Using artificial intelligence to improve pain assessment and pain management: a scoping review

M Zhang, L Zhu, SY Lin, K Herr, CL Chi… - Journal of the …, 2023 - academic.oup.com
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 …

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 …

[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 …

Machine learning in pain medicine: an up-to-date systematic review

M Matsangidou, A Liampas, M Pittara, CS Pattichi… - Pain and therapy, 2021 - Springer
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 …

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) …

Artificial intelligence and pain medicine: an introduction

JM Hagedorn, TK George, R Aiyer… - Journal of Pain …, 2024 - Taylor & Francis
Artificial intelligence was introduced 60 years ago and has evolved immensely since that
time. While artificial intelligence is found in nearly all aspects of our life, the use of artificial …

Machine learning in chronic pain research: a scoping review

MDK Jenssen, PA Bakkevoll, PD Ngo, A Budrionis… - Applied Sciences, 2021 - mdpi.com
Given the high prevalence and associated cost of chronic pain, it has a significant impact on
individuals and society. Improvements in the treatment and management of chronic pain …

[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 …

Knowledge discovery in clinical decision support systems for pain management: a systematic review

N Pombo, P Araújo, J Viana - Artificial intelligence in medicine, 2014 - Elsevier
Objective The occurrence of pain accounts for billions of dollars in annual medical
expenditures; loss of quality of life and decreased worker productivity contribute to indirect …

[HTML][HTML] Artificial Intelligence (AI) to improve chronic pain care: Evidence of AI learning

JD Piette, S Newman, SL Krein, N Marinec… - Intelligence-Based …, 2022 - Elsevier
Abstract Objective We examined whether Cognitive Behavioral Therapy for chronic pain
(CBT-CP) driven by artificial intelligence (ie, AI-CBT-CP) increased its effectiveness through …