摘要
骨骺发育随年龄增长呈现一定的规律,通过该规律推断年龄,可服务于司法、医学、考古等多个领域。MRI作为一种无侵入性的骨骺发育阶段的评估方法,被广泛应用于活体年龄推断。近年来,机器学习发展迅速,显著提升了活体年龄推断的有效性和可靠性,是目前研究的主要发展方向之一。本文通过总结膝关节MRI推断年龄的分析方法,介绍目前研究动态并展望后期应用趋势。
Bone development shows certain regularity with age.The regularity can be used to infer age and serve many fields such as justice,medicine,archaeology,etc.As a non-invasive evaluation method of the epiphyseal development stage,MRI is widely used in living age estimation.In recent years,the rapid development of machine learning has significantly improved the effectiveness and reliability of living age estimation,which is one of the main development directions of current research.This paper summarizes the analysis methods of age estimation by knee joint MRI,introduces the current research trends,and future application trend.
作者
郝虹霞
王亚辉
周智露
刘太昂
陈瑾
何宇亨
万雷
夏文涛
HAO Hong-xia;WANG Ya-hui;ZHOU Zhi-lu;LIU Tai-ang;CHEN Jin;HE Yu-heng;WAN Lei;XIA Wen-tao(Key laboratory of Microecology-Immune Regulatory Network and Related Diseases,School of Basic Medi-cine,Jiamusi University,Jiamusi 154007,Heilongjiang Province,China;Shanghai Key Laboratory of Fo-rensic Medicine,Key Laboratory of Forensic Science,Ministry of Justice,Shanghai Forensic Service Plat-form,Academy of Forensic Science,Shanghai 200063,China;Department of Forensic Medicine,Guizhou Medical University,Guiyang 550009,China;Shanghai Fanyang Information Technology Co.,Ltd,Shanghai 200444)
出处
《法医学杂志》
CAS
CSCD
2023年第1期66-71,82,共7页
Journal of Forensic Medicine
基金
国家重点研发计划资助项目(2022YFC3302001)
中央级公益性科研院所资助项目(GY2021G-8)
国家自然科学基金面上资助项目(81571859)
上海市2019年度“科技创新行动计划”技术标准资助项目(19DZ2201300)
上海市法医学重点实验室资助项目(21DZ2270800)
司法部司法鉴定重点实验室资助项目
上海市司法鉴定专业技术服务平台资助项目。
关键词
法医人类学
年龄推断
磁共振成像
膝关节
深度学习
综述
forensic anthropolgy
age estimation
magnetic resonance imaging
knee joint
deep learning
review
