Evidence map›Paper›PMID 41495749›Full record

ArticleBMC oral health2026

Accuracy and lateral force analysis of an improved process for autonomous robotic system in mandibular all-on-4 implant surgery: an in vitro study.

Luming Wei, Huiying Guo, Sadaf Shah, Xuzhe Zha, Changyong Yuan

Abstract read
In one paragraph

Article in BMC oral health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
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1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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.

2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Luming Wei *Department of Oral Implantology, The Affiliated Stomatological Hospital of Xuzhou Medical University, 130 Huaihai West Road, Xuzhou, 221003, PR China.
Huiying Guo *Department of Oral Implantology, The Affiliated Stomatological Hospital of Xuzhou Medical University, 130 Huaihai West Road, Xuzhou, 221003, PR China.
Sadaf ShahSchool of Stomatology, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, 221004, PR China.
Xuzhe ZhaSchool of Stomatology, Xuzhou Medical University, 209 Tongshan Road, Xuzhou, 221004, PR China.
Changyong YuanDepartment of Oral Implantology, The Affiliated Stomatological Hospital of Xuzhou Medical University, 130 Huaihai West Road, Xuzhou, 221003, PR China. Yuan7653975@163.com.

Funding

Science and Technology Bureau of Xuzhou KC23150
6 · The paper itself

Abstract

objectivesTo investigate the in vitro implant accuracy of robotic technology in mandibular all-on-4 phantoms under an improved process and positioning marker as well as the maximum lateral force exerted on the drill.

methodsFour implants were placed in the mandibular phantom under the navigation of the task-autonomous robot using an improved process and positioning marker. Crestal, bottom, and angle deviations between the planned and placed implants were measured and the maximum lateral force experienced by different drills at different implant inclinations was recorded.

resultsA total of 52 implants were placed in 13 mandibular phantoms. The implant placement angle showed no significant effect on crestal, bottom, and angle deviation. A significant increasing trend in the maximum lateral force experienced by milling cutters and pilot drills was observed with increased implant placement angles. The maximum lateral force on milling cutters was significantly greater than the other drills in the same site (upright or tilted), and the maximum lateral force on pilot drills was significantly greater than that on twist drills in the same upright site (30° tilted site or 45° tilted site).

conclusionsThe task-autonomous robot using an improved process and positioning marker achieved acceptable implantation accuracy in the mandibular all-on-4 phantom. Implant accuracy was not affected by the different implant angles. The entrance slope and the implant placement angle significantly affected the maximum lateral force on milling cutters and pilot drills. CLINICAL SIGNIFICANCE: This in vitro study provides an improved process, with acceptable implant accuracy, for the task-autonomous robot in the mandibular all-on-4 implant surgery.

Indexed as

Dental Implantation, EndosseousDental ImplantsMandibleRoboticsRobotic Surgical ProceduresHumansIn Vitro TechniquesPhantoms, ImagingDental ImplantsAccuracyDrillEdentulous jawLateral forcePositioning markerRobot-assisted surgery

Identifiers

PMID41495749
PMCPMC12870443

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