Transactions on Neural Systems and Rehabilitation Engineering

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Graph Theory Analysis of Functional Connectivity in Major Depression Disorder with High-Density Resting State EEG data
        Existing studies have shown functional brain networks in patients with major depressive disorder (MDD) have abnormal network topology structure. But the methods to construct brain network still exist some issues to be solved. This study is to explore reliable and... Read more
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Design and Development of a Portable Exoskeleton for Hand Rehabilitation
     Improvement in hand function to promote functional recovery is one of the major goals of stroke rehabilitation. This paper introduces a newly developed exoskeleton for hand rehabilitation with a user-centered design concept, which integrates the requirements of practical use, mechanical... Read more
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Combined Seismo- and Gyro-cardiography: A More Comprehensive Evaluation of Heart-Induced Chest Vibrations.
Seismo-cardiography (SCG) is the measurement of the linear components of heart-induced chest wall vibrations, generally recorded using miniature accelerometers. Recent studies have shown promising results regarding the potential of this modality for monitoring hemodynamic parameters. Complementary to seismo-cardiography, a modality... Read more
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Mathematical Modeling for Description of Oscillation Suppression Induced by Deep Brain Stimulation
    A mathematical modeling for description of oscillation suppression by deep brain stimulation (DBS) is explored in this work. High frequency DBS introduced to the basal ganglia network can suppress pathological neural oscillations that occur in the Parkinsonian state. However, selecting... Read more
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HapIso: An Accurate Method for the Haplotype- Specific Isoforms Reconstruction From Long Single-Molecule Reads
Sequencing of RNA provides the possibility to study an individual’s transcriptome landscape and determine allelic expression ratios. Single-molecule protocols generate multi-kilobase reads longer than most transcripts, allowing sequencing of complete haplotype isoforms. This allows partitioning the reads into two parental... Read more
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Integrating Omics Data With a Multiplex Network-Based Approach for the Identification of Cancer Subtypes
Comprehensive characterization and identification of cancer subtypes have a number of applications and implications in life science and cancer research. Technologies centered on the integration of omics data hold great promise in this endeavor. This paper proposed a multiplex network-based... Read more