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自动化从牙科数据中识别(AutoIDD):数字取证领域的新发展。

Automated Identification from Dental Data (AutoIDD): A new development in digital forensics.

机构信息

School of Dentistry, University of Dundee, 2 Park Place, Dundee, DD1 4HR, Scotland, United Kingdom.

出版信息

Forensic Sci Int. 2020 Apr;309:110218. doi: 10.1016/j.forsciint.2020.110218. Epub 2020 Feb 22.

Abstract

There has been a significant expansion in the use of 3-dimensional (3D) dental images in recent years. In the field of forensic odontology, an automated 3D dental identification system could enhance the identification process. This study presents a novel method for automated human dental identification using 3D digital dental data by utilising a dental identification scenario. The total study sample was divided into two groups: Group A (120 dental models) and Group B (120 Intra-oral scans-IOS). Group A data was composed of 3D scanned dental models of post-orthodontic treated patients (30 maxillary and 30 mandibular). This data was considered as AM digital data. To generate an identical sample, the dental casts (60) of the same patients were retrieved and laser scanned. These models were considered as PM digital data. Group B data (IOS) was obtained from 30 study participants. To reconstruct a dental identification scenario 30 maxillary and 30 mandibular IOS were obtained from 30 participants and were considered as IOS-AM. After one year, another set of IOS (60) were acquired from the same participants and were considered as IOS-PM. The results showed that the AutoIDD (Automated Identification from Dental Data) software was consistent in accuracy; capable of differentiating "correct matches" (high match percentage) from "non-matches" (very low percentage) by 3D image superimposition. The match percentage of the maxillary and mandibular IOS ranged from 64 to 100% and 81-100 %, with a mean distance (mm) of 0.094 and 0.093 respectively. This study demonstrated the feasibility of using 3D scans through a new automated software - AutoIDD in digital forensics to assist the forensic expert in confirming the identity of a deceased individual from the available AM dental records.

摘要

近年来,三维(3D)牙科图像的应用有了显著的扩展。在法医牙科学领域,自动化的 3D 牙科识别系统可以增强识别过程。本研究提出了一种利用牙科识别场景,利用 3D 数字牙科数据进行自动人类牙科识别的新方法。整个研究样本分为两组:A 组(120 个牙模)和 B 组(120 个口腔内扫描-IOS)。A 组数据由 30 名正畸治疗后患者的 3D 扫描牙模组成(30 个上颌和 30 个下颌)。该数据被认为是 AM 数字数据。为了生成一个相同的样本,从同一患者中检索并激光扫描了牙模(60 个)。这些模型被认为是 PM 数字数据。B 组数据(IOS)是从 30 名研究参与者中获得的。为了重建牙科识别场景,从 30 名参与者中获得了 30 个上颌和 30 个下颌 IOS,并将其视为 IOS-AM。一年后,从同一参与者中获得了另一组 IOS(60 个),并将其视为 IOS-PM。结果表明,AutoIDD(自动从牙科数据中识别)软件在准确性上是一致的;通过 3D 图像叠加,能够区分“正确匹配”(高匹配百分比)和“不匹配”(非常低百分比)。上颌和下颌 IOS 的匹配百分比范围为 64%至 100%和 81%至 100%,平均距离(mm)分别为 0.094 和 0.093。本研究证明了在数字取证中使用 3D 扫描通过新的自动化软件 - AutoIDD 辅助法医专家从可用的 AM 牙科记录中确认死者身份的可行性。

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