Suppr超能文献

利用计算机断层扫描重建三维图像通过腭中缝进行年龄估计:中国北方和西南人群的比较

Age estimation from median palatine suture using computed tomography reconstructed 3D images: a comparison of Northern and Southwestern Chinese populations.

作者信息

Xue Ye, Fan Fei, Liu Meng, Luo Shuai, Yang Huikun, Sun Yuxiao, Zhan Mengjun, Peng Zhao, Su Zhigang, Du Hong, Zhou Yuchi, Deng Zhenhua

机构信息

West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, 610041, People's Republic of China.

College of Computer Science, Sichuan University, Chengdu, 610064, People's Republic of China.

出版信息

Int J Legal Med. 2025 Jan;139(1):187-196. doi: 10.1007/s00414-024-03333-w. Epub 2024 Sep 17.

Abstract

To investigate the potential of computed tomography (CT) images of median palatine suture (MP) for adult age estimation in the Northern and Southwestern Chinese populations. A total of 1110 cranial CT scans from individuals aged 10-79 years, including 557 northern Chinese and 553 southwestern Chinese, were collected for analysis. After volume reformation and multiplanar reconstruction, a total of 20 slices of median palatine suture were selected from each individual. The closure of sutures was analyzed into four stages, and the cumulative scores of 20 slices were recorded as the suture closure score (SCS). The correlations between SCS and age were compared among the two Chinese populations residing in diverse geographic regions. Regression models were established for age estimation. The estimation accuracy was evaluated based on the test set. The mean absolute error (MAE) and the correlation between predicted age and chronological age were calculated to evaluate estimation accuracy. The SCS of MP exhibited a significant correlation with age (0.613, northern male; 0.678, southwestern male; 0.730, northern female; 0.704, Southwestern female; 0.662, total). Furthermore, there were statistically significant differences in SCS among different regions and sex groups (p < 0.001). The cubic regression model had the highest R2 value in all subjects, especially among Northern females and Southwestern males, while the power and quadratic regression models showed the highest R2 value in Northern males and Southwestern females, respectively. In the test set, the Northern cohort demonstrated a lower MAE (9.06 ± 7.32 years, males; 9.17 ± 5.28 years, females) compared to the Southwestern cohort (9.19 ± 7.49 years, male; 10.61 ± 6.83 years, female). Additionally, it was observed that males exhibited a lower MAE than females in both regional groups. This study demonstrated the potential utility of CT images of the MP for age estimation in Chinese populations, emphasizing the significance of incorporating regional and sex factors within this context.

摘要

探讨腭中缝(MP)的计算机断层扫描(CT)图像在华北和西南地区中国人群中进行成人年龄估计的潜力。收集了1110例年龄在10 - 79岁个体的头颅CT扫描图像,其中包括557例华北地区中国人和553例西南地区中国人,用于分析。经过容积重建和多平面重建后,从每个个体中选取总共20层腭中缝切片。将缝线闭合情况分为四个阶段,并记录20层切片的累积分数作为缝线闭合分数(SCS)。比较了居住在不同地理区域的两个中国人群中SCS与年龄之间的相关性。建立了年龄估计的回归模型。基于测试集评估估计准确性。计算平均绝对误差(MAE)以及预测年龄与实际年龄之间的相关性以评估估计准确性。MP的SCS与年龄呈现显著相关性(华北男性为0.613;西南男性为0.678;华北女性为0.730;西南女性为0.704;总体为0.662)。此外,不同地区和性别组之间的SCS存在统计学显著差异(p < 0.001)。三次回归模型在所有受试者中R2值最高,特别是在华北女性和西南男性中,而幂回归模型和二次回归模型分别在华北男性和西南女性中显示出最高的R2值。在测试集中,与西南队列(男性9.19±7.49岁;女性10.61±6.83岁)相比,华北队列的MAE较低(男性9.06±7.32岁;女性9.17±5.28岁)。此外,观察到在两个地区组中男性的MAE均低于女性。本研究证明了MP的CT图像在中国人群年龄估计中的潜在效用,强调了在此背景下纳入地区和性别因素的重要性。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验