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Male - AI Medical Compendium

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Mining heart disease risk factors in clinical text with named entity recognition and distributional semantic models.

Journal of biomedical informatics Aug 21, 2015
We present the design, and analyze the performance of a multi-stage natural language processing system employing named entity recognition, Bayesian statistics, and rule logic to identify and characterize heart disease risk factor events in diabetic p...
Humans Electronic Health Records Female Aged Natural Language Processing Confidentiality Data Mining Semantics Pattern Recognition, Automated Computer Security Vocabulary, Controlled Diabetes Complications Wisconsin Incidence Male Cohort Studies Cardiovascular Diseases Longitudinal Studies Middle Aged Models, Statistical Risk Assessment Narration Comorbidity
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Accuracy of Robotic Radiosurgical Liver Treatment Throughout the Respiratory Cycle.

International journal of radiation oncology, biology, physics Aug 21, 2015
PURPOSE: To quantify random uncertainties in robotic radiosurgical treatment of liver lesions with real-time respiratory motion management.
Humans Robotics Retrospective Studies Radiography Female Radiotherapy Planning, Computer-Assisted Particle Accelerators Aged Linear Models Fiducial Markers Aged, 80 and over Respiration Male Radiosurgery Middle Aged Liver Neoplasms Dose Fractionation, Radiation Movement Uncertainty Radiotherapy Setup Errors
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Statistical Machines for Trauma Hospital Outcomes Research: Application to the PRospective, Observational, Multi-Center Major Trauma Transfusion (PROMMTT) Study.

PloS one Aug 21, 2015
Improving the treatment of trauma, a leading cause of death worldwide, is of great clinical and public health interest. This analysis introduces flexible statistical methods for estimating center-level effects on individual outcomes in the context of...
Adult Humans Machine Learning Male Prospective Studies Middle Aged Female Hospital Mortality Multiple Trauma Trauma Centers Outcome Assessment, Health Care Survival Analysis Hemorrhage Injury Severity Score Blood Component Transfusion
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A study on a robot arm driven by three-dimensional trajectories predicted from non-invasive neural signals.

Biomedical engineering online Aug 20, 2015
BACKGROUND: A brain-machine interface (BMI) should be able to help people with disabilities by replacing their lost motor functions. To replace lost functions, robot arms have been developed that are controlled by invasive neural signals. Although in...
Brain Female Young Adult Adult Male Humans Hand Arm Brain-Computer Interfaces Magnetoencephalography Hand Strength Robotics Electroencephalography Signal Processing, Computer-Assisted
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Effects of a wearable exoskeleton stride management assist system (SMA®) on spatiotemporal gait characteristics in individuals after stroke: a randomized controlled trial.

Journal of neuroengineering and rehabilitation Aug 20, 2015
BACKGROUND: Robots offer an alternative, potentially advantageous method of providing repetitive, high-dosage, and high-intensity training to address the gait impairments caused by stroke. In this study, we compared the effects of the Stride Manageme...
Torque Paresis Physical Education and Training Stroke Rehabilitation Gait Disorders, Neurologic Follow-Up Studies Robotics Stroke Female Walking Aged Gait Aged, 80 and over Young Adult Adult Biomechanical Phenomena Male Middle Aged Adolescent Treatment Outcome Humans
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Individual prediction of chronic motor outcome in the acute post-stroke stage: Behavioral parameters versus functional imaging.

Human brain mapping Aug 19, 2015
Several neurobiological factors have been found to correlate with functional recovery after brain lesions. However, predicting the individual potential of recovery remains difficult. Here we used multivariate support vector machine (SVM) classificati...
Stroke Cerebellum Outcome Assessment, Health Care Individuality Motor Cortex Humans Movement Disorders Prognosis Female Middle Aged Support Vector Machine Magnetic Resonance Imaging Recovery of Function Predictive Value of Tests Aged Aged, 80 and over Adult Male
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Sleep stage classification with ECG and respiratory effort.

Physiological measurement Aug 19, 2015
Automatic sleep stage classification with cardiorespiratory signals has attracted increasing attention. In contrast to the traditional manual scoring based on polysomnography, these signals can be measured using advanced unobtrusive techniques that a...
Electrocardiography Humans Signal Processing, Computer-Assisted Machine Learning Respiration Female Sleep Stages Adult Autonomic Nervous System Male
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The Expanding Role of Endoscopic Robotics in Mitral Valve Surgery: 1,257 Consecutive Procedures.

The Annals of thoracic surgery Aug 18, 2015
BACKGROUND: The role of robotic instruments in mitral valve (MV) surgery continues to evolve. The purpose of this study was to assess the safety, efficacy, and scope of MV surgery using a lateral endoscopic approach with robotics (LEAR) technique.
Equipment Design Mitral Valve Mitral Valve Insufficiency Heart Valve Prosthesis Implantation Echocardiography, Transesophageal Male Middle Aged Treatment Outcome Retrospective Studies Follow-Up Studies Humans Tomography, X-Ray Computed Robotics Female Endoscopy
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Editorial Comment.

Urology Aug 18, 2015
Urination Prostatectomy Urinary Incontinence Humans Male Quality of Life Robotics Prostatic Neoplasms
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Automated Cognitive Health Assessment From Smart Home-Based Behavior Data.

IEEE journal of biomedical and health informatics Aug 17, 2015
Smart home technologies offer potential benefits for assisting clinicians by automating health monitoring and well-being assessment. In this paper, we examine the actual benefits of smart home-based analysis by monitoring daily behavior in the home a...
Algorithms Female Aged Aged, 80 and over Male Humans Machine Learning Signal Processing, Computer-Assisted Monitoring, Ambulatory Human Activities Home Care Services
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