AIMC Topic: Sensitivity and Specificity

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WAKE-Up Exoskeleton to Assist Children With Cerebral Palsy: Design and Preliminary Evaluation in Level Walking.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jan 11, 2017
This paper presents the modular design and control of a novel compliant lower limbmulti-joint exoskeleton for the rehabilitation of ankle kneemobility and locomotion of pediatric patients with neurological diseases, such as Cerebral Palsy (CP). The d...
Pilot Projects Child, Preschool Treatment Outcome Robotics Equipment Design Female Reproducibility of Results Sensitivity and Specificity Male Exoskeleton Device Gait Disorders, Neurologic Neurological Rehabilitation Walking Gait Cerebral Palsy Equipment Failure Analysis Humans
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Unsupervised frequency-recognition method of SSVEPs using a filter bank implementation of binary subband CCA.

Journal of neural engineering Jan 10, 2017
OBJECTIVE: Recently developed effective methods for detection commands of steady-state visual evoked potential (SSVEP)-based brain-computer interface (BCI) that need calibration for visual stimuli, which cause more time and fatigue prior to the use, ...
Reproducibility of Results Adult Sensitivity and Specificity Male Unsupervised Machine Learning Humans Female Evoked Potentials, Visual Statistics as Topic Brain Waves Visual Perception Visual Cortex Data Interpretation, Statistical Electroencephalography Signal Processing, Computer-Assisted Pattern Recognition, Automated Brain-Computer Interfaces
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Accurate and interpretable classification of microspectroscopy pixels using artificial neural networks.

Medical image analysis Jan 6, 2017
This paper addresses the problem of classifying materials from microspectroscopy at a pixel level. The challenges lie in identifying discriminatory spectral features and obtaining accurate and interpretable models relating spectra and class labels. W...
Neural Networks, Computer Algorithms Reproducibility of Results Sensitivity and Specificity Spectrum Analysis
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An expert system for selecting wart treatment method.

Computers in biology and medicine Jan 6, 2017
As benign tumors, warts are made through the mediation of Human Papillomavirus (HPV) and may grow on all parts of body, especially hands and feet. There are several treatment methods for this illness. However, none of them can heal all patients. Cons...
Humans Machine Learning Cryotherapy Warts Middle Aged Adolescent Decision Support Systems, Clinical Immunotherapy Treatment Outcome Patient Selection Outcome Assessment, Health Care Expert Systems Reproducibility of Results Therapy, Computer-Assisted Algorithms Young Adult Prognosis Adult Clinical Decision-Making Sensitivity and Specificity Female Male
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Diagnostic Method of Diabetes Based on Support Vector Machine and Tongue Images.

BioMed research international Jan 4, 2017
. The purpose of this research is to develop a diagnostic method of diabetes based on standardized tongue image using support vector machine (SVM). Tongue images of 296 diabetic subjects and 531 nondiabetic subjects were collected by the TDA-1 digit...
Support Vector Machine Principal Component Analysis Tongue Male Middle Aged ROC Curve Image Processing, Computer-Assisted Diabetes Mellitus Humans Female Sensitivity and Specificity
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F-Choline Positron Emission Tomography/Computed Tomography and Multiparametric Magnetic Resonance Imaging for the Detection of Early Local Recurrence of Prostate Cancer Initially Treated by Radiation Therapy: Comparison With Systematic 3-Dimensional Transperineal Mapping Biopsy.

International journal of radiation oncology, biology, physics Dec 28, 2016
PURPOSE: To compare the diagnostic performance of F-fluorocholine positron emission tomography/computed tomography (FCH-PET/CT), multiparametric prostate magnetic resonance imaging (mpMRI), and a combination of both techniques for the detection of lo...
Positron Emission Tomography Computed Tomography Prostatic Neoplasms Sensitivity and Specificity Biopsy Humans Male Radiopharmaceuticals Neoplasm Recurrence, Local Middle Aged Choline Retrospective Studies Imaging, Three-Dimensional Reproducibility of Results Magnetic Resonance Imaging Aged
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Contralateral artery enlargement predicts carotid plaque progression based on machine learning algorithm models in apoE mice.

Biomedical engineering online Dec 28, 2016
BACKGROUND: This study specifically focused on anatomical MRI characterization of the low shear stress-induced atherosclerotic plaque in mice. We used machine learning algorithms to analyze multiple correlation factors of plaque to generate predictiv...
Ultrasonography Mice Support Vector Machine Magnetic Resonance Imaging Mice, Inbred C57BL Machine Learning Carotid Arteries Sensitivity and Specificity Decision Making Plaque, Atherosclerotic Algorithms Animals Lipids Blood Flow Velocity Reproducibility of Results Predictive Value of Tests Male Ultrasonography, Doppler Mice, Transgenic Disease Progression Apolipoproteins E
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An advanced MRI and MRSI data fusion scheme for enhancing unsupervised brain tumor differentiation.

Computers in biology and medicine Dec 27, 2016
Proton Magnetic Resonance Spectroscopic Imaging (H MRSI) has shown great potential in tumor diagnosis since it provides localized biochemical information discriminating different tissue types, though it typically has low spatial resolution. Magnetic ...
Molecular Imaging Pattern Recognition, Automated Magnetic Resonance Spectroscopy Brain Neoplasms Glioma Humans Magnetic Resonance Imaging Reproducibility of Results Unsupervised Machine Learning Sensitivity and Specificity Multimodal Imaging Biomarkers, Tumor
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Local and Remote Cooperation With Virtual and Robotic Agents: A P300 BCI Study in Healthy and People Living With Spinal Cord Injury.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Dec 23, 2016
The development of technological applications that allow people to control and embody external devices within social interaction settings represents a major goal for current and future brain-computer interface (BCI) systems. Prior research has sugges...
Humans Female Reproducibility of Results Young Adult Adult Sensitivity and Specificity Imagination Task Performance and Analysis Male Spinal Cord Injuries User-Computer Interface Movement Robotics Event-Related Potentials, P300 Brain-Computer Interfaces Man-Machine Systems
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Raman spectroscopy and PCA-SVM as a non-invasive diagnostic tool to identify and classify qualitatively glycated hemoglobin levels in vivo.

Journal of biophotonics Dec 23, 2016
In this study we identify and classify high and low levels of glycated hemoglobin (HbA1c) in healthy volunteers (HV) and diabetic patients (DP). Overall, 86 subjects were evaluated. The Raman spectrum was measured in three anatomical regions of the b...
Glycated Hemoglobin Humans Algorithms Sensitivity and Specificity Case-Control Studies Spectrum Analysis, Raman Diabetes Mellitus Support Vector Machine Principal Component Analysis
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