人工智能:牙科领域的新型诊断软件:初步性能诊断研究。
Artificial Intelligence: A New Diagnostic Software in Dentistry: A Preliminary Performance Diagnostic Study.
机构信息
Department of Oral and Maxillofacial Sciences, Sapienza University of Rome, Via Caserta 6, 00161 Rome, Italy.
Private Practice, Via Legione Gallieno 44, 36100 Vicenza, Italy.
出版信息
Int J Environ Res Public Health. 2022 Feb 2;19(3):1728. doi: 10.3390/ijerph19031728.
BACKGROUND
Artificial intelligence (AI) has taken hold in public health because more and more people are looking to make a diagnosis using technology that allows them to work faster and more accurately, reducing costs and the number of medical errors.
METHODS
In the present study, 120 panoramic X-rays (OPGs) were randomly selected from the Department of Oral and Maxillofacial Sciences of Sapienza University of Rome, Italy. The OPGs were acquired and analyzed using Apox, which takes a panoramic X-rayand automatically returns the dental formula, the presence of dental implants, prosthetic crowns, fillings and root remnants. A descriptive analysis was performed presenting the categorical variables as absolute and relative frequencies.
RESULTS
In total, the number of true positive (TP) values was 2.195 (19.06%); true negative (TN), 8.908 (77.34%); false positive (FP), 132 (1.15%); and false negative (FN), 283 (2.46%). The overall sensitivity was 0.89, while the overall specificity was 0.98.
CONCLUSIONS
The present study shows the latest achievements in dentistry, analyzing the application and credibility of a new diagnostic method to improve the work of dentists and the patients' care.
背景
人工智能(AI)在公共卫生领域已经站稳脚跟,因为越来越多的人希望通过能够更快、更准确地工作的技术来做出诊断,从而降低成本和医疗失误的数量。
方法
在本研究中,从意大利罗马萨皮恩扎大学口腔颌面科学系随机选择了 120 张全景 X 光片(OPG)。使用 Apox 对 OPG 进行采集和分析,该软件可获取全景 X 光片并自动返回牙齿公式、牙种植体、修复体冠、填充物和根残片的存在情况。通过呈现分类变量的绝对和相对频率进行描述性分析。
结果
总的来说,真阳性(TP)值为 2.195(19.06%);真阴性(TN)为 8.908(77.34%);假阳性(FP)为 132(1.15%);假阴性(FN)为 283(2.46%)。总体灵敏度为 0.89,而总体特异性为 0.98。
结论
本研究展示了牙科领域的最新成果,分析了一种新的诊断方法的应用和可信度,以改善牙医的工作和患者的护理。