Diffusion and perfusion MRI radiomics obtained from deep learning segmentation provides reproducible and comparable diagnostic model to human in post-treatment glioblastoma
Ji Eun Park, Sungwon Ham, Ho Sung Kim, Seo Young Park, Jihye Yun, Hyunna Lee, Seung Hong Choi, Namkug Kim
Topics & Concepts
ReproducibilityMedicineRadiomicsConcordance correlation coefficientEffective diffusion coefficientNuclear medicineGlioblastomaNeuroradiologyFeature (linguistics)Area under the curveDiffusion MRIMagnetic resonance imagingRadiologySegmentationReceiver operating characteristicConcordanceArtificial intelligenceInternal medicineComputer scienceNeurologyMathematicsPhilosophyCancer researchStatisticsLinguisticsPsychiatryGlioma Diagnosis and TreatmentRadiomics and Machine Learning in Medical ImagingMRI in cancer diagnosis