Simplicity Is All You Need: Out-of-the-Box nnUNet Followed by Binary-Weighted Radiomic Model for Segmentation and Outcome Prediction in Head and Neck PET/CT
Louis Rebaud, Thibault Escobar, Fahad Khalid, Kibrom Berihu Girum, Irène Buvat
Topics & Concepts
SegmentationArtificial intelligenceComputer scienceSørensen–Dice coefficientPositron emission tomographyPipeline (software)Feature (linguistics)Pattern recognition (psychology)Image segmentationNuclear medicineMedicinePhilosophyLinguisticsProgramming languageRadiomics and Machine Learning in Medical ImagingLung Cancer Diagnosis and TreatmentMedical Imaging Techniques and Applications