AIMC Topic: Pilots

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Machine learning evaluation model of pilot workload in a low-visibility environment.

Scientific reports Jul 1, 2025
To analyze the variation trend of pilots' workload in a low-visibility flight environment and then put forward a scientific evaluation method, this study set up an experimental platform using an E01-pro simulated flight platform and a PhysioPlux mult...
Humans Machine Learning Adult Heart Rate Markov Chains Pilots Male Electrocardiography Workload
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Recognition of flight cadets brain functional magnetic resonance imaging data based on machine learning analysis.

PloS one Jun 5, 2025
The rapid advancement of the civil aviation industry has attracted significant attention to research on pilots. However, the brain changes experienced by flight cadets following their training remain, to some extent, an unexplored territory compared ...
Bayes Theorem Pilots Aviation Machine Learning Humans Support Vector Machine Young Adult Brain Magnetic Resonance Imaging Adult Female Brain Mapping Male
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Research on fatigue detection of flight trainees based on face EMF feature model combination with PSO-CNN algorithm.

Scientific reports Sep 4, 2024
Even though the capability of aircraft manufacturing has improved, human factors still play a pivotal role in flight accidents. For example, fatigue-related accidents are a common factor in human-led accidents. Hence, pilots' precise fatigue detectio...
Humans Neural Networks, Computer Face Fatigue Accidents, Aviation Machine Learning Algorithms Aircraft Pilots
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Detection of Pilots' Psychological Workload during Turning Phases Using EEG Characteristics.

Sensors (Basel, Switzerland) Aug 10, 2024
Pilot behavior is crucial for aviation safety. This study aims to investigate the EEG characteristics of pilots, refine training assessment methodologies, and bolster flight safety measures. The collected EEG signals underwent initial preprocessing. ...
Aviation Workload Pilots Humans Adult Male Support Vector Machine Electroencephalography
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Enhancing Aviation Safety through AI-Driven Mental Health Management for Pilots and Air Traffic Controllers.

Cyberpsychology, behavior and social networking Jun 25, 2024
This article provides an overview of the mental health challenges faced by pilots and air traffic controllers (ATCs), whose stressful professional lives may negatively impact global flight safety and security. The adverse effects of mental health dis...
Aviation Safety Accidents, Aviation Pilots Mental Disorders Mental Health Humans Artificial Intelligence
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Detecting and Predicting Pilot Mental Workload Using Heart Rate Variability: A Systematic Review.

Sensors (Basel, Switzerland) Jun 7, 2024
Measuring pilot mental workload (MWL) is crucial for enhancing aviation safety. However, MWL is a multi-dimensional construct that could be affected by multiple factors. Particularly, in the context of a more automated cockpit setting, the traditiona...
Workload Heart Rate Pilots Aviation Humans Machine Learning
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Do we need a co-pilot in the operating theatre? A cross-sectional study on surgeons' perceptions.

Scottish medical journal Oct 18, 2023
OBJECTIVE: The aim of this original study was to investigate general surgeons' perceptions on the role of dual surgeon operating for high-risk, elective complex surgical procedures.
Humans Cross-Sectional Studies Surgeons Elective Surgical Procedures Operating Rooms Pilots
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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 ...
Automobile Driving Humans Pilots Technology Automobiles Workload
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AI co-pilot: content-based image retrieval for the reading of rare diseases in chest CT.

Scientific reports Mar 16, 2023
The aim of the study was to evaluate the impact of the newly developed Similar patient search (SPS) Web Service, which supports reading complex lung diseases in computed tomography (CT), on the diagnostic accuracy of residents. SPS is an image-based ...
Reading Tomography, X-Ray Computed Humans Pilots Lung Diseases Artificial Intelligence Rare Diseases
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Psychiatry and Fitness to Fly After Germanwings.

The journal of the American Academy of Psychiatry and the Law Nov 21, 2019
In March 2015, a co-pilot flying Germanwings Flight 9525 deliberately pointed his airplane into a descent, killing himself, five other crew members, and 144 passengers. Subsequent investigation and review teams examined the incident and considered po...
United States Forensic Medicine Germany Accidents, Aviation Humans Certification Disclosure Aerospace Medicine Mental Disorders Mental Health Male Psychiatry Organizational Policy Suicide Pilots Female Government Regulation
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