A predictive model for distinguishing radiation necrosis from tumour progression after gamma knife radiosurgery based on radiomic features from MR images

Computer-Extracted Texture Features to Distinguish Cerebral Radionecrosis from Recurrent Brain Tumors on Multiparametric MRI: A Feasibility Study

(2016) P. Tiwari et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Uncertainty analysis of quantitative imaging features extracted from contrast-enhanced CT in lung tumors

(2016) Jinzhong Yang et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Radiomic Profiling of Glioblastoma: Identifying an Imaging Predictor of Patient Survival with Improved Performance over Established Clinical and Radiologic Risk Models

(2016) Philipp Kickingereder 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

Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

Differentiating Radiation-Induced Necrosis from Recurrent Brain Tumor Using MR Perfusion and Spectroscopy: A Meta-Analysis

(2016) Ming-Tsung Chuang et al.   PLoS One

Diagnostic Accuracy of PET, SPECT, and Arterial Spin-Labeling in Differentiating Tumor Recurrence from Necrosis in Cerebral Metastasis after Stereotactic Radiosurgery

(2015) G. Lai et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Support vector machine classification of brain metastasis and radiation necrosis based on texture analysis in MRI

(2015) Andrés Larroza et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

ibex: An open infrastructure software platform to facilitate collaborative work in radiomics

(2015) Lifei Zhang et al.   MEDICAL PHYSICS

Automatic classification of prostate cancer Gleason scores from multiparametric magnetic resonance images

(2015) Duc Fehr et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Breast Cancer: Radiogenomic Biomarker Reveals Associations among Dynamic Contrast-enhanced MR Imaging, Long Noncoding RNA, and Metastasis

(2015) Shota Yamamoto et al.   RADIOLOGY

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

(2015) Haruka Itakura et al.   Science Translational Medicine

Prognostic Value and Reproducibility of Pretreatment CT Texture Features in Stage III Non-Small Cell Lung Cancer

(2014) David V. Fried et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Glioblastoma Multiforme: Exploratory Radiogenomic Analysis by Using Quantitative Image Features

(2014) Olivier Gevaert et al.   RADIOLOGY

Statistical normalization techniques for magnetic resonance imaging

(2014) Russell T. Shinohara et al.   NeuroImage-Clinical

Lung texture in serial thoracic CT scans: Registration-based methods to compare anatomically matched regions

(2013) Alexandra R. Cunliffe et al.   MEDICAL PHYSICS

MDCT Necrosis Quantification in the Assessment of Hepatocellular Carcinoma Response to Yttrium 90 Radioembolization Therapy

(2011) Mauricio Stanzione Galizia et al.   ACADEMIC RADIOLOGY

Stereotactic radiosurgery for brain metastases: analysis of outcome and risk of brain radionecrosis

(2011) Giuseppe Minniti et al.   Radiation Oncology

Epidemiology of Brain Metastases

(2011) Lakshmi Nayak et al.   Current Oncology Reports

Clinical Outcomes of Stereotactic Radiosurgery in the Treatment of Patients with Metastatic Brain Tumors

(2011) Ameer L. Elaimy et al.   World Neurosurgery

COMPUTATION OF MINKOWSKI MEASURES ON 2D AND 3D BINARY IMAGES

(2011) David Legland et al.   Image Analysis & Stereology

RUSBoost: A Hybrid Approach to Alleviating Class Imbalance

(2009) Chris Seiffert et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

Differentiation of Recurrent Glioblastoma Multiforme from Radiation Necrosis after External Beam Radiation Therapy with Dynamic Susceptibility-weighted Contrast-enhanced Perfusion MR Imaging

(2009) Ramon F. Barajas et al.   RADIOLOGY