Impact of image pre-processing methods on computed tomography radiomics features in chronic obstructive pulmonary disease

Inter‐ and Intra‐software Reproducibility of Computed Tomography Lung Density Measurements

(2020) Miranda Kirby et al.   MEDICAL PHYSICS

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

(2020) Alex Zwanenburg et al.   RADIOLOGY

The stability of imaging biomarkers in radiomics: a framework for evaluation

(2019) Helen Yu Chi Wang et al.   PHYSICS IN MEDICINE AND BIOLOGY

Radiomic Measures from Chest HRCT Associated with Lung Function in Sarcoidosis

(2019) Sarah M. Ryan et al.   EUROPEAN RESPIRATORY JOURNAL

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

Sensitivity of radiomic features to inter-observer variability and image pre-processing in Apparent Diffusion Coefficient (ADC) maps of cervix cancer patients

(2019) Alberto Traverso et al.   RADIOTHERAPY AND ONCOLOGY

An Exploratory Radiomics Approach to Quantifying Pulmonary Function in CT Images

(2019) Kyle J. Lafata et al.   Scientific Reports

Chronic Obstructive Pulmonary Disease: Thoracic CT Texture Analysis and Machine Learning to Predict Pulmonary Ventilation

(2019) Andrew Westcott et al.   RADIOLOGY

Intrinsic dependencies of CT radiomic features on voxel size and number of gray levels

(2017) Muhammad Shafiq-ul-Hassan et al.   MEDICAL PHYSICS

Precision of quantitative computed tomography texture analysis using image filtering

(2017) Koichiro Yasaka et al.   MEDICINE

Harmonizing the pixel size in retrospective computed tomography radiomics studies

(2017) Dennis Mackin et al.   PLoS One

Texture-Based Automated Quantitative Assessment of Regional Patterns on Initial CT in Patients With Idiopathic Pulmonary Fibrosis: Relationship to Decline in Forced Vital Capacity

(2016) Hyo Jung Park et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Robustness of Radiomic Features in [11C]Choline and [18F]FDG PET/CT Imaging of Nasopharyngeal Carcinoma: Impact of Segmentation and Discretization

(2016) Lijun Lu et al.   MOLECULAR IMAGING AND BIOLOGY

Stability of radiomic features in CT perfusion maps

(2016) M Bogowicz et al.   PHYSICS IN MEDICINE AND BIOLOGY

Radiomics-based differentiation of lung disease models generated by polluted air based on X-ray computed tomography data

(2016) Krisztián Szigeti et al.   BMC MEDICAL IMAGING

Early prediction of tumor recurrence based on CT texture changes after stereotactic ablative radiotherapy (SABR) for lung cancer

(2014) Sarah A. Mattonen et al.   MEDICAL PHYSICS

Comparison of spatially matched airways reveals thinner airway walls in COPD. The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study and the Subpopulations and Intermediate Outcomes in COPD Study (SPIROMICS)

(2014) Benjamin M Smith et al.   THORAX

Automated quantification of radiological patterns predicts survival in idiopathic pulmonary fibrosis

(2013) F. Maldonado et al.   EUROPEAN RESPIRATORY JOURNAL

The 2011 revision of the global strategy for the diagnosis, management and prevention of COPD (GOLD) - why and what?

(2012) Jørgen Vestbo et al.   Clinical Respiratory Journal

Canadian Cohort Obstructive Lung Disease (CanCOLD): Fulfilling the Need for Longitudinal Observational Studies in COPD

(2012) Jean Bourbeau et al.   COPD-Journal of Chronic Obstructive Pulmonary Disease

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

Pulmonary Emphysema: Effect of Lung Volume on Objective Quantification at Thin-Section CT

(2010) Afarine Madani et al.   RADIOLOGY

Performance testing of several classifiers for differentiating obstructive lung diseases based on texture analysis at high-resolution computerized tomography (HRCT)

(2008) Youngjoo Lee et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Texture analysis in non-contrast enhanced CT: Impact of malignancy on texture in apparently disease-free areas of the liver

(2008) Balaji Ganeshan et al.   EUROPEAN JOURNAL OF RADIOLOGY

Texture-Based Quantification of Pulmonary Emphysema on High-Resolution Computed Tomography: Comparison With Density-Based Quantification and Correlation With Pulmonary Function Test

(2008) Yang Shin Park et al.   INVESTIGATIVE RADIOLOGY