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Predicting biological sex in pediatric skeleton X-rays using artificial intelligence.

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Title: Predicting biological sex in pediatric skeleton X-rays using artificial intelligence.
Authors: Janisch M; Division of Neuroradiology, Vascular and Interventional Radiology, Department of Radiology, Medical University of Graz, Auenbruggerplatz 9, 8036, Graz, Styria, Austria., Scherkl M; Division of Pediatric Radiology, Department of Radiology, Medical University of Graz, Auenbruggerplatz 34, 8036, Graz, Styria, Austria. mario.scherkl@medunigraz.at., Stranger N; Division of Pediatric Radiology, Department of Radiology, Medical University of Graz, Auenbruggerplatz 34, 8036, Graz, Styria, Austria., Elsayed H; Department of Pediatric and Adolescent Surgery, Medical University of Graz, Auenbruggerplatz 34, 8036, Graz, Styria, Austria., Singer G; Department of Pediatric and Adolescent Surgery, Medical University of Graz, Auenbruggerplatz 34, 8036, Graz, Styria, Austria., Till H; Department of Pediatric and Adolescent Surgery, Medical University of Graz, Auenbruggerplatz 34, 8036, Graz, Styria, Austria., Zellner M; Department of Imaging, University Children's Hospital Zurich, Lenggstrasse 30, 8008, Zurich, Switzerland., Hržić F; Center for Artificial Intelligence and Cybersecurity, University of Rijeka, Radmile Matejčić 2, 51000, Rijeka, Primorsko-Goranska, Croatia.; Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, 300 Longwood Ave, Boston, MA, 02445, USA., Tschauner S; Division of Pediatric Radiology, Department of Radiology, Medical University of Graz, Auenbruggerplatz 34, 8036, Graz, Styria, Austria.
Source: Scientific reports [Sci Rep] 2025 Dec 12; Vol. 15 (1), pp. 44366. Date of Electronic Publication: 2025 Dec 12.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Janisch+M%22">Janisch M</searchLink>; Division of Neuroradiology, Vascular and Interventional Radiology, Department of Radiology, Medical University of Graz, Auenbruggerplatz 9, 8036, Graz, Styria, Austria.<br /><searchLink fieldCode="AU" term="%22Scherkl+M%22">Scherkl M</searchLink>; Division of Pediatric Radiology, Department of Radiology, Medical University of Graz, Auenbruggerplatz 34, 8036, Graz, Styria, Austria. mario.scherkl@medunigraz.at.<br /><searchLink fieldCode="AU" term="%22Stranger+N%22">Stranger N</searchLink>; Division of Pediatric Radiology, Department of Radiology, Medical University of Graz, Auenbruggerplatz 34, 8036, Graz, Styria, Austria.<br /><searchLink fieldCode="AU" term="%22Elsayed+H%22">Elsayed H</searchLink>; Department of Pediatric and Adolescent Surgery, Medical University of Graz, Auenbruggerplatz 34, 8036, Graz, Styria, Austria.<br /><searchLink fieldCode="AU" term="%22Singer+G%22">Singer G</searchLink>; Department of Pediatric and Adolescent Surgery, Medical University of Graz, Auenbruggerplatz 34, 8036, Graz, Styria, Austria.<br /><searchLink fieldCode="AU" term="%22Till+H%22">Till H</searchLink>; Department of Pediatric and Adolescent Surgery, Medical University of Graz, Auenbruggerplatz 34, 8036, Graz, Styria, Austria.<br /><searchLink fieldCode="AU" term="%22Zellner+M%22">Zellner M</searchLink>; Department of Imaging, University Children's Hospital Zurich, Lenggstrasse 30, 8008, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Hržić+F%22">Hržić F</searchLink>; Center for Artificial Intelligence and Cybersecurity, University of Rijeka, Radmile Matejčić 2, 51000, Rijeka, Primorsko-Goranska, Croatia.; Department of Orthopaedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, 300 Longwood Ave, Boston, MA, 02445, USA.<br /><searchLink fieldCode="AU" term="%22Tschauner+S%22">Tschauner S</searchLink>; Division of Pediatric Radiology, Department of Radiology, Medical University of Graz, Auenbruggerplatz 34, 8036, Graz, Styria, Austria.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2025 Dec 12; Vol. 15 (1), pp. 44366. <i>Date of Electronic Publication: </i>2025 Dec 12.
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              Text: 2025 Dec 12
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