Identifying Neuroimaging-Based Markers for Distinguishing Brain Disorders

Released on by Yuhui Du
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  • Identifying Neuroimaging-Based Markers for Distinguishing Brain Disorders Book Detail

  • Author : Yuhui Du
  • Release Date : 2020-07-10
  • Publisher : Frontiers Media SA
  • Genre :
  • Pages : 288
  • ISBN 13 : 2889634043
  • File Size : 65,65 MB
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Identifying Neuroimaging-Based Markers for Distinguishing Brain Disorders by Yuhui Du PDF Summary

Book Description: There has been increasing interests in exploring biomarkers from brain images, aiming to have a better understanding and a more effective diagnosis of brain disorders such as schizophrenia, bipolar disorder, schizoaffective disorder, autism spectrum disorder, attention-deficit/hyperactivity disorder, Alzheimer’s disease and so on. Therefore, it is important to identify disease-specific changes for distinguishing healthy controls and patients with brain disorders as well as for differentiating patients with different disorders showing similar clinical symptoms. Biomarkers can be identified from different types of brain Imaging techniques including functional magnetic resonance imaging (fMRI), structural MRI, positron emission tomography (PET), electroencephalography (EEG), and magnetoencephalography (MEG) by using statistical analysis methods. Furthermore, based on measures from brain imaging techniques, machine learning techniques can help to classify or predict disease for individual subjects. In fact, fusion of features from multiple modalities may benefit the understanding of disease mechanism and improve the classification performance. This Research Topic further explores the functional or structural alterations in brain disorders.

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