ReviewClinics and practice2023
Telemedicine, E-Health, and Multi-Agent Systems for Chronic Pain Management.
Review in Clinics and practice, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 48 citations in OpenAlex.
- Efficacy of eHealth Interventions for Hemodialysis Patients: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Emerging technologies in interventional pain management: a scoping review on current innovations and future directions.BMC anesthesiology · 2026Article
- Effects of a patient-controlled analgesia pump management model based on a wireless analgesic management system on postoperative pain management in orthopedic patients: a prospective randomized controlled trial protocol.Perioperative medicine (London, England) · 2026Article
- Exploring the Preferences and Behavioral Trends of e-Patients in Psychosomatics Towards Telemedicine During and Post COVID-19 Pandemic: Cross-Sectional Analysis.JMIR formative research · 2026Article
- Progresses in Wound Healing: Integrating Nutrition, Physical Therapy, Traditional and Alternative Medicine, and Novel Technologies.Current diabetes reviews · 2026Review
- TransmiRisk-AI: an agentic AI-based risk assessment framework for zoonotic diseases using integrated surveillance data.Frontiers in digital health · 2026Article
- Developing a structured telemedicine curriculum for medical students: a qualitative study based on expert interviews.BMC medical education · 2025Article
- AI for chronic pain in children: a powerful resource.BMC pediatrics · 2025Article
- Digital psychiatry: concepts, framework, and implications.Frontiers in psychiatry · 2025Review
- Optimizing Pain Management in Emergency Departments: A Comprehensive Review of Current Analgesic Practices.Cureus · 2024Review
- Innovative Applications of Telemedicine and Other Digital Health Solutions in Pain Management: A Literature Review.Pain and therapy · 2024Review
- Telehealth-Enabled In-Home Elbow Rehabilitation for Brachial Plexus Injuries Using Deep-Reinforcement-Learning-Assisted Telepresence Robots.Sensors (Basel, Switzerland) · 2024Article
- Navigating Challenges in Teleradiology Implementation: A Case Study from Saudi Arabia's Healthcare System.Journal of multidisciplinary healthcare · 2024Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 5 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Telemedicine, telehealth, and E-health all offer significant benefits for pain management and healthcare services by fostering the physician-patient relationship in otherwise challenging circumstances. A critical component of these artificial-intelligence-based health systems is the "agent-based system", which is rapidly evolving as a means of resolving complicated or straightforward problems. Multi-Agent Systems (MAS) are well-established modeling and problem-solving modalities that model and solve real-world problems. MAS's core concept is to foster communication and cooperation among agents, which are broadly considered intelligent autonomous factors, to address diverse challenges. MAS are used in various telecommunications applications, including the internet, robotics, healthcare, and medicine. Furthermore, MAS and information technology are utilized to enhance patient-centered palliative care. While telemedicine, E-health, and MAS all play critical roles in managing chronic pain, the published research on their use in treating chronic pain is currently limited. This paper discusses why telemedicine, E-health, and MAS are the most critical novel technologies for providing healthcare and managing chronic pain. This review also provides context for identifying the advantages and disadvantages of each application's features, which may serve as a useful tool for researchers.
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.