Atlas Based Segmentation Of Medical Images

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Medical Image Segmentation With Deep Atlas Prior

https://pubmed.ncbi.nlm.nih.gov/34129495/

In this paper, we propose a novel segmentation framework which integrates the medical image anatomical prior through loss into the deep learning models. The proposed prior …

Atlas-based Segmentation | SpringerLink

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

Biological images, especially medical images, are thus particularly well suited for atlas-based segmentation methods. Digitized atlases have proven their success in medical …

Medical Image Segmentation With Deep Atlas Prior

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

Organ segmentation from medical images is one of the most important pre-processing steps in computer-aided diagnosis, but it is a challenging task because of …

Semi-supervised learning of anatomical manifolds for …

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

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 …

Atlas-based image segmentation system and method

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

Segmentation or contouring of a medical image is frequently necessary to provide patient diagnosis and prognosis, and to develop the patient care …

(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 medical image segmentation is a well known method for including prior knowledge in medical image analysis. It requires as basic component the …

Medical Image Processing - Perelman School of Medicine

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

Local label learning (LLL) for multi-atlas based image segmentation. For more details on Local label learning for multi-atlas based image segmentation, read the article here. ...

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 …

Medical image computing - Wikipedia

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

Medical image segmentation is made difficult by low contrast, noise, and other imaging ambiguities. ... Atlas-Based Segmentation: For many applications, a clinical expert can …

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 …

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Atlas Based Segmentation Of Medical Images

Medical Image Segmentation With Deep Atlas Prior

Atlas-based Segmentation | SpringerLink

Medical Image Segmentation With Deep Atlas Prior

Semi-supervised learning of anatomical manifolds for …

Atlas-based image segmentation system and method

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

Medical Image Processing - Perelman School of Medicine

Atlas-based segmentation of medical images - Enlighten …

Medical image computing - Wikipedia

A review of atlas-based segmentation for magnetic …

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