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Automated Dental Age Estimation from Panoramic Radiographs using an Interpretable Deep Learning Model.

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Title: Automated Dental Age Estimation from Panoramic Radiographs using an Interpretable Deep Learning Model.
Authors: Luo S; College of Computer Science, Sichuan University, Chengdu, Sichuan, 610041, P.R. China.; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China., Shi L; Shanghai Key Laboratory of Forensic Medicine, Shanghai Forensic Service Platform, Academy of Forensic Science, Ministry of Justice, Shanghai, 200063, China., Liu M; College of Computer Science, Sichuan University, Chengdu, Sichuan, 610041, P.R. China.; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China., Sun YX; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China., Yang HK; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China., Qiu LR; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China., Zhou YC; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China., Fan F; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China., Zhang DW; Third Peoples Hospital of Mianyang, Mianyang, Sichuan, 612000, China., Deng ZH; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China. dengzhenhua@scu.edu.cn., Chen H; College of Computer Science, Sichuan University, Chengdu, Sichuan, 610041, P.R. China. huchen@scu.edu.cn., Zhan MJ; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China. zhanmengjun@scu.edu.cn.
Source: International journal of legal medicine [Int J Legal Med] 2026 Mar 18. Date of Electronic Publication: 2026 Mar 18.
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: Automated Dental Age Estimation from Panoramic Radiographs using an Interpretable Deep Learning Model.
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  Data: <searchLink fieldCode="AU" term="%22Luo+S%22">Luo S</searchLink>; College of Computer Science, Sichuan University, Chengdu, Sichuan, 610041, P.R. China.; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China.<br /><searchLink fieldCode="AU" term="%22Shi+L%22">Shi L</searchLink>; Shanghai Key Laboratory of Forensic Medicine, Shanghai Forensic Service Platform, Academy of Forensic Science, Ministry of Justice, Shanghai, 200063, China.<br /><searchLink fieldCode="AU" term="%22Liu+M%22">Liu M</searchLink>; College of Computer Science, Sichuan University, Chengdu, Sichuan, 610041, P.R. China.; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China.<br /><searchLink fieldCode="AU" term="%22Sun+YX%22">Sun YX</searchLink>; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China.<br /><searchLink fieldCode="AU" term="%22Yang+HK%22">Yang HK</searchLink>; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China.<br /><searchLink fieldCode="AU" term="%22Qiu+LR%22">Qiu LR</searchLink>; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China.<br /><searchLink fieldCode="AU" term="%22Zhou+YC%22">Zhou YC</searchLink>; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China.<br /><searchLink fieldCode="AU" term="%22Fan+F%22">Fan F</searchLink>; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China.<br /><searchLink fieldCode="AU" term="%22Zhang+DW%22">Zhang DW</searchLink>; Third Peoples Hospital of Mianyang, Mianyang, Sichuan, 612000, China.<br /><searchLink fieldCode="AU" term="%22Deng+ZH%22">Deng ZH</searchLink>; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China. dengzhenhua@scu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Chen+H%22">Chen H</searchLink>; College of Computer Science, Sichuan University, Chengdu, Sichuan, 610041, P.R. China. huchen@scu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Zhan+MJ%22">Zhan MJ</searchLink>; Department of Forensic Pathology, West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, 610041, P.R. China. zhanmengjun@scu.edu.cn.
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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/s00414-026-03748-7
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              Text: 2026 Mar 18
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              Y: 2026
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