[Evaluation of computer-aided diagnosis system for detecting dental approximal caries lesions on periapical radiographs].

Objective: To establish and to evaluate a computer-aided system based on deep-learning for detection and diagnosis of dental approximal caries on periapical radiographs. Methods: One hundred and sixty human premolars and molars extracted for orthodontic or periodontal reasons were obtained from Department of Oral and Maxillofacial Surgery, Affiliated Stomatological Hospital, Fujian Medical University. A total of 160 periapical radiographic images were divided into a training dataset (n=80) and a test dataset (n=80). A deep-learning based computer-aided caries diagnosis system was established and trained. The performances of computer-aided diagnosis system and human observer were compared using receiver operating characteristic (ROC) curves, precision-recall (P-R) curves, the area under the curve (AUC), sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV). The AUC values of human observers and caries diagnosis system was compared by using an online statistical tool (SPSSAU 20.0). Chi-square test was used to analyze the differences between human observers and caries diagnosis system (ɑ=0.05). Results: The AUC values of human observers and caries diagnosis system were 0.729 (95%CI: 0.650-0.808) and 0.762 (95%CI: 0.685-0.839), respectively (P>0.05). No significant differences were found for the specificity, PPV and NPV between the caries diagnosis system and human observers (P all>0.05). The caries diagnosis system was significantly more sensitive in detecting dental proximal caries than human observers (P<0.05). For the diagnosis of level-1 caries (caries limited to outer 1/2 of enamel), the sensitivity of human observers and computer-aided detection system were 27% and 77%, respectively (P<0.05). Conclusions: The computer-aided diagnosis system provided similar accuracy as human observers and significantly better sensitivity than human observers, especially for shallow caries in enamel.

Importância da radiografia intra-oral em tratamentos periodontais de cães e gatos: relato de três casos / The importance of intra-oral radiographs in periodontal treatmentsof dogs and cats: three cases reports

A radiografia intra-oral é um método de diagnóstico por imagem essencial em pacientes submetidos a tratamento odontológico de qualquer natureza, especialmente em casos de doença peridontal. Permite a avaliação de estruturas ósseas e dentárias, elucidando múltiplos diagnósticos que não são firmados clinicamente. Inclui-se no estudo radiográfico a análise da integridade da lâmina dura, do ligamento periodontal, de afecções dentárias como abscessos periapicais, cistos, alterações de desenvolvimento coronário e radicular, agenesias, dentes inclusos ou supranumerários, raízes fraturadas remanescentes na região subgengival, reabsorções dentárias ou ósseas (associadas à doença periodontal ou neoplasias) e estruturas internas do dente (diâmetro da câmara pulpar e canal radicular). O presente artigo visa, portanto, mostrar através da apresentação de casos clínicos, a relevância do exame radiográfico para a correta abordagem diagnóstica e terapêutica de afecções subclínicas, mesmo em pacientes sem sinais de dor ou supostamente portadores de apenas gengivite. Foram relatados um caso de hipoplasia radicular, um de cisto de origem dentária e outro de reabsorção dentária, todos diagnosticados após a realização da documentação radiográfica intra-oral.

The intra-oral radiography is an essential diagnosis imaging method, in patients submitted to dental treatment of any nature, especially cases of periodontal diseases. It allows the evaluation of structural bone and dental diseases, elucidating multiple diagnoses, which are not clinically proven. The radiographic study includes the analysis of the periodontal ligament and lamina dura integrity, dental anomalies such as periapical abscesses, cysts, coronary and root development failures, agenesis, unerupted or supernumerary teeth, fractured roots remaining in the subgingival area, tooth or bone resorption, (associated with neoplasia or periodontal disease) and Internal tooth structures such as diameter of pulp chamber and root canal. The present article aims to show, through clinical case reports, the relevance of the radiographic examination towards the correct diagnosis and therapeutic approach of subclinical infections, even in patients without signs of pain or supposedly gingivitis bearers. Amongst the reported cases, there is a root hipoplasia, a dental origin cyst and a tooth resorption, all diagnosed after intra-oral radiographic completion.