Impact of image pre-processing methods on computed tomography radiomics features in chronic obstructive pulmonary disease
出版年份 2021 全文链接
标题
Impact of image pre-processing methods on computed tomography radiomics features in chronic obstructive pulmonary disease
作者
关键词
-
出版物
PHYSICS IN MEDICINE AND BIOLOGY
Volume 66, Issue 24, Pages 245015
出版商
IOP Publishing
发表日期
2021-12-01
DOI
10.1088/1361-6560/ac3eac
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- 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
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started