AIMC Topic: Young Adult

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Coarse-Fine Convolutional Deep-Learning Strategy for Human Activity Recognition.

Sensors (Basel, Switzerland) Mar 31, 2019
In the last decade, deep learning techniques have further improved human activity recognition (HAR) performance on several benchmark datasets. This paper presents a novel framework to classify and analyze human activities. A new convolutional neural ...
Human Activities Young Adult Adult Middle Aged Deep Learning Accelerometry Photography Sitting Position Smartphone Walking Humans
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Adolescent binge drinking disrupts normal trajectories of brain functional organization and personality maturation.

NeuroImage. Clinical Mar 31, 2019
Adolescent binge drinking has been associated with higher risks for the development of many health problems throughout the lifespan. Adolescents undergo multiple changes that involve the co-development processes of brain, personality and behavior; th...
Adolescent Development Personality Development Support Vector Machine Adult Humans Connectome Longitudinal Studies Brain Male Binge Drinking Magnetic Resonance Imaging Female Adolescent Underage Drinking Age of Onset Young Adult Time Factors Impulsive Behavior
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DeepQSM - using deep learning to solve the dipole inversion for quantitative susceptibility mapping.

NeuroImage Mar 29, 2019
Quantitative susceptibility mapping (QSM) is based on magnetic resonance imaging (MRI) phase measurements and has gained broad interest because it yields relevant information on biological tissue properties, predominantly myelin, iron and calcium in ...
Humans Algorithms Brain Female Image Processing, Computer-Assisted Young Adult Magnetic Resonance Imaging Adult Brain Mapping Male Deep Learning
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Information Theoretic Feature Transformation Learning for Brain Interfaces.

IEEE transactions on bio-medical engineering Mar 28, 2019
OBJECTIVE: A variety of pattern analysis techniques for model training in brain interfaces exploit neural feature dimensionality reduction based on feature ranking and selection heuristics. In the light of broad evidence demonstrating the potential s...
Brain Female Young Adult Adult Male Humans Machine Learning Algorithms Electroencephalography Signal Processing, Computer-Assisted Brain-Computer Interfaces Imagination
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CytoProcessorTM: A New Cervical Cancer Screening System for Remote Diagnosis.

Acta cytologica Mar 28, 2019
BACKGROUND: Current automated cervical cytology screening systems still heavily depend on manipulation of glass slides. We developed a new system called CytoProcessorTM (DATEXIM, Caen, France), which increases sensitivity and takes advantage of virtu...
Female Aged Young Adult Adult Papanicolaou Test Humans Early Detection of Cancer Mass Screening Sensitivity and Specificity Artificial Intelligence Cytodiagnosis Uterine Cervical Neoplasms Middle Aged Adolescent
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Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition.

IEEE transactions on cybernetics Mar 27, 2019
Electroencephalogram (EEG) has been widely used in emotion recognition due to its high temporal resolution and reliability. Since the individual differences of EEG are large, the emotion recognition models could not be shared across persons, and we n...
Pattern Recognition, Automated Brain-Computer Interfaces Young Adult Adult Emotions Electroencephalography Humans Machine Learning Brain
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Falls Risk Classification of Older Adults Using Deep Neural Networks and Transfer Learning.

IEEE journal of biomedical and health informatics Mar 27, 2019
Prior research in falls risk classification using inertial sensors has relied on the use of engineered features, which has resulted in a feature space containing hundreds of features that are likely redundant and possibly irrelevant. In this paper, w...
Adolescent ROC Curve Smartphone Signal Processing, Computer-Assisted Adult Male Middle Aged Accidental Falls Accelerometry Humans Neural Networks, Computer Female Aged Aged, 80 and over Young Adult
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Deep Learning for Automated Contouring of Primary Tumor Volumes by MRI for Nasopharyngeal Carcinoma.

Radiology Mar 26, 2019
Background Nasopharyngeal carcinoma (NPC) may be cured with radiation therapy. Tumor proximity to critical structures demands accuracy in tumor delineation to avoid toxicities from radiation therapy; however, tumor target contouring for head and neck...
Retrospective Studies Female Young Adult Adult Humans Male Algorithms Nasopharyngeal Carcinoma Middle Aged Magnetic Resonance Imaging Nasopharyngeal Neoplasms Image Interpretation, Computer-Assisted Deep Learning Nasopharynx Adolescent
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A predictive model for the evaluation of flavor attributes of raw and cooked beef based on sensor array analyses.

Food research international (Ottawa, Ont.) Mar 22, 2019
There are currently no standardized objective measures to evaluate beef flavor attributes, especially the comparison between raw beef and cooked beef. Beef flavor attribute is one of the most significant parameters for consumers. This study described...
Cooking Food Preferences Red Meat Raw Foods Cluster Analysis Models, Statistical Humans Odorants Neural Networks, Computer Taste Algorithms Young Adult Adult
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Classifying major depression patients and healthy controls using EEG, eye tracking and galvanic skin response data.

Journal of affective disorders Mar 20, 2019
OBJECTIVE: Major depression disorder (MDD) is one of the most prevalent mental disorders worldwide. Diagnosing depression in the early stage is crucial to treatment process. However, due to depression's comorbid nature and the subjectivity in diagnos...
Galvanic Skin Response Eye Movement Measurements Young Adult Adult Male Humans Depressive Disorder, Major Machine Learning Algorithms Case-Control Studies Female Logistic Models Support Vector Machine Electroencephalography
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