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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
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  Data: <searchLink fieldCode="AU" term="%22Ocak+M%22">Ocak M</searchLink>; Department of Basic Medicine Science- Anatomy, Faculty of Dentistry, Ankara University, Türkiye, Ankara, Turkey. mocak@ankara.edu.tr.<br /><searchLink fieldCode="AU" term="%22Çatak+C%22">Çatak C</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Aksoy+S%22">Aksoy S</searchLink>; Department of Oral and Maxillofacial Radiology, Faculty of Dentistry, Near East University, Mersin, Türkiye.<br /><searchLink fieldCode="AU" term="%22Orhan+K%22">Orhan K</searchLink>; Department of Oral and Maxillofacial Radiology, Faculty of Dentistry, Ankara University, Ankara, Türkiye.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+International%22">Springer International </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>9101456 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1437-1596 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209379827%22">09379827 </searchLink><i>NLM ISO Abbreviation: </i>Int J Legal Med <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s00414-026-03825-x
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        Text: English
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      – TitleFull: 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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            – D: 09
              M: 05
              Text: 2026 May 09
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              Y: 2026
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