Article

External Validation and Interpretability Analysis of a Deep Learning Model for Forensic Age Estimation Across Brazilian and Romanian Populations

2026-08-04

Abstract excerpt

<title>Abstract</title> <p>Objectives To address critical reliability gaps in forensic AI, this study investigated the generalizability of three CNN architectures for age estimation. The primary goal of the study was to assess whether a model trained on a Brazilian population performs accurately on an independent Romanian dataset across different demographics and imaging systems. Furthermore, we evaluated the be...

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Literature Corpus work: b5908575-3caa-5df5-96b4-3cebc9590ea4
DOI: 10.21203/rs.3.rs-10576447/v1

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