Atlas-Based Segmentation Of Medical Images

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Medical Image Segmentation With Deep Atlas Prior

https://ieeexplore.ieee.org/document/9455423

Medical Image Segmentation With Deep Atlas Prior. Abstract: Organ segmentation from medical images is one of the most important pre-processing steps …

Atlas-based Segmentation | SpringerLink

https://link.springer.com/chapter/10.1007/978-0-387-09749-7_12

Novel atlas-based segmentation methods aim at combining segmentation and registration to include more local constraints in the matching of the atlas contours (see for …

Semi-supervised learning of anatomical manifolds for …

https://ieeexplore.ieee.org/document/7900118/

Footnotes. This paper presents a novel method for atlas-based segmentation of medical images. The method uses semi-supervised learning of a graph describing a manifold of …

Medical image computing - Wikipedia

https://en.wikipedia.org/wiki/Medical_image_computing

Medical Image Processing - Perelman School of Medicine

https://www.med.upenn.edu/machine-learning-biomed-data/medical-image-processing.html

For more details on Local label learning for multi-atlas based image segmentation, read the article here. NITRC: Local Label Learning for Image Segmentation: Tool/Resource …

(PDF) J.-P.: Atlas-based segmentation of medical …

https://www.researchgate.net/publication/224622328_J-P_Atlas-based_segmentation_of_medical_images_locally_constrained_by_level_sets

Atlas-based segmentation has become a standard paradigm for exploiting prior knowledge in medical image segmentation. In this paper, we propose a method to …

Atlas-based image segmentation system …

https://uwaterloo.ca/research/atlas-based-image-segmentation-system-and-method

It is a common task and activity in reviewing images to identify and delineate a segment of an image of interest. Such a segment may help to identify tumours, lesions, …

Atlas-based segmentation of medical images - Enlighten …

https://theses.gla.ac.uk/2623/

Atlas-Based Segmentation of medical images is an image analysis task which involves labelling a desired anatomy or set of anatomy from images generated by medical …

A review of atlas-based segmentation for magnetic …

https://pubmed.ncbi.nlm.nih.gov/21871688/

Here, an atlas is defined as the combination of an intensity image (template) and its segmented image (the atlas labels). After registering the atlas template and the target …

Atlas-based auto-segmentation of head and neck CT …

https://pubmed.ncbi.nlm.nih.gov/18982634/

To reduce manual labor, we have developed a fully automated, atlas-based method for H&N CT image segmentation that employs a novel hierarchical atlas registration …

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