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相关概念视频

Glucose Homeostasis: Regulation of Blood Glucose01:02

Glucose Homeostasis: Regulation of Blood Glucose

1.8K
Carbohydrates consumed through foods are converted into glucose, a crucial energy source for the body. In the prandial state, high blood glucose levels stimulate the secretion of insulin from the pancreas. Insulin inhibits hepatic glucose production and stimulates glucose uptake and metabolism by muscle and adipose tissue. The excess glucose is converted into glycogen and stored in the liver and muscles.
During fasting, when blood glucose levels are low, the pancreas secretes glucagon. it...
1.8K
Hormones Regulating Blood Glucose01:16

Hormones Regulating Blood Glucose

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Insulin is released by beta cells of the pancreas when blood glucose levels are high. It facilitates glucose absorption and utilization in insulin-dependent cells with insulin receptors on their plasma membranes. Insulin promotes glucose uptake by increasing the number of glucose transport proteins in the cell membrane, allowing glucose to enter the cell. As a result, glucose utilization and ATP production are enhanced.
In addition to accelerating glucose uptake and utilization, insulin has...
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Diabetes Mellitus: Type 2 and Gestational01:22

Diabetes Mellitus: Type 2 and Gestational

2.5K
Type 2 diabetes, characterized by insulin resistance, arises when the insulin receptors on cells lose responsiveness to insulin, diminishing the cell's capacity to take up glucose, resulting in elevated blood glucose levels. To receive a diagnosis of Type 2 diabetes, a series of blood glucose tests are necessary to assess whether the blood glucose falls within normal parameters. If the result is out of the normal range, a patient may be diagnosed as prediabetic or diabetic, depending on the...
2.5K
Neural Regulation of Blood Pressure01:18

Neural Regulation of Blood Pressure

2.9K
The neural regulation of blood pressure involves intricate interactions between the autonomic nervous system (ANS) and cardiovascular system, ensuring adequate perfusion of tissues. This regulation primarily occurs through baroreceptor and chemoreceptor reflexes, involving both short-term and long-term mechanisms.
Baroreceptor Reflex
Baroreceptors, located in the carotid sinuses and aortic arch, detect changes in blood pressure. When blood pressure rises, these stretch-sensitive receptors...
2.9K
Glucose Homeostasis: Pancreatic Islets and Insulin Secretion01:27

Glucose Homeostasis: Pancreatic Islets and Insulin Secretion

1.3K
The pancreatic islets comprising only 1%-2% of the volume are highly vascularized and innervated mini-organs. They contain five endocrine cell types, including β cells that secrete insulin, which is synthesized as a single polypeptide chain, preproinsulin, processed to proinsulin, and finally to insulin and C-peptide. This process is complex and regulated, involving the Golgi complex, the endoplasmic reticulum, and the secretory granules of the β cell.
Insulin and C-peptide are...
1.3K
Physiological Pharmacokinetic Models: Blood Flow-Limited Versus Diffusion-Limited Models00:57

Physiological Pharmacokinetic Models: Blood Flow-Limited Versus Diffusion-Limited Models

119
Physiological pharmacokinetic models, often called flow-limited or perfusion models, typically assume a swift drug distribution between tissue and venous blood, creating a rapid drug equilibrium. This premise is based on the idea that drug diffusion is extremely fast, and the cell membrane presents no barrier to drug permeation. In this scenario, where no drug binding occurs, the drug concentration in the tissue equals that of the venous blood leaving the tissue. This greatly simplifies the...
119

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相关实验视频

Updated: Jul 24, 2025

A Method for Manipulating Blood Glucose and Measuring Resulting Changes in Cognitive Accessibility of Target Stimuli
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A Method for Manipulating Blood Glucose and Measuring Resulting Changes in Cognitive Accessibility of Target Stimuli

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基于代学习控制架构的血糖预测的二维模型框架.

Shuang Wen1, Hongru Li2, Rui Tao1

  • 1College of Information Sciences and Engineering, Northeastern University, No. 11 St. 3, Wenhua Road, Heping District, Shenyang, 110819, People's Republic of China.

Medical & biological engineering & computing
|July 3, 2023
PubMed
概括

预测未来的血糖 (BG) 水平对于糖尿病管理至关重要. 使用神经网络的新2D模型框架提高了BG预测的准确性,并通过考虑每日和每日间的血糖动态来减少延迟.

关键词:
这是一个二维模型.血糖预测 血糖预测代式学习控制1 型糖尿病 1 型糖尿病

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科学领域:

  • 生物医学工程 生物医学工程
  • 医疗保健中的人工智能
  • 糖尿病 技术 技术

背景情况:

  • 准确,个性化的血糖 (BG) 预测对于促进糖尿病管理至关重要.
  • 人类的昼夜节律和生活方式影响日常血糖动态,为预测建模提供了潜力.

研究的目的:

  • 开发一个先进的模型框架,准确及时预测未来的血糖水平.
  • 为了提高预测准确性,利用白天和白天的血糖数据.

主要方法:

  • 开发了一个以代学习控制 (ILC) 为灵感的二维 (2D) 模型框架.
  • 辐射基函数神经网络被用来捕捉葡萄糖代谢中的非线性.
  • 在各种预测视野 (PHs) 的in silico数据集上构建并验证了特定患者的模型.

主要成果:

  • 2D框架显示,对血糖水平的预测准确性增加.
  • 该模型成功地减少了预测未来血糖趋势的延迟.
  • 该方法有效地整合了短距离 (一天内) 和长距离 (一天内) 血糖信息.

结论:

  • 拟议的二维建模框架为血糖预测提供了一种新的方法.
  • 这种方法增强了个性化的葡萄糖管理,包括在低血糖预警和血糖控制中的应用.
  • 这些发现有助于开发更复杂的糖尿病管理技术.