ReviewFrontiers in medicine2026
Precision surgery in the era of 3D visualization, AR/VR, and 3D printing: current applications and future directions.
Review in Frontiers in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The advancement of precision surgery demands increased operative accuracy, underscoring the growing importance of three-dimensional (3D) visualization technology as a key tool for overcoming the limitations of two-dimensional (2D) imaging. Over the past decade, this technology has evolved from a post-processing tool into an integrated intelligent platform spanning the entire surgical workflow: preoperative assessment, surgical planning, intraoperative navigation, postoperative follow-up, and teaching/training. This report comprehensively reviews the current applications and key advances of 3D reconstruction, 3D printing, augmented reality (AR), virtual reality (VR), and mixed reality (MR) technologies across major general surgery subspecialties. These include hepatobiliary, pancreatic, gastrointestinal, thyroid/breast, hernia/abdominal wall, organ transplantation, and pediatric surgery. Through in-depth analysis, the review elucidates how these technologies facilitate precision surgery, objectively assesses current technical limitations and ethical/regulatory challenges, and explores future directions driven by artificial intelligence (AI), 5G/6G telecommunications, and digital twin technology.
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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.