[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 …
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
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 …
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
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 …
[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 …
[HTML][HTML] Chronic pain diagnosis using machine learning, questionnaires, and QST: a sensitivity experiment
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 …
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 …
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
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 …
Reducing opioid prescriptions by identifying responders on topical analgesic treatment using an individualized medicine and predictive analytics approach
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 …
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 …
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 …
therapy and research. This poses problems for analyses with classical approaches, which is …