Auto-segmentation of pancreatic tumor in multi-parametric MRI using deep convolutional neural networks
Ying Liang, D. Schött, Ying Zhang, Zhiwu Wang, Haidy Nasief, E.S. Paulson, William A. Hall, Paul Knechtges, Bradley A. Erickson, X. Allen Li
Topics & Concepts
Convolutional neural networkHausdorff distanceSegmentationArtificial intelligenceComputer scienceSørensen–Dice coefficientPattern recognition (psychology)CentroidJaccard indexVoxelNuclear medicinePancreatic cancerDeep learningParametric statisticsImage segmentationMathematicsMedicineCancerStatisticsInternal medicineAdvanced Radiotherapy TechniquesPancreatic and Hepatic Oncology ResearchRadiation Therapy and Dosimetry