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Applications of machine learning to diagnosis and treatment of neurodegenerative diseases
Globally, there is a huge unmet need for effective treatments for neurodegenerative
diseases. The complexity of the molecular mechanisms underlying neuronal degeneration …
diseases. The complexity of the molecular mechanisms underlying neuronal degeneration …
Brain templates and atlases
The core concept within the field of brain map** is the use of a standardized, or
“stereotaxic”, 3D coordinate frame for data analysis and reporting of findings from …
“stereotaxic”, 3D coordinate frame for data analysis and reporting of findings from …
A survey of MRI-based brain tumor segmentation methods
Brain tumor segmentation aims to separate the different tumor tissues such as active cells,
necrotic core, and edema from normal brain tissues of White Matter (WM), Gray Matter (GM) …
necrotic core, and edema from normal brain tissues of White Matter (WM), Gray Matter (GM) …
An automated method for neuroanatomic and cytoarchitectonic atlas-based interrogation of fMRI data sets
Analysis and interpretation of functional MRI (fMRI) data have traditionally been based on
identifying areas of significance on a thresholded statistical map of the entire imaged brain …
identifying areas of significance on a thresholded statistical map of the entire imaged brain …
A survey of medical image registration
The purpose of this paper is to present a survey of recent (published in 1993 or later)
publications concerning medical image registration techniques. These publications will be …
publications concerning medical image registration techniques. These publications will be …
Automated Talairach atlas labels for functional brain map**
An automated coordinate-based system to retrieve brain labels from the 1988 Talairach
Atlas, called the Talairach Daemon (TD), was previously introduced [Lancaster et al., 1997] …
Atlas, called the Talairach Daemon (TD), was previously introduced [Lancaster et al., 1997] …
A unified statistical approach for determining significant signals in images of cerebral activation
We present a unified statistical theory for assessing the significance of apparent signal
observed in noisy difference images. The results are usable in a wide range of applications …
observed in noisy difference images. The results are usable in a wide range of applications …
A review of MRI findings in schizophrenia
After more than 100 years of research, the neuropathology of schizophrenia remains
unknown and this is despite the fact that both: Kraepelin, E., 1919/1971. Dementia praecox …
unknown and this is despite the fact that both: Kraepelin, E., 1919/1971. Dementia praecox …
Three‐dimensional maximum probability atlas of the human brain, with particular reference to the temporal lobe
Probabilistic atlases of neuroanatomy are more representative of population anatomy than
single brain atlases. They allow anatomical labeling of the results of group studies in …
single brain atlases. They allow anatomical labeling of the results of group studies in …
A three-dimensional statistical analysis for CBF activation studies in human brain
Many studies of brain function with positron emission tomography (PET) involve the
interpretation of a subtracted PET image, usually the difference between two images under …
interpretation of a subtracted PET image, usually the difference between two images under …