article Open AccessTop 1% cited
CT-based radiomic signature predicts distant metastasis in lung adenocarcinoma
Radiotherapy and Oncology · 2015 · Vol. 114(3) · pp. 345–350
Thibaud Coroller✉(Dana-Farber Brigham Cancer Center)Patrick Großmann(Harvard University)Ying Hou(Dana-Farber Brigham Cancer Center)Emmanuel Rios Velazquez(Dana-Farber Brigham Cancer Center)Ralph T. H. Leijenaar(Maastro Clinic)Gretchen Hermann(Brigham and Women's Hospital)Philippe Lambin(Maastro Clinic)Benjamin Haibe‐Kains(University Health Network)Raymond H. Mak(Harvard University)Hugo J.W.L. Aerts✉(Maastro Clinic)
Radiomics and Machine Learning in Medical ImagingGastric Cancer Management and OutcomesSarcoma Diagnosis and TreatmentRadiomicsConcordanceMedicineUnivariateImaging biomarkerMultivariate analysisAdenocarcinomaMultivariate statisticsBiomarkerConcordance correlation coefficient
MeSH terms
Adenocarcinoma of LungAdenocarcinomaAdultAgedAged, 80 and overFemaleHumansLung NeoplasmsMaleMiddle AgedNeoplasm MetastasisPrognosisTomography, X-Ray ComputedTumor Burden
Funding
- Health Foundation Limburg
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek
- KWF Kankerbestrijding
- National Institutes of Health
- Stichting voor de Technische Wetenschappen
Citations
701
FWCI
51.14
field-weighted impact
References
44
Percentile
100%
vs. same field & year
Citations per year
Cited by
Artificial intelligence in cancer imaging: Clinical challenges and applications
CA A Cancer Journal for Clinicians · 2019 · 1,785 citations
Intrinsic dependencies of <scp>CT</scp> radiomic features on voxel size and number of gray levels
Medical Physics · 2017 · 571 citations
Machine and deep learning methods for radiomics
Medical Physics · 2020 · 567 citations
Machine Learning methods for Quantitative Radiomic Biomarkers
Scientific Reports · 2015 · 996 citations
Exploratory Study to Identify Radiomics Classifiers for Lung Cancer Histology
Frontiers in Oncology · 2016 · 369 citations
Radiomic Machine-Learning Classifiers for Prognostic Biomarkers of Head and Neck Cancer
Frontiers in Oncology · 2015 · 400 citations
Applications and limitations of radiomics
Physics in Medicine and Biology · 2016 · 1,204 citations
Radiomics: Images Are More than Pictures, They Are Data
Radiology · 2015 · 8,030 citations
References
Evaluating the Yield of Medical Tests
JAMA · 1982 · 3,381 citations
Tumour heterogeneity in non-small cell lung carcinoma assessed by CT texture analysis: a potential marker of survival
European Radiology · 2011 · 510 citations
Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
Nature Communications · 2014 · 5,021 citations
CERR: A computational environment for radiotherapy research
Medical Physics · 2003 · 869 citations
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1995 · 106,483 citations
Radiomics: Extracting more information from medical images using advanced feature analysis
European Journal of Cancer · 2012 · 5,765 citations
Sequential vs Concurrent Chemoradiation for Stage III Non-Small Cell Lung Cancer: Randomized Phase III Trial RTOG 9410
JNCI Journal of the National Cancer Institute · 2011 · 1,222 citations
Bioconductor: open software development for computational biology and bioinformatics
Genome biology · 2004 · 12,477 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.
