法医神经病理学中的人工智能:系统性审查
Michele Treglia1, Raffaele La Russa2, Gabriele Napoletano3
1Department of Biomedicine and Prevention, University of Rome "Tor Vergata", 00133 Rome, Italy.
Journal of forensic and legal medicine
|August 9, 2025
概括
人工智能 (AI) 通过分析创伤性脑损伤和等疾病的组织病理学数据来增强法医神经病理学. 人工智能工具为尸检提供计算机辅助诊断,改善死亡原因调查.
科学领域:
- 法医神经病理学 法医神经病理学
- 人工智能在医学中的应用
- 数字病理学数字病理学
背景情况:
- 人工智能 (AI),特别是深度学习 (DL),在分析大型数据集和医疗图像方面表现出色.
- 在法医病理学中,人工智能的应用包括对心肌梗塞和创伤性损伤等疾病的组织病理学数据的解释.
- 机器学习 (ML) 和DL在法医神经病理学中显示出解释仪器和组织病理学数据的前景.
研究的目的:
- 审查AI,ML和DL技术在法医神经病理学的进展.
- 专注于人工智能解释数据的能力,以支持专业诊断.
- 通过神经病理学突出AI在调查死亡原因方面的作用.
主要方法:
- 按照PRISMA标准进行了一次系统的文献审查.
- 选择了34篇关于AI在法医神经病理学中的应用的文章.
- 文章被分为创伤性脑损伤 (TBI) 和/SUDEP相关的研究.
主要成果:
- 人工智能技术在对大脑病理的法医调查中显示出有希望的结果.
- 人工智能作为一种有价值的计算机辅助诊断工具.
- 人工智能有助于死后计算机断层扫描 (PMCT) 和对死亡原因的鉴定.
结论:
- 人工智能应用在关键的神经病理学领域是有价值的,用于调查死亡原因.
- 人工智能为法医神经病理学分析提供先进的工具.
- 该评论提供了一个全面的AI在法医神经病理学中的实用性概述.
更多相关视频
12:27Large-scale Reconstructions and Independent, Unbiased Clustering Based on Morphological Metrics to Classify Neurons in Selective Populations
Published on: February 15, 2017
7.1K
12:28Abbiategrasso Brain Bank Protocol for Collecting, Processing and Characterizing Aging Brains
Published on: June 3, 2020
17.5K
相关概念视频
Neural Regulation
Digestion begins with a cephalic phase that prepares the digestive system to receive food. When our brain processes visual or olfactory information about food, it triggers impulses in the cranial nerves innervating the salivary glands and stomach to prepare for food.
Psychosurgery
Psychosurgery, the surgical alteration or permanent removal of brain tissue to alleviate severe psychological conditions, stands as one of the most radical and controversial treatments in the history of mental health care. Its development and application have evolved significantly, marked by dramatic shifts in scientific understanding and ethical perspectives.
Historical Development of Psychosurgery
In the 1930s, Portuguese neurologist Antonio Egas Moniz introduced a surgical procedure designed...
Historical Development of Psychosurgery
In the 1930s, Portuguese neurologist Antonio Egas Moniz introduced a surgical procedure designed...
