Automatic cervical lymphadenopathy segmentation from CT data using deep learning
Adele Courot, Diana Lucia Farfan Cabrera, Nicolas Gogin, L Gaillandre, Geoffrey Rico, Jules Zhang-Yin, Mickael Elhaik, François Bidault, Imad Bousaid, Nathalie Lassau
Topics & Concepts
MedicineConvolutional neural networkSegmentationSørensen–Dice coefficientCervical lymphadenopathyTest setArtificial intelligenceRadiologyData setWorkflowPattern recognition (psychology)Head and neckDeep learningVolume (thermodynamics)Cohen's kappaImage segmentationComputer scienceMachine learningPathologySurgeryDiseaseQuantum mechanicsDatabasePhysicsHead and Neck Cancer StudiesAI in cancer detectionLung Cancer Diagnosis and Treatment