AIMC Topic: Male

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Use of Machine Learning Classifiers and Sensor Data to Detect Neurological Deficit in Stroke Patients.

Journal of medical Internet research Apr 18, 2017
BACKGROUND: The pronator drift test (PDT), a neurological examination, is widely used in clinics to measure motor weakness of stroke patients.
Humans Machine Learning Female Male Stroke Medical Informatics Neurologic Examination
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EEG-Based Computer Aided Diagnosis of Autism Spectrum Disorder Using Wavelet, Entropy, and ANN.

BioMed research international Apr 18, 2017
Autism spectrum disorder (ASD) is a type of neurodevelopmental disorder with core impairments in the social relationships, communication, imagination, or flexibility of thought and restricted repertoire of activity and interest. In this work, a new c...
Wavelet Analysis Male Humans Entropy Diagnosis, Computer-Assisted Neural Networks, Computer Models, Neurological Autism Spectrum Disorder Electroencephalography Female
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Multi-center machine learning in imaging psychiatry: A meta-model approach.

NeuroImage Apr 17, 2017
One of the biggest problems in automated diagnosis of psychiatric disorders from medical images is the lack of sufficiently large samples for training. Sample size is especially important in the case of highly heterogeneous disorders such as schizoph...
Schizophrenia Datasets as Topic Pattern Recognition, Automated Neuroimaging Male Humans Support Vector Machine Female Magnetic Resonance Imaging Multicenter Studies as Topic
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Quantification of task-dependent cortical activation evoked by robotic continuous wrist joint manipulation in chronic hemiparetic stroke.

Journal of neuroengineering and rehabilitation Apr 17, 2017
BACKGROUND: Cortical damage after stroke can drastically impair sensory and motor function of the upper limb, affecting the execution of activities of daily living and quality of life. Motor impairment after stroke has been thoroughly studied, howeve...
Humans Stroke Rehabilitation Proprioception Wrist Joint Somatosensory Cortex Robotics Stroke Female Activities of Daily Living Adult Movement Male Quality of Life
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Physical human-robot interaction of an active pelvis orthosis: toward ergonomic assessment of wearable robots.

Journal of neuroengineering and rehabilitation Apr 14, 2017
BACKGROUND: In human-centered robotics, exoskeletons are becoming relevant for addressing needs in the healthcare and industrial domains. Owing to their close interaction with the user, the safety and ergonomics of these systems are critical design f...
Walking Locomotion Healthy Volunteers Hip Joint Orthotic Devices Ergonomics Lower Extremity Robotics Adult Equipment Design Biomechanical Phenomena Pelvis Male Humans Female
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Automatic feature learning using multichannel ROI based on deep structured algorithms for computerized lung cancer diagnosis.

Computers in biology and medicine Apr 13, 2017
This study aimed to analyze the ability of extracting automatically generated features using deep structured algorithms in lung nodule CT image diagnosis, and compare its performance with traditional computer aided diagnosis (CADx) systems using hand...
Humans Neural Networks, Computer Machine Learning Lung Neoplasms Predictive Value of Tests Tomography, X-Ray Computed Female Male Image Processing, Computer-Assisted
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Impact of knowledge-based iterative model reconstruction on myocardial late iodine enhancement in computed tomography and comparison with cardiac magnetic resonance.

The international journal of cardiovascular imaging Apr 13, 2017
We evaluated the image quality and diagnostic performance of late iodine enhancement computed tomography (LIE-CT) with knowledge-based iterative model reconstruction (IMR) for the detection of myocardial infarction (MI) in comparison with late gadoli...
Myocardium Coronary Angiography Radiographic Image Interpretation, Computer-Assisted Coronary Artery Disease Middle Aged Electrocardiography Contrast Media Predictive Value of Tests Computed Tomography Angiography Coronary Circulation Myocardial Perfusion Imaging Gadolinium DTPA Magnetic Resonance Imaging, Cine Myocardial Infarction Knowledge Bases Observer Variation Multidetector Computed Tomography Humans Retrospective Studies Female Reproducibility of Results Aged Male Cardiac-Gated Imaging Techniques Iopamidol
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Automatic migraine classification via feature selection committee and machine learning techniques over imaging and questionnaire data.

BMC medical informatics and decision making Apr 13, 2017
BACKGROUND: Feature selection methods are commonly used to identify subsets of relevant features to facilitate the construction of models for classification, yet little is known about how feature selection methods perform in diffusion tensor images (...
Pattern Recognition, Automated Neuropsychological Tests Diffusion Tensor Imaging Middle Aged Diagnosis, Computer-Assisted Surveys and Questionnaires Support Vector Machine Algorithms Emotions Humans Female Migraine Disorders Machine Learning Adult Headache Male Advisory Committees
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Depressive Symptoms and Their Interactions With Emotions and Personality Traits Over Time: Interaction Networks in a Psychiatric Clinic.

The primary care companion for CNS disorders Apr 13, 2017
OBJECTIVE: Associations between depression, personality traits, and emotions are complex and reciprocal. The aim of this study is to explore these interactions in dynamical networks and in a linear way over time depending on the severity of depressio...
Neural Networks, Computer Female Young Adult Adult Humans Personality Adolescent Emotions Regression Analysis Male Personality Inventory Middle Aged Psychiatric Status Rating Scales Depression
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Learning from label proportions in brain-computer interfaces: Online unsupervised learning with guarantees.

PloS one Apr 13, 2017
OBJECTIVE: Using traditional approaches, a brain-computer interface (BCI) requires the collection of calibration data for new subjects prior to online use. Calibration time can be reduced or eliminated e.g., by subject-to-subject transfer of a pre-tr...
Evoked Potentials Female Unsupervised Machine Learning Humans Adult Electroencephalography Algorithms Male Internet User-Computer Interface Brain-Computer Interfaces
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