AIMC Topic: Firefighters

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Enabling Remote Responder Bio-Signal Monitoring in a Cooperative Human-Robot Architecture for Search and Rescue.

Sensors (Basel, Switzerland) Dec 21, 2022
The roles of emergency responders are challenging and often physically demanding, so it is essential that their duties are performed safely and effectively. In this article, we address real-time bio-signal sensor monitoring for responders in disaster...
Humans Firefighters Robotics Rescue Work Communication
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Using Deep Learning with Thermal Imaging for Human Detection in Heavy Smoke Scenarios.

Sensors (Basel, Switzerland) Jul 18, 2022
In this study, we propose using a thermal imaging camera (TIC) with a deep learning model as an intelligent human detection approach during emergency evacuations in a low-visibility smoky fire scenarios. We use low-wavelength infrared (LWIR) images t...
Deep Learning Fires Humans Firefighters Smoke
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Preventing and Monitoring Work-Related Diseases in Firefighters: A Literature Review on Sensor-Based Systems and Future Perspectives in Robotic Devices.

International journal of environmental research and public health Sep 15, 2021
In recent years, the necessity to prevent work-related diseases has led to the use of sensor-based systems to measure important features during working activities. This topic achieved great popularity especially in hazardous and demanding activities ...
Movement Firefighters Exoskeleton Device Monitoring, Physiologic Robotics Humans
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PEDF, a pleiotropic WTC-LI biomarker: Machine learning biomarker identification and validation.

PLoS computational biology Jul 21, 2021
Biomarkers predict World Trade Center-Lung Injury (WTC-LI); however, there remains unaddressed multicollinearity in our serum cytokines, chemokines, and high-throughput platform datasets used to phenotype WTC-disease. To address this concern, we used...
Longitudinal Studies Eye Proteins Models, Statistical Male Middle Aged Humans Sensitivity and Specificity Machine Learning Firefighters Reproducibility of Results Serpins Lung Injury Adult Biomarkers Inhalation Exposure September 11 Terrorist Attacks Occupational Diseases Nerve Growth Factors
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Relationship between Firefighter Physical Fitness and Special Ability Performance: Predictive Research Based on Machine Learning Algorithms.

International journal of environmental research and public health Oct 21, 2020
Firefighters require a high level of physical fitness to meet the demands of their job. The correlations and contributions of individual physical health parameters to the tasks of firefighting would enable firefighters to focus on the effects of spec...
Firefighters Oxygen Physical Fitness Machine Learning Humans Oxygen Consumption Algorithms
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Dual-Mode Temperature-Pressure MXene Sensor for Enhanced Firefighter Safety and Deep Learning-Enhanced Smart Gloves.

ACS applied materials & interfaces Jul 2, 2025
Dual-mode sensors capable of detecting multiple physical stimuli simultaneously offer significant advantages for advanced applications in human-machine interaction, robotics, and healthcare. However, the flammability of conventional materials limits ...
Wearable Electronic Devices Pressure Deep Learning Transition Elements Nitrites Firefighters Gloves, Protective Temperature Humans
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