AIMC Topic: Workload

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Investigating mental workload caused by NDRTs in highly automated driving with deep learning.

Traffic injury prevention Jan 19, 2024
OBJECTIVE: This study aimed to examine the impact of non-driving-related tasks (NDRTs) on drivers in highly automated driving scenarios and sought to develop a deep learning model for classifying mental workload using electroencephalography (EEG) sig...
Humans Accidents, Traffic Automobile Driving Task Performance and Analysis Deep Learning Electroencephalography Workload
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Artificial intelligence for triaging of breast cancer screening mammograms and workload reduction: A meta-analysis of a deep learning software.

Journal of medical screening Dec 20, 2023
OBJECTIVE: Deep learning (DL) has shown promising results for improving mammographic breast cancer diagnosis. However, the impact of artificial intelligence (AI) on the breast cancer screening process has not yet been fully elucidated in terms of pot...
Triage Workload Software Early Detection of Cancer Female Mammography Sensitivity and Specificity Humans Breast Neoplasms Deep Learning
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Usability study of a smart transfer-assistive robot with dual arms for care workers.

Disability and rehabilitation. Assistive technology Nov 29, 2023
PURPOSE: The predicted global labor shortages and health problems for long-term care workers can be addressed by care robots. We have developed a smart transfer-assistive robot with dual arms to assist in patient transfers. This study aims to evaluat...
Middle Aged Surveys and Questionnaires Robotics Adult Male Moving and Lifting Patients Long-Term Care Equipment Design Workload Self-Help Devices Humans Female
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Miner Fatigue Detection from Electroencephalogram-Based Relative Power Spectral Topography Using Convolutional Neural Network.

Sensors (Basel, Switzerland) Nov 9, 2023
Fatigue of miners is caused by intensive workloads, long working hours, and shift-work schedules. It is one of the major factors increasing the risk of safety problems and work mistakes. Examining the detection of miner fatigue is important because i...
Neural Networks, Computer Workload Coal Machine Learning Electroencephalography
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Eye-Tracking in Physical Human-Robot Interaction: Mental Workload and Performance Prediction.

Human factors Oct 4, 2023
BACKGROUND: In Physical Human-Robot Interaction (pHRI), the need to learn the robot's motor-control dynamics is associated with increased cognitive load. Eye-tracking metrics can help understand the dynamics of fluctuating mental workload over the co...
Psychomotor Performance Task Performance and Analysis Man-Machine Systems Eye Movements Robotics Workload Male Eye-Tracking Technology Humans Reproducibility of Results Female Young Adult Adult
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The impact of co-pilot displays use on driver workload and driving performance exploring the impact of co-pilot display on drivers' workload and driving performance.

Applied ergonomics Sep 22, 2023
New production vehicles equipped with multiple screens have various functions and technologies at the user's fingertips that create informative and immersive cockpits not only for the driver but also for the passenger. Despite the growing popularity ...
Pilots Automobiles Humans Workload Technology Automobile Driving
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Use of artificial intelligence in triaging of chest radiographs to reduce radiologists' workload.

European radiology Aug 24, 2023
OBJECTIVES: To evaluate whether deep learning-based detection algorithms (DLD)-based triaging can reduce outpatient chest radiograph interpretation workload while maintaining noninferior sensitivity.
Retrospective Studies Aged Adult Sensitivity and Specificity Middle Aged Humans Artificial Intelligence Radiography, Thoracic Radiography Radiologists Workload Deep Learning Triage
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Improving chest X-ray report generation by leveraging warm starting.

Artificial intelligence in medicine Aug 19, 2023
Automatically generating a report from a patient's Chest X-rays (CXRs) is a promising solution to reducing clinical workload and improving patient care. However, current CXR report generators-which are predominantly encoder-to-decoder models-lack the...
X-Rays Humans Natural Language Processing Workload
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Human-Robot Interaction in Agriculture: A Systematic Review.

Sensors (Basel, Switzerland) Jul 28, 2023
In the pursuit of optimizing the efficiency, flexibility, and adaptability of agricultural practices, human-robot interaction (HRI) has emerged in agriculture. Enabled by the ongoing advancement in information and communication technologies, this app...
Workload Humans Communication Agriculture Robotics
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Residents perform better technically, have less stress and workload, and prefer robotic to laparoscopic technique during inanimate simulation.

Surgical endoscopy Jul 3, 2023
INTRODUCTION: With the widespread adoption of minimally invasive surgery, there is a growing need for surgical residents to be trained by a procedure-specific curriculum. This study aimed to evaluate the technical performance and feedback of surgical...
Clinical Competence Robotics Laparoscopy Humans Internship and Residency Simulation Training Robotic Surgical Procedures Workload Curriculum
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