Distinguishing granulomas from adenocarcinomas by integrating stable and discriminating radiomic features on non-contrast computed tomography scans
Mohammadhadi Khorrami, Kaustav Bera, Rajat Thawani, Prabhakar Rajiah, Amit Gupta, Pingfu Fu, Philip A. Linden, Nathan A. Pennell, Frank J. Jacono, Robert Gilkeson, Vamsidhar Velcheti, Anant Madabhushi
Topics & Concepts
Linear discriminant analysisPattern recognition (psychology)Receiver operating characteristicArtificial intelligenceFeature (linguistics)Wilcoxon signed-rank testContrast (vision)Random forestTest setStability (learning theory)Support vector machineRank (graph theory)DiscriminantComputer scienceMathematicsRadiologyMedicineStatisticsMachine learningMann–Whitney U testLinguisticsCombinatoricsPhilosophyRadiomics and Machine Learning in Medical ImagingLung Cancer Diagnosis and TreatmentAdvanced X-ray and CT Imaging