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相关概念视频

Pain01:20

Pain

481
Pain serves as a critical warning signal that alerts the body to potential or actual harm. When mechanical pressure on the skin is intense, such as from a sharp pinch, the sensation transitions from touch to pain. Similarly, extreme temperatures, like a hot pot handle, convert the sensation of heat into pain. Pain can also result from overstimulation of other senses, such as blinding light, loud noise, or the intense heat from habañero peppers. This ability to sense pain is essential for...
481
Nociception01:44

Nociception

27.9K
Nociception—the ability to feel pain—is essential for an organism’s survival and overall well-being. Noxious stimuli such as piercing pain from a sharp object, heat from an open flame, or contact with corrosive chemicals are first detected by sensory receptors, called nociceptors, located on nerve endings. Nociceptors express ion channels that convert noxious stimuli into electrical signals. When these signals reach the brain via sensory neurons, they are perceived as pain.
27.9K
Empathy02:34

Empathy

9.6K
Some researchers suggest that altruism operates on empathy. Empathy is the capacity to understand another person’s perspective, to feel what he or she feels. An empathetic person makes an emotional connection with others and feels compelled to help (Batson, 1991). Empathy can be expressed in several ways, including cognitive, affective, and motor. 
9.6K
Analgesia and Pain Management01:25

Analgesia and Pain Management

625
Pain is critical to various clinical pathologies, provoking an urgent need for effective management. Pain, whether acute or chronic, is a complex neurochemical process. Its alleviation depends on the type, with nonopioid analgesics effective for mild to moderate pain, such as musculoskeletal or inflammatory pain, while neuropathic pain responds best to anticonvulsants, tricyclic antidepressants, or serotonin/norepinephrine reuptake inhibitors. For severe acute or chronic pain, opioids may be...
625
Spinal Cord: Cross-sectional Anatomy01:16

Spinal Cord: Cross-sectional Anatomy

1.9K
The cross-sectional anatomy of the spinal cord offers a detailed view of its complex structure and function within the central nervous system. At the core of the spinal cord lies the gray matter, characterized by its butterfly or "H"-shaped appearance in cross-section. This central region is enveloped by white matter, with the overall structure divided into symmetrical halves by the dorsal median sulcus and the ventral median fissure.
Gray Matter and its Components
Central to the gray matter is...
1.9K
Spinal Cord: Information Processing01:10

Spinal Cord: Information Processing

1.3K
The spinal cord is an integral hub for motor and sensory information that enables the brain to communicate with the peripheral nervous system (PNS). This communication consists of relaying sensory data and transmission of motor commands.
Sensory Information Processing
Sensory information processing begins at the sensory receptors located in the skin and other tissues, which detect somatic sensory stimuli such as touch, temperature, or pain. These receptors function as catalysts, initiating...
1.3K

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相关实验视频

Updated: Jul 5, 2025

Author Spotlight: Quantifying Pain Experience – An Illustrative Approach Using the Pain Body Diagram
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Author Spotlight: Quantifying Pain Experience – An Illustrative Approach Using the Pain Body Diagram

Published on: July 7, 2023

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开发一个知识图嵌入式模型的疼痛的发展.

Jaya Chaturvedi1, Tao Wang1, Sumithra Velupillai1

  • 1Institute of Psychiatry, Psychology and Neurosciences, King's College London, London, United Kingdom.

AMIA ... Annual Symposium proceedings. AMIA Symposium
|January 15, 2024
PubMed
概括

这项研究使用来自电子健康记录和SNOMED CT的知识图嵌入式来建模疼痛概念. 这种方法通过表示复杂的关系来增强对疼痛的理解,以便更好地进行计算分析.

科学领域:

  • 医疗信息学 医疗信息学
  • 计算语言学 计算语言学
  • 知识表示 知识表示

背景情况:

  • 疼痛是一种复杂的现象,有相互关联的概念,对于了解患者健康至关重要.
  • 从电子健康记录 (EHR) 中建模疼痛是具有挑战性的,因为数据的复杂性.
  • 知识图提供了一种结构化的方式来表示与疼痛相关的概念和关系.

研究的目的:

  • 为疼痛概念构建知识图嵌入模型.
  • 将非结构化心理健康电子健康记录的信息与结构化医学知识 (SNOMED CT) 整合起来.
  • 在链接预测任务上评估这些模型的有效性.

主要方法:

  • 从非结构化的EHR文本中提取了疼痛概念和关系.
  • 使用SNOMED CT来结合外部医学知识.
  • 开发和训练知识图嵌入模型.
  • 使用主体对象链接预测任务评估的模型.

主要成果:

  • 构建的知识图嵌入模型在表示与疼痛相关的概念及其关系方面表现出有效性.
  • 对链接预测任务的基线模型进行了性能评估.
  • 这些模型成功地整合了异质数据源 (EHR和SNOMED CT).

更多相关视频

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
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A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports

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An Experimental Paradigm for the Prediction of Post-Operative Pain PPOP
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An Experimental Paradigm for the Prediction of Post-Operative Pain PPOP

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相关实验视频

Last Updated: Jul 5, 2025

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An Experimental Paradigm for the Prediction of Post-Operative Pain PPOP
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An Experimental Paradigm for the Prediction of Post-Operative Pain PPOP

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结论:

  • 知识图嵌入为分析复杂的疼痛概念提供了一个计算可处理的方法.
  • 将EHR数据与标准化医学术语 (如SNOMED CT) 整合起来,可以增强疼痛知识的表现.
  • 这种方法有可能改善临床环境中的疼痛理解和建模.