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AI-assisted radiographic identification of original vs. replica dental implants: comparing accuracy of human experts vs. probabilistic and deterministic AI

Crossref DOI link: https://doi.org/10.1186/s40729-025-00662-2

Published Online: 2025-12-13

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Bremer, Mark K.

Blume, Maximilian

Abou-Ayash, Samir

Bajwa, Muhammad Naseer

Ahmed, Sheraz

Hardt, Jochen

Petrowski, Katja

Bjelopavlovic, Monika
Funding

Funding for this research was provided by:

Universitätsmedizin der Johannes Gutenberg-Universität Mainz
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Text and Data Mining valid from 2025-12-13

Version of Record valid from 2026-01-16
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Article History

Received: 7 October 2025

Accepted: 3 December 2025

First Online: 13 December 2025

Declarations

:

: The study received approval from the local ethics committee of the State of Rhineland-Palatinate (Germany) (No.: 2023–16979) and was conducted in accordance with the approved protocol. The moral, ethical, and scientific principles governing clinical research, as set out in the 1975 Declaration of Helsinki, as revised in 1983, were observed.

: Informed consent was obtained from all subjects involved in the study.

: The authors declare no competing interests.

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