AIMC Topic: Wounds and Injuries

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Machine learning without borders? An adaptable tool to optimize mortality prediction in diverse clinical settings.

The journal of trauma and acute care surgery Nov 1, 2018
BACKGROUND: Mortality prediction aids clinical decision making and is necessary for quality improvement initiatives. Validated metrics rely on prespecified variables and often require advanced diagnostics, which are unfeasible in resource-constrained...
Health Services Accessibility Area Under Curve ROC Curve United States Partial Thromboplastin Time Female Wounds and Injuries Adult Developed Countries South Africa Developing Countries Middle Aged Cameroon Male Machine Learning Forecasting Humans
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Artificial intelligence can predict daily trauma volume and average acuity.

The journal of trauma and acute care surgery Aug 1, 2018
BACKGROUND: The goal of this study was to integrate temporal and weather data in order to create an artificial neural network (ANN) to predict trauma volume, the number of emergent operative cases, and average daily acuity at a Level I trauma center.
Female Male Neural Networks, Computer Databases, Factual Injury Severity Score Wounds and Injuries Tennessee Predictive Value of Tests Emergency Service, Hospital Humans Trauma Centers
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Machine Learning for Predicting Outcomes in Trauma.

Shock (Augusta, Ga.) Nov 1, 2017
To date, there are no reviews on machine learning (ML) for predicting outcomes in trauma. Consequently, it remains unclear as to how ML-based prediction models compare in the triage and assessment of trauma patients. The objective of this review was ...
Hospitalization Brain Injuries, Traumatic Wounds and Injuries Algorithms Prospective Studies Humans Machine Learning
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Fuzzy Logic to Determine the Likelihood of Survival for Trauma Injury Patients.

Studies in health technology and informatics Jan 1, 2017
A system to determine the likelihood of survival for trauma injury patients is being developed. It uses a fuzzy logic approach that can model complex processes without reliance on sophisticated mathematical formulations and may have the potential to ...
Humans Prognosis Wounds and Injuries Mathematics Fuzzy Logic
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Robotic surgery in trauma and orthopaedics: a systematic review.

The bone & joint journal Mar 1, 2015
The use of robots in orthopaedic surgery is an emerging field that is gaining momentum. It has the potential for significant improvements in surgical planning, accuracy of component implantation and patient safety. Advocates of robot-assisted systems...
Surgery, Computer-Assisted Wounds and Injuries Arthroplasty, Replacement Orthopedic Procedures Robotics Diagnostic Imaging Humans
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Robotic surgery: edge of tomorrow?

The bone & joint journal Mar 1, 2015
Humans Wounds and Injuries Orthopedic Procedures Robotics Surgery, Computer-Assisted
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[Rehabilitation].

Der Unfallchirurg Feb 1, 2015
Humans Forecasting Rehabilitation Therapy, Computer-Assisted Wounds and Injuries Physical Therapy Modalities Robotics Germany
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Double closed-loop cascade control for lower limb exoskeleton with elastic actuation.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2015
Unlike traditional rigid actuators, the significant features of Series Elastic Actuator (SEA) are stable torque control, lower output impedance, impact resistance and energy storage. Recently, SEA has been applied in many exoskeletons. In such applic...
Orthotic Devices Rehabilitation Equipment Design Movement Torque Lower Extremity Humans Wounds and Injuries Robotics Models, Theoretical
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