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Tumour heterogeneity in non-small cell lung carcinoma assessed by CT texture analysis: a potential marker of survival

European Radiology · 2011 · Vol. 22(4) · pp. 796–802

Balaji Ganeshan✉(Brighton and Sussex Medical School)E. Panayiotou(University Hospitals Sussex NHS Foundation Trust)Kate Burnand(University Hospitals Sussex NHS Foundation Trust)Sabina Dizdarevic(Royal Sussex County Hospital)Kenneth A. Miles(Brighton and Sussex Medical School)

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Radiomics and Machine Learning in Medical Imaging Lung Cancer Diagnosis and Treatment Medical Imaging Techniques and ApplicationsMedicineLung cancerOdds ratioCarcinomaRadiologyConfidence intervalPositron emission tomographySurvival analysisStage (stratigraphy)Oncology

MeSH terms

AdultAgedAged, 80 and overCarcinoma, Non-Small-Cell LungFemaleUnited KingdomHumansLung NeoplasmsMaleMiddle AgedRisk FactorsSensitivity and SpecificityTomography, X-Ray ComputedReproducibility of ResultsBiomarkers

Citations

510

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13.59

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99%

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Exploratory Study to Identify Radiomics Classifiers for Lung Cancer Histology