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Isometry Invariant Shape Descriptors for Abnormality Detection on Brain Surfaces Affected by Alzheimer's Disease.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
Alzheimer's disease (AD), a progressive brain disorder, is the most common neurodegenerative disease in older adults. There is a need for brain structural magnetic resonance imaging (MRI) biomarkers to help assess AD progression and intervention effe...
Brain Mapping Alzheimer Disease Support Vector Machine Humans Female Magnetic Resonance Imaging Biomarkers Aged Brain Male Middle Aged Disease Progression Cognitive Dysfunction
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Detection of Early Stage Alzheimer's Disease using EEG Relative Power with Deep Neural Network.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
Electroencephalogram (EEG) signal based early diagnosis of Alzheimer's Disease (AD), especially a discrimination between healthy control (HC) and mild cognitive impairment (MCI) has received remarkable attentions to complement conventional diagnosing...
Cognitive Dysfunction Electroencephalography Alzheimer Disease Humans Neural Networks, Computer Female Early Diagnosis
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Classifying Treated vs. Untreated MDD Adolescents from Anatomical Connectivity using Nonlinear SVM.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
Identification of the treatment-related responders for adolescent Major Depressive Disorder (MDD) is urgently needed to develop effective treatments. In this paper, machine learning based classifiers are used to reveal anatomical features as responde...
Diffusion Tensor Imaging Case-Control Studies Adolescent Support Vector Machine Female Young Adult Male Depressive Disorder, Major Humans Brain
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Gated Recurrent Neural Networks for EMG-Based Hand Gesture Classification. A Comparative Study.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2018
Electromyographic activities (EMG) generated during contraction of upper limb muscles can be mapped to distinct hand gestures and movements, posing them as a promising modality for prosthetic and cybernetic applications. This paper presents a compara...
Algorithms Female Adult Hand Electromyography Humans Male Movement Neural Networks, Computer Gestures
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Classification of producer characteristics in primate long calls using neural networks.

The Journal of the Acoustical Society of America Jul 1, 2018
Primate long calls are high-amplitude vocalizations that can be critical in maintaining intragroup contact and intergroup spacing, and can encode abundant information about a call's producer, such as age, sex, and individual identity. Long calls of t...
Behavior, Animal Female Humans Nerve Net Animals Neural Networks, Computer Vocalization, Animal Sound Saguinus
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AI can be sexist and racist - it's time to make it fair.

Nature Jul 1, 2018
Racism Sexism Race Factors Natural Language Processing Sex Factors Datasets as Topic Female Male Social Justice Humans Artificial Intelligence Neural Networks, Computer Machine Learning
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Applying Machine-Learning Techniques to Build Self-reported Depression Prediction Models.

Computers, informatics, nursing : CIN Jul 1, 2018
Depression Logistic Models Mass Screening Self Report Aged, 80 and over Male Middle Aged Datasets as Topic Female Aged Humans Machine Learning
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Reduced Effort Does Not Imply Slacking: Responsiveness to Error Increases With Robotic Assistance.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jul 1, 2018
In both neurorehabilitation and functional augmentation, the patient or the user's muscular effort diminishes when the movement of their limb is supported by a robot. Is this relaxation a result of "slacking" by letting the robot take-over the moveme...
Female Adult Male Exercise Humans Algorithms Movement Extremities Robotics Stroke Rehabilitation Physical Exertion Psychomotor Performance
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Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning.

IEEE transactions on medical imaging Jul 1, 2018
Convolutional neural networks (CNNs) have achieved state-of-the-art performance for automatic medical image segmentation. However, they have not demonstrated sufficiently accurate and robust results for clinical use. In addition, they are limited by ...
Image Interpretation, Computer-Assisted Fetus Prenatal Diagnosis Humans Brain Pregnancy Female Deep Learning Brain Neoplasms Magnetic Resonance Imaging
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Modeling polypharmacy side effects with graph convolutional networks.

Bioinformatics (Oxford, England) Jul 1, 2018
MOTIVATION: The use of drug combinations, termed polypharmacy, is common to treat patients with complex diseases or co-existing conditions. However, a major consequence of polypharmacy is a much higher risk of adverse side effects for the patient. Po...
Humans Neural Networks, Computer Software Female Drug Interactions Drug-Related Side Effects and Adverse Reactions Polypharmacy Protein Interaction Maps Data Visualization Computational Biology Models, Biological
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