AIMC Topic: Young Adult

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Towards fully automated third molar development staging in panoramic radiographs.

International journal of legal medicine Apr 1, 2020
Staging third molar development is commonly used for age assessment in sub-adults. Current staging techniques are, at most, semi-automated and rely on manual interactions prone to operator variability. The aim of this study was to fully automate the ...
Automation Age Determination by Teeth Pilot Projects Adolescent Child Molar, Third Radiography, Panoramic Humans Neural Networks, Computer Female Young Adult Male
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A machine-learning method for improving crash injury severity analysis: a case study of work zone crashes in Cairo, Egypt.

International journal of injury control and safety promotion Apr 1, 2020
The quality of vehicular collision data is crucial for studying the relationship between injury severity and collision factors. Misclassified injury severity data in the crash dataset, however, may cause inaccurate parameter estimates and consequentl...
Humans Machine Learning Databases, Factual Female Egypt Adult Young Adult Wounds and Injuries Accidents, Traffic Quality Improvement Trauma Severity Indices Occupational Injuries Male Middle Aged Adolescent Triage
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Rapid Screening of Thyroid Dysfunction Using Raman Spectroscopy Combined with an Improved Support Vector Machine.

Applied spectroscopy Apr 1, 2020
This study aimed to screen for thyroid dysfunction using Raman spectroscopy combined with an improved support vector machine (SVM). In spectral analysis, in order to further improve the classification accuracy of the SVM algorithm model, a genetic pa...
Thyroid Diseases Thyroid Gland Spectrum Analysis, Raman Mass Screening Support Vector Machine Young Adult Humans Adult Aged Middle Aged Aged, 80 and over
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Augmented Intelligence Dermatology: Deep Neural Networks Empower Medical Professionals in Diagnosing Skin Cancer and Predicting Treatment Options for 134 Skin Disorders.

The Journal of investigative dermatology Mar 31, 2020
Although deep learning algorithms have demonstrated expert-level performance, previous efforts were mostly binary classifications of limited disorders. We trained an algorithm with 220,680 images of 174 disorders and validated it using Edinburgh (1,3...
Adolescent ROC Curve Antiviral Agents Antifungal Agents Skin Male Middle Aged Glucocorticoids Deep Learning Clinical Competence Datasets as Topic Photography Internship and Residency Drug Therapy, Computer-Assisted Feasibility Studies Dermatologists Skin Diseases Dermatology Image Interpretation, Computer-Assisted Humans Anti-Bacterial Agents Female Skin Neoplasms Dermoscopy Aged Young Adult Adult
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Automatic mandibular canal detection using a deep convolutional neural network.

Scientific reports Mar 31, 2020
The practicability of deep learning techniques has been demonstrated by their successful implementation in varied fields, including diagnostic imaging for clinicians. In accordance with the increasing demands in the healthcare industry, techniques fo...
Humans Neural Networks, Computer Imaging, Three-Dimensional Male Mandible Middle Aged Temporomandibular Joint Disorders Deep Learning Mandibular Nerve Adolescent Patient Care Planning Cone-Beam Computed Tomography Female Aged Aged, 80 and over Young Adult Adult
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[Robot therapy with the H2 exoskeleton for gait rehabilitation in patients with incomplete spinal cord injry. A clinical experience].

Rehabilitacion Mar 31, 2020
BACKGROUND AND OBJECTIVE: Robotic exoskeletons have emerged as a promising tool in gait rehabilitation in patients with a spinal cord injury. The aim of this study was to assess the clinical applicability of a new robotic exoskeleton model (Exo H2) i...
Visual Analog Scale Walkers Muscle Strength Gait Disorders, Neurologic Male Humans Pain Perception Robotics Gait Analysis Middle Aged Prospective Studies Crutches Pain Measurement Spinal Cord Injuries Pilot Projects Female Gait Treatment Outcome Fatigue Young Adult Prosthesis Design Neuronal Plasticity Walking Speed Adult Exoskeleton Device
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Recognizing states of psychological vulnerability to suicidal behavior: a Bayesian network of artificial intelligence applied to a clinical sample.

BMC psychiatry Mar 30, 2020
BACKGROUND: This study aimed to determine conditional dependence relationships of variables that contribute to psychological vulnerability associated with suicide risk. A Bayesian network (BN) was developed and applied to establish conditional depend...
Humans Artificial Intelligence Female Young Adult Adult Male Middle Aged Mood Disorders Anxiety Suicide, Attempted Adolescent Suicidal Ideation Bayes Theorem
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EEG based Classification of Long-term Stress Using Psychological Labeling.

Sensors (Basel, Switzerland) Mar 29, 2020
Stress research is a rapidly emerging area in the field of electroencephalography (EEG) signal processing. The use of EEG as an objective measure for cost effective and personalized stress management becomes important in situations like the nonavaila...
Electroencephalography Signal Processing, Computer-Assisted Brain-Computer Interfaces Young Adult Adult Male Stress, Psychological Support Vector Machine Humans Machine Learning Algorithms Female
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Classification of pulmonary lesion based on multiparametric MRI: utility of radiomics and comparison of machine learning methods.

European radiology Mar 28, 2020
OBJECTIVES: We develop and validate a radiomics model based on multiparametric magnetic resonance imaging (MRI) in the classification of the pulmonary lesion and identify optimal machine learning methods.
Aged Young Adult Adult Male Middle Aged Humans Support Vector Machine Machine Learning Lung Diseases Lung Retrospective Studies Multiparametric Magnetic Resonance Imaging Cohort Studies Female ROC Curve
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Brain MRI analysis using a deep learning based evolutionary approach.

Neural networks : the official journal of the International Neural Network Society Mar 28, 2020
Convolutional neural network (CNN) models have recently demonstrated impressive performance in medical image analysis. However, there is no clear understanding of why they perform so well, or what they have learned. In this paper, a three-dimensional...
Biological Evolution Humans Neural Networks, Computer Algorithms Brain Female Adolescent Child Longitudinal Studies Magnetic Resonance Imaging Young Adult Alzheimer Disease Adult Autistic Disorder Male Middle Aged Deep Learning
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