人工智能在法医科学中的整合和影响
1Department of Applied Science, Wrexham University, Plas Coch Campus, Mold Road, Wrexham, LL11 2AW, UK. Paige.tynan@wrexham.ac.uk.
Forensic science, medicine, and pathology
|January 4, 2024
概括
人工智能 (AI) 提高了法医科学的准确性,但也引起了人们的担忧. 负责任的整合需要解决偏见,隐私和透明度的可靠证据.
科学领域:
- 法医科学 法医科学 法医科学
- 人工智能的人工智能
- 数字法医学数字法医学
背景情况:
- 人工智能应用正在医学,人类学和数字法医等法医学科中迅速发展.
- 这些进步提高了识别和数字证据分析的准确性和效率.
研究的目的:
- 探索人工智能 (AI) 在法医科学中的整合.
- 确定潜在的影响,挑战和需要注意的领域,以负责任地采用人工智能.
主要方法:
- 这是一个评论,涉及到对现有文献和应用的批判性审查和讨论.
- 研究了人工智能应用的关键领域以及相关的伦理,法律和技术挑战.
主要成果:
- 人工智能提高了法医识别和数字证据分析的准确性和效率.
- 重要挑战包括隐私,数据保护,算法偏见,公平性和AI的"黑子"性质.
结论:
- 需要紧急关注道德使用,法律合规,透明度,问责制和标准化.
- 人工智能在法医科学中的负责任发展需要跨学科的合作,教育和人类的监督.
更多相关视频
09:49Holistic Facial Composite Creation and Subsequent Video Line-up Eyewitness Identification Paradigm
Published on: December 24, 2015
14.2K
11:49Enhanced Genetic Analysis of Single Human Bioparticles Recovered by Simplified Micromanipulation from Forensic ‘Touch DNA’ Evidence
Published on: March 9, 2015
15.7K
相关概念视频
Introduction to Cognitive Psychology
490
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
490
Intelligence
7.4K
The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
7.4K
Eyewitness Memory
110
Eyewitness memory refers to the recollection of events by someone who has directly witnessed them, often serving as critical evidence in legal settings. This type of memory is commonly used in criminal cases where a witness describes details like a suspect's appearance, clothing, or behavior during a crime. However, despite its perceived reliability, eyewitness memory is prone to significant errors.
One such error is memory distortion, which occurs because human memory does not function...
One such error is memory distortion, which occurs because human memory does not function...
110
Parallel Processing
152
The brain processes sensory information rapidly due to parallel processing, which involves sending data across multiple neural pathways at the same time. This method allows the brain to manage various sensory qualities, such as shapes, colors, movements, and locations, all concurrently. For instance, when observing a forest landscape, the brain simultaneously processes the movement of leaves, the shapes of trees, the depth between them, and the various shades of green. This enables a quick and...
152
Reason and Intuition
6.5K
The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
6.5K
Association Areas of the Cortex
5.4K
Association areas are regions of the cerebral cortex that do not have a specific sensory or motor function. Instead, they integrate and interpret information from various sources to enable higher cognitive processes such as memory, learning, and decision-making. Some key association areas include the following:
Prefrontal Association Area: This area is located in the frontal lobe and is involved in planning, decision-making, and moderating social behavior. It connects with primary motor areas,...
Prefrontal Association Area: This area is located in the frontal lobe and is involved in planning, decision-making, and moderating social behavior. It connects with primary motor areas,...
5.4K
