heterogeneity

(2014) Young Jin Ryu et al.   PLoS One

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

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

The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository

(2013) Kenneth Clark et al.   JOURNAL OF DIGITAL IMAGING

Non–Small Cell Lung Cancer: Histopathologic Correlates for Texture Parameters at CT

(2012) Balaji Ganeshan et al.   RADIOLOGY

Intratumor Heterogeneity Characterized by Textural Features on Baseline 18F-FDG PET Images Predicts Response to Concomitant Radiochemotherapy in Esophageal Cancer

(2011) F. Tixier et al.   JOURNAL OF NUCLEAR MEDICINE

Joint NCCTG and NABTC prognostic factors analysis for high-grade recurrent glioma

(2011) W. Wu et al.   NEURO-ONCOLOGY

The SRI24 multichannel atlas of normal adult human brain structure

(2009) Torsten Rohlfing et al.   HUMAN BRAIN MAPPING