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Prediction of Radiation-Related Dental Caries Through PyRadiomics Features and Artificial Neural Network on Panoramic Radiography.

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第一作者： Vanessa,De Araujo Faria

第一单位： Department of Radiology, Faculty of Medicine, University of São Paulo, Ribeirao Preto, Sao Paulo, Brazil.

作者： Vanessa,De Araujo Faria ^[1] ; Mehran,Azimbagirad ^[2] ; Gustavo,Viani Arruda ^[1] ; Juliana,Fernandes Pavoni ^[3] ; Joaquim,Cezar Felipe ^[4] ; Elza Maria Carneiro Mendes Ferreira,Dos Santos ^[5] ; Luiz Otavio,Murta Junior ^[4]

作者单位： Department of Radiology, Faculty of Medicine, University of São Paulo, Ribeirao Preto, Sao Paulo, Brazil. ^[1] Department of Medical Science and Health, University of Western Brittany, 12 Av Foch, IBRBS LATIM Lab, 29200, Brest, France. mehran.azimbagirad@univ-brest.fr. ^[2] Department of Physics, Faculty of Philosophy, Science and Languages, University of São Paulo, Ribeirao Preto, Sao Paulo, Brazil. ^[3] Department of Computing and Mathematics, Faculty of Philosophy, Science and Languages, University of São Paulo, Ribeirao Preto, Sao Paulo, Brazil. ^[4] Medical & Diagnostic Laboratory, 3S Diagnóstico Por Imagem, Leme, SP, Brazil. ^[5]

关键词 Dental caries Neural networks Panoramic radiography PyRadiomics features Radiotherapy

医学主题词人工智能(Artificial Intelligence);龋齿(Dental Caries);女(雌)性(Female);人类(Humans);男(雄)性(Male);放射摄影术, 全景(Radiography, Panoramic);回顾性研究(Retrospective Studies)

DOI 10.1007/s10278-021-00487-6

PMID 34254199

发布时间 2022-10-03

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