Non-invasive classification of non-small cell lung cancer: a comparison between random forest models utilising radiomic and semantic features
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Non-invasive classification of non-small cell lung cancer: a comparison between random forest models utilising radiomic and semantic features
Authors
Keywords
-
Journal
BRITISH JOURNAL OF RADIOLOGY
Volume 92, Issue 1099, Pages 20190159
Publisher
British Institute of Radiology
Online
2019-06-06
DOI
10.1259/bjr.20190159
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Radiomic signature as a diagnostic factor for histologic subtype classification of non-small cell lung cancer
- (2018) Xinzhong Zhu et al. EUROPEAN RADIOLOGY
- Tracking tumor biology with radiomics: A systematic review utilizing a radiomics quality score
- (2018) Sebastian Sanduleanu et al. RADIOTHERAPY AND ONCOLOGY
- Imaging Heterogeneity in Lung Cancer: Techniques, Applications, and Challenges
- (2016) Usman Bashir et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- High-resolution CT findings of primary lung cancer with cavitation: a comparison between adenocarcinoma and squamous cell carcinoma
- (2016) Y. Kunihiro et al. CLINICAL RADIOLOGY
- Preoperative CT Predicting Recurrence of Surgically Resected Adenocarcinoma of the Lung
- (2016) Hyun Jung Koo et al. MEDICINE
- Pleural Tags on CT Scans to Predict Visceral Pleural Invasion of Non–Small Cell Lung Cancer That Does Not Abut the Pleura
- (2016) Jui-Sheng Hsu et al. RADIOLOGY
- Lung Adenocarcinoma: Correlation of Quantitative CT Findings with Pathologic Findings
- (2016) Jane P. Ko et al. RADIOLOGY
- Radiomics: Images Are More than Pictures, They Are Data
- (2016) Robert J. Gillies et al. RADIOLOGY
- False Discovery Rates in PET and CT Studies with Texture Features: A Systematic Review
- (2015) Anastasia Chalkidou et al. PLoS One
- Novel image markers for non-small cell lung cancer classification and survival prediction
- (2014) Hongyuan Wang et al. BMC BIOINFORMATICS
- Morphological computed tomography features of surgically resectable pulmonary squamous cell carcinomas: Impact on prognosis and comparison with adenocarcinomas
- (2014) Marcel Koenigkam Santos et al. EUROPEAN JOURNAL OF RADIOLOGY
- High resolution CT in differentiating minimally invasive component in early lung adenocarcinoma
- (2014) Yu Zhang et al. LUNG CANCER
- Thin-section CT findings in peripheral lung cancer of 3 cm or smaller: are there any characteristic features for predicting tumor histology or do they depend only on tumor size?
- (2013) Binghu Jiang et al. ACTA RADIOLOGICA
- Persistent Pure Ground-Glass Opacity Lung Nodules ≥ 10 mm in Diameter at CT Scan
- (2013) Hyun-ju Lim et al. CHEST
- The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository
- (2013) Kenneth Clark et al. JOURNAL OF DIGITAL IMAGING
- Invasive Pulmonary Adenocarcinomas versus Preinvasive Lesions Appearing as Ground-Glass Nodules: Differentiation by Using CT Features
- (2013) Sang Min Lee et al. RADIOLOGY
- Diagnosis of Lung Adenocarcinoma in Resected Specimens: Implications of the 2011 International Association for the Study of Lung Cancer/American Thoracic Society/European Respiratory Society Classification
- (2012) William D. Travis et al. ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE
- Non–Small Cell Lung Cancer: Identifying Prognostic Imaging Biomarkers by Leveraging Public Gene Expression Microarray Data—Methods and Preliminary Results
- (2012) Olivier Gevaert et al. RADIOLOGY
- The Impact of Additional Prognostic Factors on Survival and their Relationship with the Anatomical Extent of Disease Expressed by the 6th Edition of the TNM Classification of Malignant Tumors and the Proposals for the 7th Edition
- (2010) Jean-Paul Sculier et al. Journal of Thoracic Oncology
- Prediction of Recurrence-Free Survival in Postoperative Non-Small Cell Lung Cancer Patients by Using an Integrated Model of Clinical Information and Gene Expression
- (2008) E.-S. Lee et al. CLINICAL CANCER RESEARCH
- Performance Evaluation of 4 Measuring Methods of Ground-Glass Opacities for Predicting the 5-Year Relapse-Free Survival of Patients With Peripheral Nonsmall Cell Lung Cancer
- (2008) Ryutaro Kakinuma et al. JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY
- Fleischner Society: Glossary of Terms for Thoracic Imaging
- (2008) David M. Hansell et al. RADIOLOGY
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More