A technique for reliably measuring brain atrophy based on image data, such as data collected as part of an MRI scan of a subject's brain. Rather than measure anatomical features of the brain in one of the scan planes as output by an MRI system, the image data is reformatted to generate...
Furthermore, we analyzed brain atrophy patterns in disease groups to see if we could characterize disease patterns using images generated based on deep learning. Figure 1 Schematic diagram of the proposed deep learning-based 3D inpainting method for magnetic resonance images. Full size image Methods ...
. (2007). Statistical Parametric Mapping: The Analysis of Functional Brain Images . San Diego, CA: Academic Press; 10.1002/(SICI)1097-0193(1997)5:23.0... KJ Friston - 《Human Brain Mapping》 被引量: 365发表: 1997年 Thalamic Atrophy in Huntington's Disease Co-varies with Cognitive Performa...
Alzheimer's disease (AD) is the type of dementia that affects the world's significant population and is expected to be increased worldwide. In rece
Multiple system atrophy (MSA) is a well-known neurodegenerative disorders that present parkinsonism syndrome and autonomic dysfunction. Patients with MSA who have the combination of parkinsonism and cerebellar ataxia are referred to as MSA-C. Brain diffusion-weighted imaging (DWI) offers the potential ...
In the analysis of medical images, one of the challenging tasks is the recognition of brain tumours via medical resonance images (MRIs). The diagnosis proc
Quantitative evaluation of atlas-based MR attenuation correction for brain PET imaging using a time-of-flight PET/MRI system: A direct comparison with CT-b... Magnetic resonance (MR) imaging is useful for the diagnosis of brain atrophy and intracranial abnormalities. We have developed a method ...
Medical image registration is vital for disease diagnosis and treatment with its ability to merge diverse information of images, which may be captured under different times, angles, or modalities. Although several surveys have reviewed the development of
For example, T2w MR images can provide CSF volume measurements, which are utilized for evaluation of brain atrophy, and other sub-volume measurements, which can be utilized as anatomical and pathological information1,2. In the case of an infant's brain disease, abnormal T2 intensities can ...
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