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XAS: Automatic yet eXplainable Age and Sex determination by combining imprecise per-tooth predictions.

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第一作者： Nicolás,Vila-Blanco

第一单位： Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Spain. Electronic address: nicolas.vila@usc.es.

作者： Nicolás,Vila-Blanco ^[1] ; Paulina,Varas-Quintana ^[2] ; Ángela,Aneiros-Ardao ^[3] ; Inmaculada,Tomás ^[4] ; María J,Carreira ^[5]

作者单位： Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Spain. Electronic address: nicolas.vila@usc.es. ^[1] Oral Sciences Research Group, Special Needs Unit, Department of Surgery and Medical Surgical Specialities, School of Medicine and Dentistry, Universidade de Santiago de Compostela, Spain. Electronic address: paulina.varas@rai.usc.es. ^[2] Oral Sciences Research Group, Special Needs Unit, Department of Surgery and Medical Surgical Specialities, School of Medicine and Dentistry, Universidade de Santiago de Compostela, Spain. Electronic address: a.ortodoncia@gmail.com. ^[3] Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Spain; Oral Sciences Research Group, Special Needs Unit, Department of Surgery and Medical Surgical Specialities, School of Medicine and Dentistry, Universidade de Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Spain. Electronic address: inmaculada.tomas@usc.es. ^[4] Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Spain; Departamento de Electrónica e Computación, Escola Técnica Superior de Enxeñaría, Universidade de Santiago de Compostela, Spain; Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Spain. Electronic address: mariajose.carreira@usc.es. ^[5]

关键词 Chronological age prediction Deep learning Dental panoramic radiographs Sex classification Tooth detection

医学主题词人类(Humans);牙(Tooth);偏差(Uncertainty)

DOI 10.1016/j.compbiomed.2022.106072

PMID 36115299

发布时间 2022-09-30

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