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National Repository of Grey Literature

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Landmark Detection in Medical Images Using Deep Neural Networks Škandera, Juraj ; Španěl, Michal (referee) ; Kodym, Oldřich (advisor) This thesis deals with detection of anatomical landmarks from cephalometric X-ray images using convolutional neural networks. Program works with public available dataset, which consists of side X-ray images of skull. There are two architectures of convolutional neural networks proposed in this thesis.  The best architecture achieves accuracy of 73.22% for detection within 5 mm. Program is created in Python language with use of Tensorflow framework. Detailed record

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