AIMC Topic: Sensitivity and Specificity

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Developing a Wearable Ankle Rehabilitation Robotic Device for in-Bed Acute Stroke Rehabilitation.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jun 22, 2016
Ankle movement training is important in motor recovery post stroke and early intervention is critical to stroke rehabilitation. However, acute stroke survivors receive motor rehabilitation in only a small fraction of time, partly due to the lack of e...
Motion Therapy, Continuous Passive Equipment Failure Analysis Exoskeleton Device Video Games Stroke Rehabilitation Reproducibility of Results Sensitivity and Specificity Robotics Humans Equipment Design Monitoring, Ambulatory Ankle Joint Biofeedback, Psychology Therapy, Computer-Assisted Exercise Therapy
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Lung Cancer Detection Using Fuzzy Auto-Seed Cluster Means Morphological Segmentation and SVM Classifier.

Journal of medical systems Jun 14, 2016
An effective fuzzy auto-seed cluster means morphological algorithm developed in this work to segment the lung nodules from the consecutive slices of Computer Tomography (CT) images to detect the lung cancer. The initial cluster values were chosen aut...
Humans Tomography, X-Ray Computed Fuzzy Logic Sensitivity and Specificity Image Processing, Computer-Assisted Lung Neoplasms Support Vector Machine
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Computer-Aided Diagnosis of Micro-Malignant Melanoma Lesions Applying Support Vector Machines.

BioMed research international Jun 13, 2016
Background. One of the fatal disorders causing death is malignant melanoma, the deadliest form of skin cancer. The aim of the modern dermatology is the early detection of skin cancer, which usually results in reducing the mortality rate and less exte...
Support Vector Machine Dermoscopy Early Diagnosis Reproducibility of Results Nevus Image Enhancement Humans Sensitivity and Specificity Software Design Diagnosis, Computer-Assisted Algorithms Melanoma Skin Neoplasms
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Characterization of myocardial motion patterns by unsupervised multiple kernel learning.

Medical image analysis Jun 11, 2016
We propose an independent objective method to characterize different patterns of functional responses to stress in the heart failure with preserved ejection fraction (HFPEF) syndrome by combining multiple temporally-aligned myocardial velocity traces...
Movement Echocardiography Exercise Case-Control Studies Unsupervised Machine Learning Heart Failure Motion Rest Exercise Test Heart Humans Reproducibility of Results Sensitivity and Specificity
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Real-time multi-channel monitoring of burst-suppression using neural network technology during pediatric status epilepticus treatment.

Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology Jun 11, 2016
OBJECTIVE: To develop a real-time monitoring system that has the potential to guide the titration of anesthetic agents in the treatment of pediatric status epilepticus (SE).
Humans Intensive Care Units Female Sensitivity and Specificity Neural Networks, Computer Brain Monitoring, Physiologic Male Electroencephalography Adolescent Status Epilepticus Child, Preschool Child
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Joint feature-sample selection and robust diagnosis of Parkinson's disease from MRI data.

NeuroImage Jun 10, 2016
Parkinson's disease (PD) is an overwhelming neurodegenerative disorder caused by deterioration of a neurotransmitter, known as dopamine. Lack of this chemical messenger impairs several brain regions and yields various motor and non-motor symptoms. In...
Image Enhancement Female Sensitivity and Specificity Male Middle Aged Unsupervised Machine Learning Imaging, Three-Dimensional Humans Image Interpretation, Computer-Assisted Parkinson Disease Pattern Recognition, Automated Algorithms Brain
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The SSSA-MyHand: A Dexterous Lightweight Myoelectric Hand Prosthesis.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jun 9, 2016
The replacement of a missing hand by a prosthesis is one of the most fascinating challenges in rehabilitation engineering. State of art prostheses are curtailed by the physical features of the hand, like poor functionality and excessive weight. Here ...
Robotics Equipment Design Hand Electromyography Humans Reproducibility of Results Sensitivity and Specificity Therapy, Computer-Assisted Equipment Failure Analysis Man-Machine Systems Amputees Artificial Limbs Miniaturization Biomimetic Materials
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Adaptive Shape Kernel-Based Mean Shift Tracker in Robot Vision System.

Computational intelligence and neuroscience Jun 9, 2016
This paper proposes an adaptive shape kernel-based mean shift tracker using a single static camera for the robot vision system. The question that we address in this paper is how to construct such a kernel shape that is adaptive to the object shape. W...
Pattern Recognition, Automated Artificial Intelligence Locomotion Algorithms Sensitivity and Specificity Reproducibility of Results Subtraction Technique Robotics Humans Video Recording Image Interpretation, Computer-Assisted
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Development of a control algorithm for the ultrasound scanning robot (NCCUSR) using ultrasound image and force feedback.

The international journal of medical robotics + computer assisted surgery : MRCAS Jun 8, 2016
BACKGROUND: Clinicians who frequently perform ultrasound scanning procedures often suffer from musculoskeletal disorders, arthritis, and myalgias. To minimize their occurrence and to assist clinicians, ultrasound scanning robots have been developed w...
Sensitivity and Specificity Feedback Ultrasonography Robotics Humans Algorithms Reproducibility of Results Equipment Failure Analysis Systems Integration Touch Equipment Design Transducers Image Interpretation, Computer-Assisted Micromanipulation Stress, Mechanical Phantoms, Imaging
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Automatic detection of osteoporosis based on hybrid genetic swarm fuzzy classifier approaches.

Dento maxillo facial radiology Jun 8, 2016
OBJECTIVES: This study proposed a new automated screening system based on a hybrid genetic swarm fuzzy (GSF) classifier using digital dental panoramic radiographs to diagnose females with a low bone mineral density (BMD) or osteoporosis.
Fractals Cortical Bone Cancellous Bone Lumbar Vertebrae Bone Diseases, Metabolic Humans Femur Neck Osteoporosis, Postmenopausal Image Processing, Computer-Assisted Fuzzy Logic Predictive Value of Tests Radiography, Panoramic Aged, 80 and over Algorithms Sensitivity and Specificity Middle Aged Bone Density Diagnosis, Computer-Assisted Female Mandible Aged
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