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Artificial intelligence for automatic pain assessment: research methods and perspectives
M Cascella, D Schiavo, A Cuomo… - Pain Research and …, 2023 - Wiley Online Library
Although proper pain evaluation is mandatory for establishing the appropriate therapy, self‐
reported pain level assessment has several limitations. Data‐driven artificial intelligence (AI) …
reported pain level assessment has several limitations. Data‐driven artificial intelligence (AI) …
Automatic recognition methods supporting pain assessment: A survey
Pain is a complex phenomenon, involving sensory and emotional experience, that is often
poorly understood, especially in infants, anesthetized patients, and others who cannot …
poorly understood, especially in infants, anesthetized patients, and others who cannot …
A survey on computer vision for assistive medical diagnosis from faces
Automatic medical diagnosis is an emerging center of interest in computer vision as it
provides unobtrusive objective information on a patient's condition. The face, as a mirror of …
provides unobtrusive objective information on a patient's condition. The face, as a mirror of …
Automatic pain assessment with facial activity descriptors
Pain is a primary symptom in medicine, and accurate assessment is needed for proper
treatment. However, today's pain assessment methods are not sufficiently valid and reliable …
treatment. However, today's pain assessment methods are not sufficiently valid and reliable …
[HTML][HTML] Pain assessment tool with electrodermal activity for postoperative patients: method validation study
Background Accurate, objective pain assessment is required in the health care domain and
clinical settings for appropriate pain management. Automated, objective pain detection from …
clinical settings for appropriate pain management. Automated, objective pain detection from …
Automatic detection of pain from facial expressions: a survey
T Hassan, D Seuß, J Wollenberg… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Pain sensation is essential for survival, since it draws attention to physical threat to the body.
Pain assessment is usually done through self-reports. However, self-assessment of pain is …
Pain assessment is usually done through self-reports. However, self-assessment of pain is …
Automatic pain recognition from video and biomedical signals
How much does it hurt? Accurate assessment of pain is very important for selecting the right
treatment, however current methods are not sufficiently valid and reliable in many cases …
treatment, however current methods are not sufficiently valid and reliable in many cases …
A review of automated pain assessment in infants: features, classification tasks, and databases
Bedside caregivers assess infants' pain at constant intervals by observing specific
behavioral and physiological signs of pain. This standard has two main limitations. The first …
behavioral and physiological signs of pain. This standard has two main limitations. The first …
Vision-based patient monitoring: a comprehensive review of algorithms and technologies
Vision-based monitoring for assisted living is gaining increasing attention, especially in multi-
modal monitoring systems owing to the several advantages of vision-based sensors. In this …
modal monitoring systems owing to the several advantages of vision-based sensors. In this …
A spatiotemporal convolutional neural network for automatic pain intensity estimation from facial dynamics
Devising computational models for detecting abnormalities reflective of diseases from facial
structures is a novel and emerging field of research in automatic face analysis. In this paper …
structures is a novel and emerging field of research in automatic face analysis. In this paper …