ConvNet-Based Localization of Anatomical Structures in 3-D Medical Images
نویسندگان
چکیده
منابع مشابه
Characterization and Localization of Anatomical Landmarks in Medical Images
Dec. 12-14, 1997, Aachen/Germany, B.O. H utter and J.M. Gilsbach (Eds.), Verlag der Augustinus Buchhandlung 1997, 9-12 Characterization and Localization of Anatomical Landmarks in Medical Images Karl Rohr H. Siegfried Stiehl Universit at Hamburg, Fachbereich Informatik, Arbeitsbereich Kognitive Systeme Vogt-K olln-Str. 30, D-22527 Hamburg, Germany Background Image registration is fundamental...
متن کاملAutomatic Retrieval of Anatomical Structures in 3D Medical Images
This paper describes a method to automatically generate the mapping between a completely labeled reference image and the 3D medical image of a patient. To a c hieve this, we combined three techniques: the extraction of 3D feature lines, their matching using 3D deformable line models, the extension of the deformation to the whole image space using warping techniques. We present experimental resu...
متن کاملProbabilistic Registration of 3-D Medical Images
Registration between 3-D images of human anatomies enables cross-subject diagnosis. However, innate differences in the appearance and location of anatomical structures between individuals make accurate registration difficult. We characterize such anatomical variations to achieve accurate registration. We represent anatomical variations in the form of statistical models, and embed these statisti...
متن کاملShape Based Segmentation of Anatomical Structures in Magnetic Resonance Images
Standard image based segmentation approaches perform poorly when there is little or no contrast along boundaries of different regions. In such cases, segmentation is largely performed manually using prior knowledge of the shape and relative location of the underlying structures combined with partially discernible boundaries. We present an automated approach guided by covariant shape deformation...
متن کاملModel-based interpretation of anatomical structures in cranial MR images
A hierarchical model of the brain has been developed, based on the ARTTM system, in which nodes represent the structures of interest, and arcs represent 3-D topographical relationships between organs and part-of relationships. The nodes contain attributes of the organs which encode their expected shape and identifying features; they also attach to the recognition rules, which use the measured a...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Medical Imaging
سال: 2017
ISSN: 0278-0062,1558-254X
DOI: 10.1109/tmi.2017.2673121