Mar 11, 2011 · In order to enable a population-based analysis of the disease progression, an intermediate 4D probabilistic brain atlas is introduced, ...

ABSTRACT. Aging and many neurological diseases cause progressive changes in brain morphology. Both subject-specific detection and measurement of these ...

Aging and many neurological diseases cause progressive changes in brain morphology. Both subject-specific detection and measurement of these changes, ...

Bibliographic details on Probabilistic framework for subject-specific and population-based analysis of longitudinal changes and disease progression in brain ...

Dec 13, 2012 · The proposed framework simultaneously performs segmentation of each image into the major tissue classes (white matter, gray matter, CSF) and ...

Jan 8, 2023 · In this work, we study the statistical properties and develop likelihood-based iterative estimation method for the parameters of a novel class ...

A primary use of fMRI is mapping brain function to brain structure as well as exploring physiological and pathological changes in functional activity of the ...

We present a framework for constructing predictive models of cognitive decline from longitudinal MRI examinations, based on mixed effects models and machine ...

The framework is formulated as an EM optimization algorithm. Validation is performed on simulated and real images in terms of segmentation, clustering and atlas ...

Aug 12, 2024 � MRI-derived measures of brain morphometry have been demonstrated to be powerful biomarkers capturing differences and changes associated with�...