Evidence map›Paper›PMID 41735661›Full record

Article3D printing in medicine2026

Development and validation of an affordable freehand scanning 3D ultrasound reconstruction system with visual positioning.

Jiaojiao Ma, Zuxi Huang, Liangkai Wang, Xuejiao Yu, Yanghua Zhang, Heng Xie, Bo Zhang

Abstract read
In one paragraph

Article in 3D printing in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Jiaojiao Ma *Department of Ultrasound, China-Japan Friendship Hospital, Beijing, 100029, China.
Zuxi Huang *Aerospace New Century Technology Development Co Ltd. Shenzhen, Shenzhen, 518000, China.
Liangkai WangDepartment of Ultrasound, China-Japan Friendship Hospital, Beijing, 100029, China.
Xuejiao YuChina-Japan Friendship Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China.
Yanghua ZhangAerospace New Century Technology Development Co Ltd. Shenzhen, Shenzhen, 518000, China.
Heng XieAerospace New Century Technology Development Co Ltd. Shenzhen, Shenzhen, 518000, China.
Bo ZhangDepartment of Ultrasound, China-Japan Friendship Hospital, Beijing, 100029, China. thyroidus@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThree-dimensional (3D) ultrasound provides more intuitive, detailed, and comprehensive diagnostic information. The primary objective of this study was to develop affordable, lightweight, and wide-field 3D ultrasound probes which is a critical challenge for expanding the accessibility and utility of this technology.

methodsWe describe an affordable freehand scanning 3D ultrasound reconstruction system. The system utilizes a QR code film attached to the skin surface for positioning. During each ultrasound scan, a lightweight camera fixed on the probe records the QR codes within the scanning area. Based on QR code features, a skin map is constructed, and ultrasound images and film image information are preprocessed. The calibration relationship between the ultrasound probe and camera field of view is determined. Finally, comprehensive algorithms such as ORB-SLAM positioning are used for three-dimensional image reconstruction.

resultsThrough hand-scanning tests, the results show that the scanning speed is 15 mm/s, and when the image acquisition frame rates are 10 Fps/s, 20 Fps/s, and 30 Fps/s, the maximum cumulative error of ORB-SLAM algorithm positioning does not exceed 2%, meeting the positioning requirements of the intelligent skin texture image reconstruction system for thyroid ultrasound. Additionally, the effectiveness of three-dimensional reconstruction is verified through model volume testing.

conclusionThe intelligent skin texture image reconstruction system for ultrasound can achieve 3D image reconstruction, displaying lesion features and the spatial positions of surrounding tissues in three-dimensional space, thereby assisting ultrasound doctors in making accurate and rapid diagnoses. Clinical trial number: not applicable.

Indexed as

FreehandIntelligentReconstructionSkin textureThree-dimensional ultrasound

Identifiers

PMID41735661
PMCPMC12933897

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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.