A comparative analysis of YOLOv8 and nnU-Net v2 based pipelines for sex and age estimation from maxillary sinus morphometry on panoramic radiographs.

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Title: A comparative analysis of YOLOv8 and nnU-Net v2 based pipelines for sex and age estimation from maxillary sinus morphometry on panoramic radiographs.
Authors: Ocak M; Department of Basic Medicine Science- Anatomy, Faculty of Dentistry, Ankara University, Türkiye, Ankara, Turkey. mocak@ankara.edu.tr., Çatak C; Department of Forensic Anthropology, Graduate School of Health Sciences, Ankara University, Ankara, Türkiye, Turkey.; Department of Forensic Anthropology, Institute of Forensic Sciences, Ankara University, Ankara, Türkiye, Turkey., Aksoy S; Department of Oral and Maxillofacial Radiology, Faculty of Dentistry, Near East University, Mersin, Türkiye., Orhan K; Department of Oral and Maxillofacial Radiology, Faculty of Dentistry, Ankara University, Ankara, Türkiye.
Source: International journal of legal medicine [Int J Legal Med] 2026 May 09. Date of Electronic Publication: 2026 May 09.
Publication Type: Journal Article
Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 9101456 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1437-1596 (Electronic) Linking ISSN: 09379827 NLM ISO Abbreviation: Int J Legal Med Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1437-1596
DOI:10.1007/s00414-026-03825-x