Role of Artificial Intelligence and Machine Learning in the prediction of the pain: A scoping systematic review
R Sankaran, A Kumar… - Proceedings of the …, 2022 - journals.sagepub.com
Artificial Intelligence in healthcare is growing quickly in diagnostics and treatment
management. Despite the quantity and variety of studies its role in clinical care is not clear …
management. Despite the quantity and variety of studies its role in clinical care is not clear …
[PDF][PDF] The analysis of pain research through the lens of artificial intelligence and machine learning
JN Nagireddi, AK Vyas, MR Sanapati… - Pain …, 2022 - painphysicianjournal.com
Background: Traditional pain assessment methods have significant limitations due to the
high variability in patient reported pain scores and perception of pain by different individuals …
high variability in patient reported pain scores and perception of pain by different individuals …
Incorporation of “Artificial Intelligence” for Objective Pain Assessment: A Comprehensive Review
SN El-Tallawy, JV Pergolizzi, I Vasiliu-Feltes… - Pain and Therapy, 2024 - Springer
Pain is a significant health issue, and pain assessment is essential for proper diagnosis,
follow-up, and effective management of pain. The conventional methods of pain assessment …
follow-up, and effective management of pain. The conventional methods of pain assessment …
[PDF][PDF] Explainable AI (XAI) Applied in Machine Learning for Pain Modeling: A Review. Technologies 2022, 10, 74
Pain is a complex term that describes various sensations that create discomfort in various
ways or types inside the human body. Generally, pain has consequences that range from …
ways or types inside the human body. Generally, pain has consequences that range from …
Applications of Artificial Intelligence in Pain Medicine
A Abd-Elsayed, CL Robinson, Z Marshall… - Current Pain and …, 2024 - Springer
Abstract Purpose of Review This review explores the current applications of artificial
intelligence (AI) in the field of pain medicine with a focus on machine learning. Recent …
intelligence (AI) in the field of pain medicine with a focus on machine learning. Recent …
[HTML][HTML] Automatic assessment of pain based on deep learning methods: A systematic review
S Gkikas, M Tsiknakis - Computer methods and programs in biomedicine, 2023 - Elsevier
Abstract Background and Objective: The automatic assessment of pain is vital in designing
optimal pain management interventions focused on reducing suffering and preventing the …
optimal pain management interventions focused on reducing suffering and preventing the …
Explainable ai (xai) applied in machine learning for pain modeling: A review
Pain is a complex term that describes various sensations that create discomfort in various
ways or types inside the human body. Generally, pain has consequences that range from …
ways or types inside the human body. Generally, pain has consequences that range from …
Machine learning in pain medicine: an up-to-date systematic review
Introduction Pain is the unpleasant sensation and emotional experience that leads to poor
quality of life for millions of people worldwide. Considering the complexity in understanding …
quality of life for millions of people worldwide. Considering the complexity in understanding …
Using artificial intelligence to improve pain assessment and pain management: a scoping review
Context Over 20% of US adults report they experience pain on most days or every day.
Uncontrolled pain has led to increased healthcare utilization, hospitalization, emergency …
Uncontrolled pain has led to increased healthcare utilization, hospitalization, emergency …
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) …