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Change detection of medical images using dictionary learning techniques and principal component analysis

Automatic change detection methods for identifying the changes of serial MR images taken at different times are of great interest to radiologists. The majority of existing change detection methods in medical imaging, and those of brain images in particular, include many preprocessing steps and rely...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Med Imaging (Bellingham)
Prif Awduron: Nika, Varvara, Babyn, Paul, Zhu, Hongmei
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Society of Photo-Optical Instrumentation Engineers 2014
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4478884/
https://ncbi.nlm.nih.gov/pubmed/26158037
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.1.2.024502
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