A Novel Spatiotemporal Longitudinal Methodology for Predicting Obesity Using Near Infrared Spectroscopy (NIRS) Cerebral Functional Activity Data

No abstract is available for this paper.

• Publication year

  2018

• Venue

  Cognitive Computation

• Publication date

  2018-01-30

• Fields of study

  Medicine, Computer Science

• Identifiers
  DOI 10.1007/s12559-017-9541-x
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Longitudinal Data Analysis

  2020cited by this paper
• Using Near Infrared Spectroscopy to Index Temporal Changes in Affect in Realistic Human-robot Interactions

  2018cited by this paper
• Anatomy of the Mind: a Quick Overview

  2017cited by this paper
• Bayesian Nonnegative CP Decomposition-Based Feature Extraction Algorithm for Drowsiness Detection

  2017cited by this paper
• Sparse Bayesian Learning for Obtaining Sparsity of EEG Frequency Bands Based Feature Vectors in Motor Imagery Classification

  2017cited by this paper
• Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition

  2017cited by this paper
• Sparse Bayesian Classification of EEG for Brain–Computer Interface

  2016cited by this paper
• Trends in adult body-mass index in 200 countries from 1975 to 2014: a pooled analysis of 1698 population-based measurement studies with 19·2 million participants

  2016cited by this paper
• Emotion: A Unified Mechanistic Interpretation from a Cognitive Architecture

  2016cited by this paper
• The Estimation of Taste Preference Based on Prefrontal Cortex Activity

  2015cited by this paper
• Food reward system: current perspectives and future research needs

  2015cited by this paper
• Incidental rewarding cues influence economic decisions in people with obesity

  2015cited by this paper
• A Novel Near-Infrared Spectroscopy Based Spatiotemporal Cognition Study of the Human Brain Using Clustering

  2015influential reference
• Three Interventions That Reduce Childhood Obesity Are Projected To Save More Than They Cost To Implement.

  2015cited by this paper
• Brain Function Diagnosis Enhanced Using Denoised fNIRS Raw Signals

  2014cited by this paper
• Changes in hemodynamic signals accompanying motor imagery and motor execution of swallowing: A near-infrared spectroscopy study

  2014cited by this paper
• Implicit emotion regulation in the presence of threat: Neural and autonomic correlates

  2014cited by this paper
• Studying the effects of smell and taste experience in the pediatric population using functional near infrared spectroscopy: a hypothesis.

  2014cited by this paper
• Obesity-Associated Hypertension: Recent Progress in Deciphering the Pathogenesis

  2014cited by this paper
• A Neural Mechanism for Reward Discounting: Insights from Modeling Hippocampal–Striatal Interactions

  2013cited by this paper
• Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction

  2013cited by this paper
• Some Correlates of Agency Ascription and Emotional Value and Their Effects on Decision-Making

  2013cited by this paper
• Effects of dietary glycemic index on brain regions related to reward and craving in men

  2013cited by this paper
• Neurodegenerative disease and obesity: what is the role of weight loss and bariatric interventions?

  2013cited by this paper
• Obesity-Associated Hypertension

  2013cited by this paper
• Continuous Recognition of Affective States by Functional Near Infrared Spectroscopy Signals

  2013cited by this paper
• Effects of dietary glycemic index on brain regions related to reward and craving in men

  2013cited by this paper
• Correlation between prefrontal cortex activity during working memory tasks and natural mood independent of personality effects: an optical topography study.

  2013cited by this paper
• Is obesity a brain disease?

  2013influential reference
• The Impact of Obesity and Exercise on Cognitive Aging

  2013cited by this paper
• The mysterious motivational functions of mesolimbic dopamine.

  2012cited by this paper
• From neuroanatomy to behavior: central integration of peripheral signals regulating feeding behavior

  2012cited by this paper
• Towards the next generation of near-infrared spectroscopy

  2011cited by this paper
• A quantitative comparison of NIRS and fMRI across multiple cognitive tasks

  2011cited by this paper
• Decoding what one likes or dislikes from single-trial fNIRS measurements

  2011cited by this paper
• This is your brain on interfaces: enhancing usability testing with functional near-infrared spectroscopy

  2011cited by this paper
• Relationship of negative mood with prefrontal cortex activity during working memory tasks: an optical topography study.

  2011cited by this paper
• Real-Time EEG-Based Emotion Recognition and Its Applications

  2011cited by this paper
• Circulating glucose levels modulate neural control of desire for high-calorie foods in humans.

  2011cited by this paper
• A Role for Astrocytes in the Central Control of Metabolism

  2011cited by this paper
• The functional neuroanatomy of pleasure and happiness.

  2010cited by this paper
• Speeded Near Infrared Spectroscopy (NIRS) Response Detection

  2010cited by this paper
• Characteristic prefrontal blood volume patterns when imaging body type, high-calorie food, and mother-child attachment in childhood anorexia nervosa: A near infrared spectroscopy study.

  2010cited by this paper
• CNS leptin and insulin action in the control of energy homeostasis

  2010cited by this paper
• Dieting tendency and eating behavior problems in eating disorder correlate with right frontotemporal and left orbitofrontal cortex: a near-infrared spectroscopy study.

  2010cited by this paper
• Processing of food pictures: influence of hunger, gender and calorie content.

