Evidence map›Paper›PMID 41470504›Full record

ReviewMicromachines2025

Research Progress on Personalized Bone Implants Based on Additive Manufacturing.

Bingwei Gao, Zhonghui Sun, Yanquan Tong, Hongtao Yu, Feng Wang

Abstract readReview
In one paragraph

Review in Micromachines, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Article
  5. Review
  6. Review
  7. Article
4 · The record

Corrections and comments

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

5 authors.

Bingwei GaoSchool of Mechanical and Power Engineering, Harbin University of Science and Technology, Harbin 150080, China.
Zhonghui SunSchool of Mechanical and Power Engineering, Harbin University of Science and Technology, Harbin 150080, China.
Yanquan TongSchool of Mechanical and Power Engineering, Harbin University of Science and Technology, Harbin 150080, China.
Hongtao YuDepartment of Radiology, Harbin·242 Hospital, Harbin 150066, China.
Feng WangDepartment of Radiology, Harbin·242 Hospital, Harbin 150066, China.

Funding

Basic Research Support Program for Outstanding Young Teachers in Heilongjiang Provincial Universities YQJH2024082Genertec Medical Scientific Research Fund TYYLKYJJ-2024-041
6 · The paper itself

Abstract

Personalized bone implants based on additive manufacturing are gradually emerging as a significant development direction in orthopedic restoration. By precisely matching anatomical structures and the functional requirements of patients, they demonstrate notable clinical advantages. Research progress in structural design, material selection, fabrication processes, and performance evaluation has been systematically outlined around the core research chain of personalized bone implants. Personalized design methods, material selection criteria, and the applicability of different additive manufacturing processes are analyzed in detail. The performance indicators of the implant are further comprehensively evaluated. The promoting role of multi-performance materials and intelligent manufacturing technology in complex bone repair functions has been revealed. The development of artificial intelligence transforms clinical data into long-term performance prediction models, further driving in-depth research in this field.

Indexed as

additive manufacturingartificial intelligencebone implantsCT imagingmaterial properties

Identifiers

PMID41470504
PMCPMC12734857

What OpenQuestion holds

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Registered trials

None linked

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.