Rhythms of the brain are generated by neural oscillations across multiple frequencies. These oscillations can be decomposed into distinct frequency in......
There has been an upward trend in developing frameworks that enable neuroimaging researchers to address challenging questions by leveraging data acros......
期刊： NEUROINFORMATICS, 2020; 18 (2)
Neuronal shape reconstruction is a helpful technique for establishing neuron identity, inferring neuronal connections, mapping neuronal circuits, and ......
期刊： NEUROINFORMATICS, 2020; 18 (2)
The brain consists of massive regions with different functions and the precise delineation of brain region boundaries is important for brain region id......
期刊： NEUROINFORMATICS, 2020; 18 (2)
Segmentation of medical images using multiple atlases has recently gained immense attention due to their augmented robustness against variabilities ac......
期刊： NEUROINFORMATICS, 2020; 18 (4)
Changes in cognitive performance due to neurodegenerative diseases such as Alzheimer's disease (AD) are closely correlated to the brain structure alte......
期刊： NEUROINFORMATICS, 2020; 18 (1)
There is a lack of objective biomarkers to accurately identify the underlying etiology and related pathophysiology of disparate brain-based disorders ......
期刊： NEUROINFORMATICS, 2020; 18 (1)
Fractional amplitude of low-frequency fluctuation (fALFF) has been widely used for resting-state functional magnetic resonance imaging (rs-fMRI) based......
期刊： NEUROINFORMATICS, 2020; 18 (1)
Functional connectivity networks, derived from resting-state fMRI data, have been found as effective biomarkers for identifying mild cognitive impairm......
In this paper, we proposed an efficient approach for large deformation diffeomorphic metric mapping (LDDMM) for brain images by utilizing GPU-based pa......
期刊： NEUROINFORMATICS, 2019; 17 (2)
Alzheimer's disease (AD) is characterized by gradual neurodegeneration and loss of brain function, especially for memory during early stages. Regressi......
期刊： NEUROINFORMATICS, 2019; 17 (2)
In order to decode human brain, Multivariate Pattern (MVP) classification generates cognitive models by using functional Magnetic Resonance Imaging (f......
期刊： NEUROINFORMATICS, 2019; 17 (4)
Tracing neurites constitutes the core of neuronal morphology reconstruction, a key step toward neuronal circuit mapping. Modern optical-imaging techni......
The human brain atlas assists us to enhance our scientific understanding of brain structure and function. The typical anatomical atlases are mainly ba......
期刊： NEUROINFORMATICS, 2019; 17 (2)
Neuron reconstruction is an important technique in computational neuroscience. Although there are many reconstruction algorithms, few can generate rob......