  2010cited by this paper
• Depression and Alzheimer's disease: neurobiological links and common pharmacological targets.

  2010cited by this paper
• Overweight in Midlife Is Related to Lower Cognitive Function 30 Years Later: A Prospective Study with Longitudinal Assessments

  2010cited by this paper
• Obesity and leptin resistance: distinguishing cause from effect.

  2010cited by this paper
• Combining Electroencephalograph and Functional Near Infrared Spectroscopy to Explore Users' Mental Workload

  2009influential reference
• Evidence of executive dysfunction in extremely obese adolescents: a pilot study.

  2009cited by this paper
• HomER: a review of time-series analysis methods for near-infrared spectroscopy of the brain.

  2009cited by this paper
• Activation in brain energy regulation and reward centers by food cues varies with choice of visual stimulus

  2009cited by this paper
• Obesity and vulnerability of the CNS.

  2009cited by this paper
• Neural representation of degree of preference in the medial prefrontal cortex

  2009cited by this paper
• Widespread reward-system activation in obese women in response to pictures of high-calorie foods

  2008cited by this paper
• Relationship Between Body Mass Index and Gray Matter Volume in 1,428 Healthy Individuals

  2008cited by this paper
• Affective neuroscience of pleasure: reward in humans and animals

  2008cited by this paper
• Separable substrates for anticipatory and consummatory food chemosensation.

  2008cited by this paper
• Functional activation in diverse regions of the developing brain of human infants

  2008cited by this paper
• Neural representation of preference relationships

  2008cited by this paper
• The Statistical Analysis of Functional MRI Data

  2008cited by this paper
• Mechanisms of leptin action and leptin resistance.

  2008cited by this paper
• Differential activation of the dorsal striatum by high-calorie visual food stimuli in obese individuals

  2007cited by this paper
• Human motor cortex oxygenation during exhaustive pinching task.

  2007cited by this paper
• Comparison of decision tree methods for finding active objects

  2007cited by this paper
• Changes in Cognitive Function in Human Aging

  2007cited by this paper
• Functional near-infrared spectroscopy for human brain mapping of taste-related cognitive functions.

  2007cited by this paper
• Obesity and Impairment in Psychosocial Functioning in Women: The Mediating Role of Eating Disorder Features

  2007cited by this paper
• Changes in Cognitive Function in Human Aging -- Brain Aging: Models, Methods, and Mechanisms

  2007cited by this paper
• Affect modulates appetite-related brain activity to images of food.

  2006cited by this paper
• Relation between body mass index and cognitive function in healthy middle-aged men and women

  2006cited by this paper
• The impact of temporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data

  2006cited by this paper
• A temporal comparison of BOLD, ASL, and NIRS hemodynamic responses to motor stimuli in adult humans

  2006cited by this paper
• Motion illusion activates the visual motion area of the brain: a near-infrared spectroscopy (NIRS) study.

  2006cited by this paper
• The effect of body mass index on global brain volume in middle-aged adults: a cross sectional study

  2005cited by this paper
• Obesity-associated hypertension: new insights into mechanisms.

  2005cited by this paper
• Interactive Effect of Obesity Indexes on Cognition

  2005cited by this paper
• Identifying hypothalamic pathways controlling food intake, body weight, and glucose homeostasis

  2005cited by this paper
• Obesity, diabetes and cognitive deficit: The Framingham Heart Study.

  2005cited by this paper
• Medial prefrontal cortex activity associated with symptom provocation in eating disorders.

  2004cited by this paper
• The Fat-Brain Axis Enters a New Dimension

  2004cited by this paper
• Cortical and limbic activation during viewing of high- versus low-calorie foods

  2003cited by this paper
• Functional magnetic resonance imaging (fMRI) "brain reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex

  2003cited by this paper
• Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain

  2002cited by this paper
• Validity of body mass index compared with other body-composition screening indexes for the assessment of body fatness in children and adolescents.

  2002cited by this paper
• Neural substrates of anorexia nervosa: a behavioral challenge study with positron emission tomography.

  2001cited by this paper
• Characteristic regional cerebral blood flow patterns in anorexia nervosa patients with binge/purge behavior.

  2000cited by this paper
• Building Data Mining Applications for CRM

  1999cited by this paper
• Localisation of epileptic foci with electric, magnetic and combined electromagnetic models.

  1998cited by this paper
• Functional anatomy of calorie fear in anorexia nervosa.

  1998cited by this paper
• Improving the Accuracy and Speed of Support Vector Machines

  1996cited by this paper
• Simplified Support Vector Decision Rules

  1996cited by this paper
• Automatic 3D Intersubject Registration of MR Volumetric Data in Standardized Talairach Space

  1994cited by this paper
• Near infrared spectroscopy (NIRS): a new tool to study hemodynamic changes during activation of brain function in human adults.

  1993cited by this paper
• C4.5: Programs for Machine Learning

  1992cited by this paper
• An Analysis of Bayesian Classifiers

  1992cited by this paper
• The Long-Term Returns of Obesity Prevention Policies

  year unknowncited by this paper
• American Journal of Epidemiology Original Contribution Health Behaviors from Early to Late Midlife as Predictors of Cognitive Function the Whitehall Ii Study

  year unknowncited by this paper

• Wearable Functional Near-Infrared (Fnir) Technology and Its Applications in Naturalistic Conditions

  2019cites this paper