[HTML][HTML] U-net model for brain extraction: Trained on humans for transfer to non-human primates
Brain extraction (aka skull stripping) is a fundamental step in the neuroimaging pipeline as it
can affect the accuracy of downstream preprocess such as image registration, tissue …
can affect the accuracy of downstream preprocess such as image registration, tissue …
Longitudinal manganese‐enhanced magnetic resonance imaging of neural projections and activity
Manganese‐enhanced magnetic resonance imaging (MEMRI) holds exceptional promise
for preclinical studies of brain‐wide physiology in awake‐behaving animals. The objectives …
for preclinical studies of brain‐wide physiology in awake‐behaving animals. The objectives …
Deep learning-based automated lesion segmentation on mouse stroke magnetic resonance images
Magnetic resonance imaging (MRI) is widely used for ischemic stroke lesion detection in
mice. A challenge is that lesion segmentation often relies on manual tracing by trained …
mice. A challenge is that lesion segmentation often relies on manual tracing by trained …
Fully automated whole brain segmentation from rat MRI scans with a convolutional neural network
Background Whole brain delineation (WBD) is utilized in neuroimaging analysis for data
preprocessing and deriving whole brain image metrics. Current automated WBD techniques …
preprocessing and deriving whole brain image metrics. Current automated WBD techniques …
Evaluating U-net Brain Extraction for Multi-site and Longitudinal Preclinical Stroke Imaging
E Tarakci, J Mandeville, F Hyder… - arXiv preprint arXiv …, 2022 - arxiv.org
Rodent stroke models are important for evaluating treatments and understanding the
pathophysiology and behavioral changes of brain ischemia, and magnetic resonance …
pathophysiology and behavioral changes of brain ischemia, and magnetic resonance …
[图书][B] Neural network based analysis of resting-state functional magnetic resonance imaging data
L Wang - 2020 - search.proquest.com
Functional magnetic resonance imaging (fMRI) measures brain activity through the blood-
oxygen-level-dependent (BOLD) signal, which has been widely used to study the human …
oxygen-level-dependent (BOLD) signal, which has been widely used to study the human …