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Population-specific calibration and validation of an open-source bone age AI

Abstract Assessing skeletal maturity through bone age (BA) evaluation is crucial for monitoring children’s growth and guiding treatments, such as hormonal therapy and orthopedic interventions. In recent years, artificial intelligence (AI) methods have been developed to automate BA assessment. Howeve...

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Uloženo v:
Hlavní autoři: Sebastian Rassmann, Luka Abashishvili, Elene Melikidze, Anastasia Sukhiashvili, Megi Lartsuliani, Ivane Chkhaidze, Nino Tskhvediani, Tinatin Gordeziani, Ekaterine Kvaratskhelia, Nino Kheladze, Maia Rekhviashvili, Salome Rodonaia, Natia Sukhitashvili, Nata Urushadze, Peter Krawitz, Tinatin Tkemaladze, Behnam Javanmardi
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Portfolio 2025-09-01
Edice:Scientific Reports
Témata:
Artificial intelligence
Pediatric bone age
Hand x-rays
Model calibration
Global health equity
Open-Source
On-line přístup:https://doi.org/10.1038/s41598-025-20148-w
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