AIMC Topic: Young Adult
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Gait Segmentation of Data Collected by Instrumented Shoes Using a Recurrent Neural Network Classifier.
Physical medicine and rehabilitation clinics of North America
Mar 11, 2019
The authors present a Recurrent Neural Network classifier model that segments the walking data recorded with instrumented footwear. The signals from 3 piezoresistive sensors, a 3-axis accelerometer, and Euler angles are used to generate temporal gait...
Emotional arousal amplifies competitions across goal-relevant representation: A neurocomputational framework.
Cognition
Mar 8, 2019
Emotional arousal often facilitates memory for some aspects of an event while impairing memory for other aspects of the same event. Across three experiments, we found that emotional arousal amplifies competition among goal-relevant representations, s...
Predicting one-year outcome in first episode psychosis using machine learning.
PloS one
Mar 7, 2019
BACKGROUND: Early illness course correlates with long-term outcome in psychosis. Accurate prediction could allow more focused intervention. Earlier intervention corresponds to significantly better symptomatic and functional outcomes. Our study object...
SPINNE: An app for human vertebral height estimation based on artificial neural networks.
Forensic science international
Mar 6, 2019
The absence or poor preservation of vertebrae often prevent the application of the anatomical method for stature estimation. The main objective of this paper was to develop a web app based on artificial neural network (ANN) models to estimate the ver...
Automating the process of identifying the preferred representational system in Neuro Linguistic Programming using Natural Language Processing.
Cognitive processing
Mar 5, 2019
Neuro Linguistic Programming (NLP) is a methodology used for recognition of human behavioral patterns and modification of the behavior. A significant part of this process is influenced by the theory of representational systems which equates to the fi...
Improving Reliability of Myocontrol Using Formal Verification.
IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
Mar 5, 2019
In the context of assistive robotics, myocontrol is one of the so-far unsolved problems of upper-limb prosthetics. It consists of swiftly, naturally, and reliably converting biosignals, non-invasively gathered from an upper-limb disabled subject, int...
Breast Microcalcification Diagnosis Using Deep Convolutional Neural Network from Digital Mammograms.
Computational and mathematical methods in medicine
Mar 3, 2019
Mammography is successfully used as an effective screening tool for cancer diagnosis. A calcification cluster on mammography is a primary sign of cancer. Early researches have proved the diagnostic value of the calcification, yet their performance is...
Mammography
Young Adult
Biopsy
Adult
Breast
Middle Aged
Prognosis
Sensitivity and Specificity
Stochastic Processes
Humans
Deep Learning
Female
Breast Neoplasms
Neural Networks, Computer
Image Processing, Computer-Assisted
Reproducibility of Results
Software
Early Detection of Cancer
Aged
Algorithms
Calcinosis
A Battery-Powered Ankle Exoskeleton Improves Gait Mechanics in a Feasibility Study of Individuals with Cerebral Palsy.
Annals of biomedical engineering
Mar 1, 2019
Neuromuscular impairment associated with cerebral palsy (CP) often leads to life-long walking deficits. Our goal was to evaluate the ability of a novel untethered wearable ankle exoskeleton to reduce the severity of gait pathology from CP. In this cl...
Movement time and guidance accuracy in teleoperation of robotic vehicles.
Ergonomics
Feb 27, 2019
Two experiments are reported on the steering of a tracked vehicle through straight-line courses and corners to determine the relationships between movement time and control accuracy with the geometry of the course, such as the vehicle width, the trac...
A machine learning model to classify aortic dissection patients in the early diagnosis phase.
Scientific reports
Feb 25, 2019
Aortic dissection is one of the most clinical-challenging and life-threatening cardiovascular diseases associated with high morbidity and mortality. Aortic dissection requires fast diagnosis and timely therapy. Any delay or misdiagnosis can cause sev...
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