Semi-automatic sigmoid colon segmentation in CT for radiation therapy treatment planning via an iterative 2.5-D deep learning approach
Yesenia Gonzalez, Chenyang Shen, Hyunuk Jung, Dan Nguyen, Steve Jiang, Kevin Albuquerque, Xun Jia
Topics & Concepts
Sigmoid functionSegmentationArtificial intelligenceComputer scienceRadiation treatment planningDeep learningDiceIterative methodSigmoid colonPattern recognition (psychology)Computer visionAlgorithmRadiation therapyMathematicsRadiologyMedicineArtificial neural networkSurgeryRectumGeometryRadiomics and Machine Learning in Medical ImagingAdvanced Radiotherapy TechniquesMedical Imaging Techniques and Applications