ReviewCurrent pain and headache reports2024
Applications of Artificial Intelligence in Pain Medicine.
Review in Current pain and headache reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed.
- Molecular and Cellular Mechanisms of Spinal Cord Stimulation: Linking Dorsal Horn Circuits, Glia, and ECAP-Guided Therapy.International journal of molecular sciences · 2026Review
- Intelligent system for infants' pain detection: pain intensity estimation using deep learning approach.Physical and engineering sciences in medicine · 2026Article
- The medial prefrontal cortex as an integrative hub in chronic pain: network mechanisms and the enabling role of artificial intelligence.BioPsychoSocial medicine · 2026Article
- Artificial Intelligence, Informatics, and Pain in Aging.Clinics in geriatric medicine · 2026Review
- Rethinking Pain Assessment: Subjective Scales, Biomarkers, and Multimodal Integration.Journal of pain research · 2026Review
- Referential hallucination and clinical reliability in large language models: a comparative analysis using regenerative medicine guidelines for chronic pain.Rheumatology international · 2025Article
- General Innovations in Pain Management.Journal of clinical medicine · 2025Review
- Artificial intelligence-enhanced pain management: the NXTSTIM EcoAI platform.Pain management · 2025Review
- Machine Learning Clinical Decision Support for Interdisciplinary Multimodal Chronic Musculoskeletal Pain Treatment: Prospective Pilot Study of Patient Assessment and Prognostic Profile Validation.JMIR rehabilitation and assistive technologies · 2025Article
- Global trends in artificial intelligence research in anesthesia from 2000 to 2023: a bibliometric analysis.Perioperative medicine (London, England) · 2025Review
- Exploring the Capacity of Large Language Models to Assess the Chronic Pain Experience: Algorithm Development and Validation.Journal of medical Internet research · 2025Article
- Biases in Artificial Intelligence Application in Pain Medicine.Journal of pain research · 2025Review
- Chronic Pain in Italy: Turning Numbers Into Actionable Solutions.Pain research & management · 2025Review
- Artificial Intelligence and Medical Education (2013-2024): A Scopus-Based Bibliometric Analysis.The East African health research journal · 2025Article
- Artificial Intelligence-Driven Diagnostic Processes and Comprehensive Multimodal Models in Pain Medicine.Journal of personalized medicine · 2024Review
- The Role of Virtual Reality and Artificial Intelligence in Cognitive Pain Therapy: A Narrative Review.Current pain and headache reports · 2024Review
- Artificial Intelligence Enhanced Virtual Reality: A Personalized, Multilingual Approach to Pain Management.Journal of medical extended reality · 2024Article
- Artificial intelligence and pain management: cautiously optimistic.Pain management · 2024Article
- A narrative review of AI monitoring in postoperative pain management and functional rehabilitation for spinal cord injury.Frontiers in neurologyReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purpose of reviewThis review explores the current applications of artificial intelligence (AI) in the field of pain medicine with a focus on machine learning. RECENT
findingsUtilizing a literature search conducted through the PubMed database, several current trends were identified, including the use of AI as a tool for diagnostics, predicting pain progression, predicting treatment response, and performance of therapy and pain management. Results of these studies show promise for the improvement of patient outcomes. Current gaps in the research and subsequent directions for future study involve AI in optimizing and improving nerve stimulation and more thoroughly predicting patients' responses to treatment.
Indexed as
Identifiers
38345695What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.