AIMC Topic: Young Adult

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Use of AI methods to assessment of lower limb peak torque in deaf and hearing football players group.

Acta of bioengineering and biomechanics Jan 27, 2025
Monitoring and assessing the level of lower limb motor skills using the Biodex System plays an important role in the training of football players and in post-traumatic rehabilitation. The aim of this study was to build and test an artificial intelli...
Torque Biomechanical Phenomena Athletes Male Humans Adolescent Persons with Hearing Disabilities Deafness Neural Networks, Computer Lower Extremity Hearing Soccer Artificial Intelligence Young Adult
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Deep learning for forensic age estimation using orthopantomograms in children, adolescents, and young adults.

European radiology Jan 25, 2025
OBJECTIVES: Forensic age estimation from orthopantomograms (OPGs) can be performed more quickly and accurately using convolutional neural networks (CNNs), making them an ideal extension to standard forensic age estimation methods. This study evaluate...
Humans Neural Networks, Computer Female Reproducibility of Results Adolescent Child Young Adult Radiography, Panoramic Child, Preschool Male Age Determination by Teeth Infant Deep Learning
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Sexual dimorphism of the humerus bones in a French sample: comparison of several statistical models including machine learning models.

International journal of legal medicine Jan 25, 2025
Sex estimation is an important part of skeletal analysis and forensic identification. Traditionally pelvic traits are utilized for accurate sex estimation. However, the long bones, especially humerus, have been proved to be as effective for determine...
Humans Adult Male Middle Aged Logistic Models Support Vector Machine Neural Networks, Computer Machine Learning Female Young Adult Humerus Forensic Anthropology Models, Statistical Discriminant Analysis France Sex Determination by Skeleton
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Predictors of treatment attrition among individuals in substance use disorder treatment: A machine learning approach.

Addictive behaviors Jan 25, 2025
BACKGROUND: Early treatment discontinuation in substance use disorder treatment settings is common and often difficult to predict. We leveraged a machine learning approach (i.e., random forest) to identify individuals at risk for treatment attrition,...
Middle Aged Female United States Young Adult Substance-Related Disorders Humans Substance Abuse Treatment Centers Adult Patient Dropouts Machine Learning Male
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Development of a machine learning-based multivariable prediction model for the naturalistic course of generalized anxiety disorder.

Journal of anxiety disorders Jan 25, 2025
BACKGROUND: Generalized Anxiety Disorder (GAD) is a chronic condition. Enabling the prediction of individual trajectories would facilitate tailored management approaches for these individuals. This study used machine learning techniques to predict th...
Machine Learning Prognosis Female Young Adult Adult Male Middle Aged Anxiety Disorders Humans Generalized Anxiety Disorder Follow-Up Studies
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Age group classification based on optical measurement of brain pulsation using machine learning.

Scientific reports Jan 25, 2025
Optical techniques, such as functional near-infrared spectroscopy (fNIRS), contain high potential for the development of non-invasive wearable systems for evaluating cerebral vascular condition in aging, due to their portability and ability to monito...
Age Factors Magnetic Resonance Imaging Cerebrovascular Circulation Aging Middle Aged Spectroscopy, Near-Infrared Support Vector Machine Humans Machine Learning Brain Female Aged Young Adult Adult Male
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Detecting noncredible symptomology in ADHD evaluations using machine learning.

Journal of clinical and experimental neuropsychology Jan 25, 2025
INTRODUCTION: Diagnostic evaluations for attention-deficit/hyperactivity disorder (ADHD) are becoming increasingly complicated by the number of adults who fabricate or exaggerate symptoms. Novel methods are needed to improve the assessment process re...
Middle Aged Surveys and Questionnaires Adolescent Unsupervised Machine Learning Female Self Report Humans Young Adult Attention Deficit Disorder with Hyperactivity Machine Learning Adult Malingering Male
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Forensic sex classification by convolutional neural network approach by VGG16 model: accuracy, precision and sensitivity.

International journal of legal medicine Jan 24, 2025
INTRODUCTION: In the reconstructive phase of medico-legal human identification, the sex estimation is crucial in the reconstruction of the biological profile and can be applied both in identifying victims of mass disasters and in the autopsy room. Du...
Middle Aged Convolutional Neural Networks Adolescent Sex Determination by Skeleton Algorithms Female Reproducibility of Results Aged Young Adult Humans Adult Neural Networks, Computer Sensitivity and Specificity Male
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Machine learning-based algorithm of drug-resistant prediction in newly diagnosed patients with temporal lobe epilepsy.

Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology Jan 24, 2025
OBJECTIVES: To develop a predicted algorithm for drug-resistant epilepsy (DRE) in newly diagnosed temporal lobe epilepsy (TLE) patients.
Electroencephalography Epilepsy, Temporal Lobe Drug Resistant Epilepsy Adult Machine Learning Male Algorithms Middle Aged Prospective Studies Adolescent Female Humans Young Adult
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Research of orthodontic soft tissue profile prediction based on conditional generative adversarial networks.

Journal of dentistry Jan 24, 2025
OBJECTIVE: This study constructed a new conditional generative adversarial network (CGAN) model to predict changes in lateral appearance following orthodontic treatment.
Cephalometry Face Neural Networks, Computer Adult Orthodontics, Corrective Female Male Generative Adversarial Networks Young Adult Deep Learning Anatomic Landmarks Humans
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