AIMC Topic: Male

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Head Motion and Head Gesture-Based Robot Control: A Usability Study.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jan 1, 2018
The assistive robot system adaptive head motion control for user-friendly support (AMiCUS) has been developed to increase the autonomy of motion impaired people. The six degrees of freedom robot arm with gripper is controlled with head motion and hea...
Activities of Daily Living Healthy Volunteers Patient Satisfaction Male Calibration Middle Aged Gestures Age Factors Robotics Humans Man-Machine Systems Female Self-Help Devices Young Adult Head Movements Adult Quadriplegia
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A Deep Learning Approach to Digitally Stain Optical Coherence Tomography Images of the Optic Nerve Head.

Investigative ophthalmology & visual science Jan 1, 2018
PURPOSE: To develop a deep learning approach to digitally stain optical coherence tomography (OCT) images of the optic nerve head (ONH).
Reproducibility of Results Adult Male Middle Aged Tomography, Optical Coherence Glaucoma Machine Learning Algorithms Female Humans Nerve Fibers Optic Disk Retinal Ganglion Cells Visual Fields
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Postoperative neonatal mortality prediction using superlearning.

The Journal of surgical research Jan 1, 2018
BACKGROUND: The variable risks associated with neonatal surgery present a challenge to accurate mortality prediction. We aimed to apply superlearning, an ensemble machine learning method, to the prediction of 30-day neonatal postoperative mortality.
Surgical Procedures, Operative Infant, Premature Infant United States Models, Theoretical Machine Learning Humans Infant Mortality Algorithms Female Infant, Newborn Male
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Refining Prediction in Treatment-Resistant Depression: Results of Machine Learning Analyses in the TRD III Sample.

The Journal of clinical psychiatry Jan 1, 2018
OBJECTIVE: The study objective was to generate a prediction model for treatment-resistant depression (TRD) using machine learning featuring a large set of 47 clinical and sociodemographic predictors of treatment outcome.
Female Adult Male Middle Aged Depressive Disorder, Major Treatment Outcome Models, Statistical Antidepressive Agents Depressive Disorder, Treatment-Resistant Humans Machine Learning Forecasting
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Single subject transcriptome analysis to identify functionally signed gene set or pathway activity.

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing Jan 1, 2018
Analysis of single-subject transcriptome response data is an unmet need of precision medicine, made challenging by the high dimension, dynamic nature and difficulty in extracting meaningful signals from biological or stochastic noise. We have propose...
Databases, Genetic Male Mice, Inbred C57BL Mice, Inbred Strains Humans Gene Expression Profiling Mice, 129 Strain Gene Regulatory Networks Precision Medicine Diet, High-Fat Mice, Inbred DBA Mice Female Gene Ontology Mice, Inbred NZB Computational Biology Animals Oligonucleotide Array Sequence Analysis
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Mapping Patient Trajectories using Longitudinal Extraction and Deep Learning in the MIMIC-III Critical Care Database.

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing Jan 1, 2018
Electronic Health Records (EHRs) contain a wealth of patient data useful to biomedical researchers. At present, both the extraction of data and methods for analyses are frequently designed to work with a single snapshot of a patient's record. Health ...
Male Computational Biology Unsupervised Machine Learning Supervised Machine Learning Critical Care Machine Learning Databases, Factual Electronic Health Records Female Humans
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Population-Based Analysis of Histologically Confirmed Melanocytic Proliferations Using Natural Language Processing.

JAMA dermatology Jan 1, 2018
IMPORTANCE: Population-based information on the distribution of histologic diagnoses associated with skin biopsies is unknown. Electronic medical records (EMRs) enable automated extraction of pathology report data to improve our epidemiologic underst...
Melanoma, Cutaneous Malignant SEER Program Immunohistochemistry Biopsy, Needle Melanocytes Middle Aged United States Cell Proliferation Natural Language Processing Humans Electronic Health Records Female Melanoma Skin Neoplasms Aged Adult Cross-Sectional Studies Male
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Using Robotics to Quantify Impairments in Sensorimotor Ability, Visuospatial Attention, Working Memory, and Executive Function After Traumatic Brain Injury.

The Journal of head trauma rehabilitation Jan 1, 2018
OBJECTIVE: To investigate the use of a robotic assessment tool to quantify sensorimotor, visuospatial attention, and executive function impairments in individuals with traumatic brain injury (TBI).
Male Middle Aged Canada Follow-Up Studies Brain Injuries, Traumatic Humans Prospective Studies Female Adult Injury Severity Score Motor Skills Psychomotor Disorders Executive Function Glasgow Coma Scale Robotics Disability Evaluation Memory, Short-Term Attention Psychomotor Performance
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Discovering Pediatric Asthma Phenotypes on the Basis of Response to Controller Medication Using Machine Learning.

Annals of the American Thoracic Society Jan 1, 2018
RATIONALE: Pediatric asthma has variable underlying inflammation and symptom control. Approaches to addressing this heterogeneity, such as clustering methods to find phenotypes and predict outcomes, have been investigated. However, clustering based o...
Female Asthma Male Severity of Illness Index Child Humans Machine Learning Algorithms Phenotype Precision Medicine Anti-Asthmatic Agents Bronchodilator Agents Treatment Outcome Pediatric Obesity Eosinophils Models, Biological
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Smooth leader or sharp follower? Playing the mirror game with a robot.

Restorative neurology and neuroscience Jan 1, 2018
BACKGROUND: The increasing number of opportunities for human-robot interactions in various settings, from industry through home use to rehabilitation, creates a need to understand how to best personalize human-robot interactions to fit both the user ...
Adult Male Surveys and Questionnaires Arm User-Computer Interface Humans Psychomotor Performance Robotics Female Individuality Young Adult Movement Imagination
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