AIMC Topic: Male

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Detection of early infarction signs with machine learning-based diagnosis by means of the Alberta Stroke Program Early CT score (ASPECTS) in the clinical routine.

Neuroradiology Jul 31, 2018
PURPOSE: New software solutions emerged to support radiologists in image interpretation in acute ischemic stroke. This study aimed to validate the performance of computer-aided assessment of the Alberta Stroke Program Early CT score (ASPECTS) for det...
Radiographic Image Interpretation, Computer-Assisted Stroke Infarction, Middle Cerebral Artery Brain Ischemia Observer Variation Alberta Humans Sensitivity and Specificity Male Machine Learning Middle Aged Software Predictive Value of Tests Tomography, X-Ray Computed Female Aged Aged, 80 and over Adult
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Detection of Talking in Respiratory Signals: A Feasibility Study Using Machine Learning and Wearable Textile-Based Sensors.

Sensors (Basel, Switzerland) Jul 31, 2018
Social isolation and loneliness are major health concerns in young and older people. Traditional approaches to monitor the level of social interaction rely on self-reports. The goal of this study was to investigate if wearable textile-based sensors c...
Humans Machine Learning Feasibility Studies Speech Wearable Electronic Devices Female Social Isolation Canada Respiration Young Adult Monitoring, Physiologic Textiles Adult Male
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Improving internal model strength and performance of prosthetic hands using augmented feedback.

Journal of neuroengineering and rehabilitation Jul 31, 2018
BACKGROUND: The loss of an arm presents a substantial challenge for upper limb amputees when performing activities of daily living. Myoelectric prosthetic devices partially replace lost hand functions; however, lack of sensory feedback and strong und...
Artificial Limbs Exoskeleton Device Feedback, Sensory Hand Strength Adult Robotics Male Hand Support Vector Machine Humans Electromyography Female
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Using principal component analysis to reduce complex datasets produced by robotic technology in healthy participants.

Journal of neuroengineering and rehabilitation Jul 31, 2018
BACKGROUND: The KINARM robot produces a granular dataset of participant performance metrics associated with proprioceptive, motor, visuospatial, and executive function. This comprehensive battery includes several behavioral tasks that each generate 9...
Female Adult Male Principal Component Analysis Robotics Healthy Volunteers Proprioception Humans
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Predicting oral malodour based on the microbiota in saliva samples using a deep learning approach.

BMC oral health Jul 31, 2018
BACKGROUND: Oral malodour is mainly caused by volatile sulphur compounds produced by bacteria and bacterial interactions. It is difficult to predict the presence or absence of oral malodour based on the abundances of specific species and their combin...
RNA, Ribosomal, 16S Saliva Microbiota High-Throughput Nucleotide Sequencing Female Male Middle Aged Deep Learning Halitosis Humans
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Do a robot's social skills and its objection discourage interactants from switching the robot off?

PloS one Jul 31, 2018
Building on the notion that people respond to media as if they were real, switching off a robot which exhibits lifelike behavior implies an interesting situation. In an experimental lab study with a 2x2 between-subjects-design (N = 85), people were g...
Social Skills Emotions Humans Adult Robotics Attitude Male Artificial Intelligence Motivation Adolescent Electrical Equipment and Supplies Female Biomimetic Materials User-Computer Interface Interpersonal Relations Young Adult Object Attachment
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Diagnostic performance of machine-learning-based computed fractional flow reserve (FFR) derived from coronary computed tomography angiography for the assessment of myocardial ischemia verified by invasive FFR.

The international journal of cardiovascular imaging Jul 30, 2018
To explore the diagnostic performance of a machine-learning-based (ML-based) computed fractional flow reserve (cFFR) derived from coronary computed tomography angiography (CCTA) in identifying ischemia-causing lesions verified by invasive FFR in cath...
Female Reproducibility of Results Aged Aged, 80 and over Male Humans Machine Learning Retrospective Studies Coronary Stenosis Fractional Flow Reserve, Myocardial Cardiac Catheters Middle Aged Radiographic Image Interpretation, Computer-Assisted Severity of Illness Index Coronary Vessels Predictive Value of Tests Multidetector Computed Tomography Coronary Angiography Computed Tomography Angiography
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Fast and Accurate Diagnosis of Autism (FADA): a novel hierarchical fuzzy system based autism detection tool.

Australasian physical & engineering sciences in medicine Jul 27, 2018
The main aim of this research work was to develop and validate a novel graphical user interface based hierarchical fuzzy autism detection tool named as "Fast and Accurate Diagnosis of Autism" for the diagnosis of autism disorder quickly and accuratel...
Fuzzy Logic Humans Area Under Curve Discriminant Analysis Female User-Computer Interface Autistic Disorder Reproducibility of Results Child, Preschool Sensitivity and Specificity Child Male ROC Curve
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A robot-based gait training therapy for pediatric population with cerebral palsy: goal setting, proposal and preliminary clinical implementation.

Journal of neuroengineering and rehabilitation Jul 27, 2018
BACKGROUND: The use of robotic trainers has increased with the aim of improving gait function in patients with limitations. Nevertheless, there is an absence of studies that deeply describe detailed guidelines of how to correctly implement robot-base...
Adolescent Robotics Cerebral Palsy Exoskeleton Device Neurological Rehabilitation Humans Research Design Female Male
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Computer-aided diagnosis of lung nodule classification between benign nodule, primary lung cancer, and metastatic lung cancer at different image size using deep convolutional neural network with transfer learning.

PloS one Jul 27, 2018
We developed a computer-aided diagnosis (CADx) method for classification between benign nodule, primary lung cancer, and metastatic lung cancer and evaluated the following: (i) the usefulness of the deep convolutional neural network (DCNN) for CADx o...
Retrospective Studies Tomography, X-Ray Computed Female Aged Humans Neural Networks, Computer Machine Learning Radiographic Image Interpretation, Computer-Assisted Male Middle Aged Lung Lung Neoplasms
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