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Browsing Category
Neuroinformatics
Validation and Diagnostic Performance of a CFD-Based Non-invasive Method for the Diagnosis of Aortic…
Purpose: The clinical diagnosis of aorta coarctation (CoA) constitutes a challenge, which is usually tackled by applying the peak systolic pressure gradient (PSPG) method. Recent advances in computational fluid dynamics (CFD) have suggested…
Development of a Non-invasive Deep Brain Stimulator With Precise Positioning and Real-Time…
Methods by which to achieve non-invasive deep brain stimulation via temporally interfering with electric fields have been proposed, but the precision of the positioning of the stimulation and the reliability and stability of the outputs…
A Spelling Paradigm With an Added Red Dot Improved the P300 Speller System Performance
The traditional P300 speller system uses the flashing row or column spelling paradigm. However, the classification accuracy and information transfer rate of the P300 speller are not adequate for real-world application. To improve the…
A Tensor-Based Framework for rs-fMRI Classification and Functional Connectivity Construction
Recently, machine learning methods have gained lots of attention from researchers seeking to analyze brain images such as Resting-State Functional Magnetic Resonance Imaging (rs-fMRI) to obtain a deeper understanding of the brain and such…
SARA-GAN: Self-Attention and Relative Average Discriminator Based Generative Adversarial Networks…
Research on undersampled magnetic resonance image (MRI) reconstruction can increase the speed of MRI imaging and reduce patient suffering. In this paper, an undersampled MRI reconstruction method based on Generative Adversarial Networks…
Effects of Visual Attentional Load on the Tactile Sensory Memory Indexed by Somatosensory Mismatch…
Auditory sensory memory indexed by mismatch negativity has been broadly studied over the past century, but far less attention has been directed to tactile sensory memory. To investigate whether tactile sensory memory is affected by…
Studying the Factors of Human Carotid Atherosclerotic Plaque Rupture, by Calculating Stress/Strain…
Carotid plaque neovascularization is one of the major factors for the classification of vulnerable plaque, but the axial force effects of the pulsatile blood flow on the plaque with neovessel and intraplaque hemorrhage was unclear. Together…
Review of Deep Learning Approaches for the Segmentation of Multiple Sclerosis Lesions on Brain MRI
In recent years, there have been multiple works of literature reviewing methods for automatically segmenting multiple sclerosis (MS) lesions. However, there is no literature systematically and individually review deep learning-based MS…
Non-invasive Evaluation of Brain Death Caused by Traumatic Brain Injury by Ultrasound Imaging
ObjectivesTo investigate the clinical value of non-invasive ultrasound imaging in the evaluation of brain death caused by traumatic brain injury.MethodsThirty-four patients with acute severe traumatic brain injury were admitted to hospital…
MP3: Medical Software for Processing Multi-Parametric Images Pipelines
This article presents an open source software able to convert, display, and process medical images. It differentiates itself from the existing software by its ability to design complex processing pipelines and to wisely execute them on a…