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Investigation of clinical target volume segmentation for whole breast irradiation using three-dimensional convolutional neural networks with gradient-weighted class activation mapping

Megumi Oya, Satoru Sugimoto, Keisuke Sasai, Kazuhito Yokoyama

2021Radiological Physics and Technology15 citationsDOI

Topics & Concepts

SegmentationConvolutional neural networkBreast cancerFocus (optics)Artificial intelligencePattern recognition (psychology)Computer scienceSørensen–Dice coefficientMedicineImage segmentationCancerPhysicsInternal medicineOpticsAI in cancer detectionAdvanced Radiotherapy TechniquesDigital Radiography and Breast Imaging
Investigation of clinical target volume segmentation for whole breast irradiation using three-dimensional convolutional neural networks with gradient-weighted class activation mapping | Litcius