ReviewJournal of robotic surgery2025
The application of robotic and artificial intelligence technologies in spinal surgery: a review focused on prospects in remote areas of China.
Review in Journal of robotic surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 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
9 citing papers in PubMed.
- Evolution of surgical robotics innovation in China: a patent landscape analysis, 2003-2025.Journal of robotic surgery · 2026Article
- Artificial Intelligence for Clinical Decision Support in Rural Spine Care: A Narrative Review.Healthcare (Basel, Switzerland) · 2026Review
- Development and Validation of a Computer-Assisted Screw Trajectory Planning Model Based on Iterative Closest Point Registration and Weighted K-Nearest Neighbors Algorithms for Cortical Bone and Pedicle Screw Techniques.Global spine journal · 2026Article
- Integrative Rehabilitation for War-Related Polytrauma: A Narrative Review of Multidimensional Strategies and Implementation Challenges.Healthcare (Basel, Switzerland) · 2026Review
- Bibliometric mapping of transoral robotic surgery literature (2005-2025): disciplinary maturation, global research architecture, and emerging knowledge domains.Journal of robotic surgery · 2026Review
- Unveiling the landscape of robotic surgery: Insights into Indian medical perspectives.Bioinformation · 2026Article
- Review
- Smart technologies and digital innovations for improving perioperative patient safety: a review.Patient safety in surgery · 2025Review
- Clinical Efficacy Over Privacy: Public Prioritization of Risk Dimensions in Telesurgery Acceptance Among Young Adults with Higher Education.Telemedicine reportsArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
Spinal surgery in remote regions of China, including high-altitude plateau areas, faces unique challenges due to limited medical resources, harsh environmental conditions, and shortages of specialized expertise. Robotic spinal surgery and artificial intelligence (AI) technologies offer promising solutions to enhance diagnostic accuracy and support surgical decision-making in these underserved settings. Robotic-assisted systems enhance surgical precision and stability in procedures, such as pedicle screw placement, reducing error rates, and improving patient outcomes even when experienced surgeons are scarce. AI-driven diagnostic and planning tools can rapidly analyze medical images, identify spinal pathologies with expert-level accuracy, and assist in developing personalized surgical plans, effectively extending specialist-level support to local clinicians. The integration of these technologies helps bridge gaps in healthcare delivery by ensuring more timely, accurate diagnoses and safer, more effective spine surgeries for patients in remote areas. Implementing robotics and AI in high-altitude and rural environments, however, requires overcoming challenges. Continued research and development efforts are needed to tailor these systems to local needs, alongside training programs to develop skilled personnel. Looking ahead, the synergy of robotic surgery and AI in spine care represents a transformative direction for improving surgical outcomes and narrowing healthcare disparities in China's remote communities.
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.