[HTML][HTML] 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] Cracking the Chronic Pain code: A scoping review of Artificial Intelligence in Chronic Pain research

MA Khan, RGL Koh, S Rashidiani, T Liu, V Tucci… - Artificial Intelligence in …, 2024 - Elsevier
Objective: The aim of this review is to identify gaps and provide a direction for future
research in the utilization of Artificial Intelligence (AI) in chronic pain (CP) management …

[HTML][HTML] 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 …

[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 …

[HTML][HTML] Chronic pain diagnosis using machine learning, questionnaires, and QST: a sensitivity experiment

AN Santana, CN de Santana, P Montoya - Diagnostics, 2020 - mdpi.com
In the last decade, machine learning has been widely used in different fields, especially
because of its capacity to work with complex data. With the support of machine learning …

[HTML][HTML] Machine learning in pain research

J Lötsch, A Ultsch - Pain, 2018 - journals.lww.com
Pain and pain chronification are incompletely understood and unresolved medical problems
that continue to have a high prevalence. 14 It has been accepted that pain is a complex …

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 …

Reducing opioid prescriptions by identifying responders on topical analgesic treatment using an individualized medicine and predictive analytics approach

J Gudin, S Mavroudi, A Korfiati, K Theofilatos… - Journal of pain …, 2020 - Taylor & Francis
Purpose Chronic pain is a life changing condition, and non-opioid treatments have been
lately introduced to overcome the addictive nature of opioid therapies and their side effects …

[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 …

[HTML][HTML] Artificial intelligence and machine learning in pain research: a data scientometric analysis

J Lötsch, A Ultsch, B Mayer, D Kringel - Pain Reports, 2022 - journals.lww.com
The collection of increasing amounts of data in health care has become relevant for pain
therapy and research. This poses problems for analyses with classical approaches, which is …