Impact of image preprocessing methods on reproducibility of radiomic features in multimodal magnetic resonance imaging in glioblastoma

Combining Multiple Magnetic Resonance Imaging Sequences Provides Independent Reproducible Radiomics Features

(2019) A. Lecler et al.   Scientific Reports

Assessing robustness of radiomic features by image perturbation

(2019) Alex Zwanenburg et al.   Scientific Reports

A radiomics nomogram based on multiparametric MRI might stratify glioblastoma patients according to survival

(2019) Xi Zhang et al.   EUROPEAN RADIOLOGY

Impact of image preprocessing on the scanner dependence of multi-parametric MRI radiomic features and covariate shift in multi-institutional glioblastoma datasets

(2019) Hyemin Um et al.   PHYSICS IN MEDICINE AND BIOLOGY

Repeatability and reproducibility of MRI-based radiomic features in cervical cancer

(2019) Sandra Fiset et al.   RADIOTHERAPY AND ONCOLOGY

Radiomic MRI Phenotyping of Glioblastoma: Improving Survival Prediction

(2018) Sohi Bae et al.   RADIOLOGY

Robustness and Reproducibility of Radiomics in Magnetic Resonance Imaging

(2018) Bettina Baeßler et al.   INVESTIGATIVE RADIOLOGY

Quantitative variations in texture analysis features dependent on MRI scanning parameters: A phantom model

(2018) Karen Buch et al.   Journal of Applied Clinical Medical Physics

The effect of motion correction interpolation on quantitative T1 mapping with MRI

(2018) Amitay Nachmani et al.   MEDICAL IMAGE ANALYSIS

Attractive-and-repulsive center-symmetric local binary patterns for texture classification

(2018) Y. El merabet et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

On the impact of smoothing and noise on robustness of CT and CBCT radiomics features for patients with head and neck cancers

(2017) Hassan Bagher-Ebadian et al.   MEDICAL PHYSICS

Radiomics: the bridge between medical imaging and personalized medicine

(2017) Philippe Lambin et al.   Nature Reviews Clinical Oncology

Current Clinical Brain Tumor Imaging

(2017) Javier E. Villanueva-Meyer et al.   NEUROSURGERY

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

(2017) Spyridon Bakas et al.   Scientific Data

Relationship between necrotic patterns in glioblastoma and patient survival: fractal dimension and lacunarity analyses using magnetic resonance imaging

(2017) Shuai Liu et al.   Scientific Reports

Applications and limitations of radiomics

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

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

Histogram-based normalization technique on human brain magnetic resonance images from different acquisitions

(2015) Xiaofei Sun et al.   Biomedical Engineering Online

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

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

Methods on Skull Stripping of MRI Head Scan Images—a Review

(2015) P. Kalavathi et al.   JOURNAL OF DIGITAL IMAGING

Imaging patterns predict patient survival and molecular subtype in glioblastoma via machine learning techniques

(2015) Luke Macyszyn et al.   NEURO-ONCOLOGY

Test–Retest Reproducibility Analysis of Lung CT Image Features

(2014) Yoganand Balagurunathan et al.   JOURNAL OF DIGITAL IMAGING

Molecular and cellular heterogeneity: the hallmark of glioblastoma

(2014) Diane J. Aum et al.   Neurosurgical Focus

Advanced Statistical Matrices for Texture Characterization: Application to Cell Classification

(2013) Guillaume Thibault et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

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

A Generalized Laplacian of Gaussian Filter for Blob Detection and Its Applications

(2013) Hui Kong et al.   IEEE Transactions on Cybernetics

Radiomics: Extracting more information from medical images using advanced feature analysis

(2012) Philippe Lambin et al.   EUROPEAN JOURNAL OF CANCER

On Removing Interpolation and Resampling Artifacts in Rigid Image Registration

(2012) I. Aganj et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The SRI24 multichannel atlas of normal adult human brain structure

(2009) Torsten Rohlfing et al.   HUMAN BRAIN MAPPING

MRI denoising using Non-Local Means

(2008) J MANJON et al.   MEDICAL IMAGE ANALYSIS