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We empirically evaluate the proposed method by applying it to the ADNI cohort, where a wide range of multimodal biomarkers are examined and selected to predict memory performance measured by five RAVLT scores and classify participants into HC, MCI and AD.
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There is a wide range of applications of multimodal neuroimaging, clinical and non-clinical, including building a brain machine interface (BMI) [19], tracing neural activities and information pathways [20], mapping mind and behavior to brain regions [21, 22, 23], evaluating the effects of pharmacological treatments [24, 25], and image-guided therapy (IGT) [26, 27, 28].
As the database with a wide range of view angle, there exist Soton multimodal [23] (not released to the public), CASIA database B [21], CMU Mobo [24], AVA [25], WOSG [26], KY 4D [27], and OU-ISIR Treadmill Dataset C [28] (not released to the public).
The German Paediatric Pain Centre, a tertiary pediatric pain clinic with expertise in treating a wide range of chronic pain conditions, offers a multimodal and multidisciplinary treatment for children with chronic pain in either an inpatient or outpatient setting.
Area OP1 was more like a somatosensory integrator for multimodal stimuli and activated in a wide range of somatosensory tasks (Mazzola et al. 2012), while area OP4 may play a role in sensory-motor integration processes with dense connection to the premotor cortex (Eickhoff et al. 2010).
To reach this goal, the project partners are developing a multimodal virtual personal life assistant (PLA) offering a wide range of services from weather information to social networking.
At the component ratio of 4 1, the structure of composites is more porous and can be described as multimodal aggregates of nHAp/PS with sizes over a wide range of 20 250 nm (Fig. 3c, e).
Many multimodal neuroimaging computing methods have been proposed and applied to a wide range of clinical and non-clinical applications, e.g., brain computer communication [19], information pathways tracing [20], brain mapping [21, 22, 23], drug development and discovery [24, 25], pre-operative surgical planning, and intra-operative surgical navigation [28, 57].
Mixed-mode or multimodal chromatography has also recently being developed and applied to a wide range of purification processes [ 73].
A systematic review of a wide range of surgical procedures concluded that the use of local anaesthetic wound infiltration as part of a multimodal approach reduced post-operative pain, opioid use, nausea and vomiting, improved patient satisfaction and reduced the length of hospital stay[ 18].
Based on this supposition, a set of CE algorithms employing the Cauchy, logistic and Laplace distributions are experimentally validated in a wide range of optimization functions, which are shifted, rotated, expanded and/or composed, characterized by convex, unimodal, discontinuous, noisy and multimodal fitness landscapes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com