AIMC Topic: Safety

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Robot-assisted Nipple-sparing Mastectomy with Immediate Breast Reconstruction: An Initial Experience.

Scientific reports Oct 30, 2019
Seeking smaller and indistinct incisions, physicians have attempted endoscopic breast surgery in breast cancer patients. Unfortunately, there are some limitations in the range of movement and visualization of the operation field. Potentially addressi...
Adult Breast Neoplasms Middle Aged Mastectomy, Segmental Postoperative Complications Nipples Time Factors Robotics Feasibility Studies Humans Safety Retrospective Studies Mammaplasty Female
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Detection of Participation and Training Task Difficulty Applied to the Multi-Sensor Systems of Rehabilitation Robots.

Sensors (Basel, Switzerland) Oct 28, 2019
In the process of rehabilitation training for stroke patients, the rehabilitation effect is positively affected by how much physical activity the patients take part in. Most of the signals used to measure the patients' participation are EMG signals o...
Humans Leg Support Vector Machine Man-Machine Systems Robotics Stroke Rehabilitation Safety
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Large-Truck Safety Warning System Based on Lightweight SSD Model.

Computational intelligence and neuroscience Oct 13, 2019
Transportation is an important link in the mining process, and large trucks are one of the important tools for mine transportation. Due to their large size and small driving position, large trucks have a blind spot, which is a hidden danger to the sa...
Motor Vehicles Animals Humans Safety Pattern Recognition, Automated Artificial Intelligence
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Using street view data and machine learning to assess how perception of neighborhood safety influences urban residents' mental health.

Health & place Aug 7, 2019
Previous studies have shown that perceptions of neighborhood safety are associated with various mental health outcomes. However, scant attention has been paid to the mediating pathways by which perception of neighborhood safety affects mental health....
Adult Mental Health Male Humans Machine Learning Female Urban Population Residence Characteristics Personal Satisfaction Exercise China Stress, Psychological Safety Social Environment
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Development of pedestrian crash prediction model for a developing country using artificial neural network.

International journal of injury control and safety promotion Jul 4, 2019
Urban intersections in India constitute a significant share of pedestrian fatalities. However, model-based prediction of pedestrian fatalities is still in a nascent stage in India. This study proposes an artificial neural network (ANN) technique to d...
Environment Design Bayes Theorem Developing Countries Pedestrians Accidents, Traffic Safety Humans Neural Networks, Computer Risk Factors
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Ontology-based specification and generation of search queries for post-market surveillance.

Journal of biomedical semantics May 30, 2019
BACKGROUND: The vigilant observation of medical devices during post-market surveillance (PMS) for identifying safety-relevant incidents is a non-trivial task. A wide range of sources has to be monitored in order to integrate all accessible data about...
Biological Ontologies Product Surveillance, Postmarketing Safety Data Mining Equipment and Supplies
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Applying machine learning approaches to analyze the vulnerable road-users' crashes at statewide traffic analysis zones.

Journal of safety research May 10, 2019
INTRODUCTION: In this paper, we present machine learning techniques to analyze pedestrian and bicycle crash by developing macro-level crash prediction models.
Humans Machine Learning Socioeconomic Factors Bicycling Accidents, Traffic Environment Design Transportation Safety Models, Statistical Motor Vehicles Automobile Driving Pedestrians
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Assessment of pressure pain thresholds in collisions with collaborative robots.

PloS one May 2, 2019
In recent years, safety issues surrounding robots have increased in importance, as more robots are in close contact with humans, both in industrial fields and elsewhere. Safety standards for industrial robots operating in specific spaces have been es...
Pressure Humans Pain Threshold Young Adult Adult Body Mass Index Male Robotics Middle Aged Safety
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Radiation Therapy Quality Assurance Tasks and Tools: The Many Roles of Machine Learning.

Medical physics Mar 4, 2019
The recent explosion in machine learning efforts in the quality assurance (QA) space has produced a variety of proofs-of-concept many with promising results. Expected outcomes of model implementation include improvements in planning time, plan qualit...
Safety Quality Assurance, Health Care Radiotherapy Humans Machine Learning
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Expressway crash risk prediction using back propagation neural network: A brief investigation on safety resilience.

Accident; analysis and prevention Jan 17, 2019
This study presents the work in predicting crash risk on expressways with consideration of both the impact of safety critical events and traffic conditions. The traffic resilience theory is introduced to learn safety problems from the standpoint of 1...
Humans Built Environment Safety China Neural Networks, Computer Automobile Driving Environment Design Computer Simulation Accidents, Traffic Risk Assessment
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