ReviewPain2018
Machine learning in pain research.
Review in Pain, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 83 papers, 1 of them a synthesis that pooled it.
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.
A Pilot Study to Quantify the Autonomic Nervous System Balance in Healthy, Able-Bodied Individuals
Unveiling Physiological and Psychosocial Pain Components with an Artificial Intelligence Based Telemonitoring Tool (pAIn-sense)
Who cites it
83 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The usefulness of artificial intelligence in breast reconstruction: a systematic review.Breast cancer (Tokyo, Japan) · 2024Pooled it
- Multidimensional pain patterns in Parkinson's disease: a longitudinal mobile health study.Journal of neural transmission (Vienna, Austria : 1996) · 2026Article
- Artificial intelligence-based prognostic modeling in temporomandibular disorders and chronic orofacial pain: a critical conceptual review.Journal of oral & facial pain and headache · 2026Review
- Artificial Intelligence in Neuropathic Pain: From Mechanisms to Neuromodulation and Regenerative Strategies.Current pain and headache reports · 2026Review
- Connectivity-Based Pain Recognition from fNIRS: Parsimonious Subject-Independent Classification.Sensors (Basel, Switzerland) · 2026Article
- Resolving Interpretation Challenges in Machine Learning Feature Selection With an Iterative Approach in Biomedical Pain Data.European journal of pain (London, England) · 2026Article
- AI-Driven vision large language framework for pediatric pain assessment.Frontiers in pediatrics · 2026Article
- Defining and validating a multidimensional digital metric of health states in chronic back and leg pain.NPJ digital medicine · 2025Article
- [Creation of Patient Profiles and a Screening Tool for Individuals with Pain].Farmaceuticos comunitarios · 2025Article
- Predicting acute postsurgical pain in the postanesthesia care unit: risk tool development and internal validation.Pain reports · 2025Article
- Perioperative Wearable Device Features are associated with Moderate-to-Severe Chronic Pain after Surgery in the "All of Us" Research Program.medRxiv : the preprint server for health sciences · 2025Article
- Utilizing Artificial Intelligence for the Diagnosis, Assessment, and Management of Chronic Pain.Journal of biomedical physics & engineering · 2025Review
- Mini-review: Perioperative pain management in gynecologic oncology - strategies and future directions.Gynecologic oncology reports · 2025Review
- Classifying social and physical pain from multimodal physiological signals using machine learning.Scientific reports · 2025Article
- Research status, hotspots and perspectives of artificial intelligence applied to pain management: a bibliometric and visual analysis.Updates in surgery · 2025Article
- The need for epistemic humility in AI-assisted pain assessment.Medicine, health care, and philosophy · 2025Article
- A machine learning-based framework for predicting postpartum chronic pain: a retrospective study.BMC medical informatics and decision making · 2025Article
- Integrating multidimensional data analytics for precision diagnosis of chronic low back pain.Scientific reports · 2025Article
- Assessing signs of central sensitization: A critical review of physiological measures in experimentally induced secondary hyperalgesia.European journal of pain (London, England) · 2025Review
- Generalisation of EEG-Based Pain Biomarker Classification for Predicting Central Neuropathic Pain in Subacute Spinal Cord Injury.Biomedicines · 2025Article
23 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What 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.