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人工智能在法医学及相关科学中的应用——若干问题

Artificial intelligence in forensic medicine and related sciences - selected issues.

机构信息

Department of Forensic Medicine, Medical University of Białystok, Poland.

Student's Scientific Group at the Department of Forensic Medicine, Poland.

出版信息

Arch Med Sadowej Kryminol. 2024;74(1):64-76. doi: 10.4467/16891716AMSIK.24.005.19650.

Abstract

AIM

The aim of the work is to provide an overview of the potential application of artificial intelligence in forensic medicine and related sciences, and to identify concerns related to providing medico-legal opinions and legal liability in cases in which possible harm in terms of diagnosis and/or treatment is likely to occur when using an advanced system of computer-based information processing and analysis.

MATERIAL AND METHODS

The material for the study comprised scientific literature related to the issue of artificial intelligence in forensic medicine and related sciences. For this purpose, Google Scholar, PubMed and ScienceDirect databases were searched. To identify useful articles, such terms as "artificial intelligence," "deep learning," "machine learning," "forensic medicine," "legal medicine," "forensic pathology" and "medicine" were used. In some cases, articles were identified based on the semantic proximity of the introduced terms.

CONCLUSIONS

Dynamic development of the computing power and the ability of artificial intelligence to analyze vast data volumes made it possible to transfer artificial intelligence methods to forensic medicine and related sciences. Artificial intelligence has numerous applications in forensic medicine and related sciences and can be helpful in thanatology, forensic traumatology, post-mortem identification examinations, as well as post-mortem microscopic and toxicological diagnostics. Analyzing the legal and medico-legal aspects, artificial intelligence in medicine should be treated as an auxiliary tool, whereas the final diagnostic and therapeutic decisions and the extent to which they are implemented should be the responsibility of humans.

摘要

目的

本工作旨在概述人工智能在法医学及相关科学中的潜在应用,并确定在使用基于计算机的信息处理和分析的高级系统时,可能在诊断和/或治疗方面造成损害的情况下,提供法医鉴定意见和法律责任方面的相关问题。

材料与方法

研究材料包括与法医人工智能及相关科学问题相关的科学文献。为此,检索了 Google Scholar、PubMed 和 ScienceDirect 数据库。为了识别有用的文章,使用了“人工智能”、“深度学习”、“机器学习”、“法医学”、“法医学”、“法医病理学”和“医学”等术语。在某些情况下,根据引入术语的语义相似性来确定文章。

结论

计算能力的快速发展和人工智能分析大量数据的能力使其有可能将人工智能方法转移到法医学及相关科学中。人工智能在法医学及相关科学中有许多应用,可以帮助进行死亡学、法医创伤学、死后识别检查,以及死后显微镜和毒理学诊断。从法律和法医法律方面进行分析,人工智能在医学中应被视为辅助工具,而最终的诊断和治疗决策及其实施程度应由人类负责。

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