Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Chronic Kidney Disease I: Introduction01:25

Chronic Kidney Disease I: Introduction

18
Chronic Kidney Disease (CKD) arises when the kidneys progressively lose their ability to function, ultimately leading to end-stage kidney disease (ESKD). At this advanced stage, the kidneys can no longer filter waste or maintain essential body functions, requiring renal replacement therapy (RRT) through dialysis or a kidney transplant for survival.Early-stage chronic kidney disease and detection challengesIn CKD's early stages, symptoms often remain absent because healthy nephrons compensate...
18
Chronic Kidney Disease III: Interprofessional Care01:28

Chronic Kidney Disease III: Interprofessional Care

21
Chronic kidney disease (CKD) requires collaborative and comprehensive management. CKD progresses through stages and can lead to end-stage kidney disease (ESKD) if untreated. Interprofessional collaboration and patient education are crucial, enabling patients to manage their health and improve their quality of life.Diagnostic approach for chronic kidney diseaseThe diagnosis of CKD primarily focuses on the glomerular filtration rate (GFR), which assesses kidney function by measuring how well...
21
Acute Kidney Injury IV: Diagnostic Studies and Prevention01:30

Acute Kidney Injury IV: Diagnostic Studies and Prevention

19
Accurate diagnosis and effective prevention are critical in managing Acute Kidney Injury (AKI), which is linked to high mortality rates ranging from 10% to 80%. Timely recognition of at-risk patients and careful monitoring can significantly reduce the likelihood of kidney damage.Diagnostic Assessments:The diagnostic process starts with a comprehensive medical history to identify prerenal, intrarenal, and postrenal causes.Prerenal causes, such as dehydration, hypotension, or blood loss, should...
19
Chronic Kidney Disease IV: Nursing Management01:18

Chronic Kidney Disease IV: Nursing Management

9
Nursing management is essential for preventing complications, maintaining stability, and improving patients' quality of life in chronic kidney disease (CKD). By using a structured approach, nurses help slow CKD progression and support effective patient care​.1. Comprehensive patient assessmentEffective management begins with nurses reviewing the patient’s medical history, and identifying key risk factors like diabetes, hypertension, and nephrotoxic drug use. Nurses assess signs of...
9
Chronic Kidney Disease II: Clinical Manifestations01:24

Chronic Kidney Disease II: Clinical Manifestations

12
Chronic Kidney Disease (CKD) progressively impairs multiple body systems due to the accumulation of uremic toxins, which disrupt cellular functions across various organs.Neurologic symptomsNeurologic symptoms often arise early in CKD, as uremic toxin buildup drives changes in cognitive and motor functions. Patients frequently experience fatigue, headache, confusion, difficulty concentrating, and, in severe cases, seizures. Peripheral neuropathy commonly manifests as burning sensations in the...
12
Factors Affecting Renal Clearance: Renal Impairment01:17

Factors Affecting Renal Clearance: Renal Impairment

101
Renal dysfunction significantly impairs the renal clearance of drugs, leading to potential complications in drug therapy. Renal failure, which can be caused by various factors, poses a significant challenge in the elimination of drugs from the body.
One condition associated with renal failure is uremia. Uremia is characterized by impaired glomerular filtration and fluid accumulation in the body. This condition hinders the renal clearance of drugs, resulting in drug accumulation and potential...
101

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Epidemiological patterns of animal bites in urban and rural areas of Sarakhs County, Iran: a cross-sectional study (2017-2024).

BMC veterinary research·2026
Same author

Repurposing an antimicrobial arginine-rich decapeptide as a novel anticancer agent: Evidence from <i>in vitro</i> and <i>in vivo</i> breast cancer models.

Iranian journal of basic medical sciences·2026
Same author

Changes in Balance Outcomes Following High Tibial Osteotomy in Patients With Knee Osteoarthritis: A Systematic Review.

Health science reports·2026
Same author

Development and Optimization of Beeswax-Coriander Essential Oil-Based Nanostructured Lipid Carriers for Encapsulation of Anthocyanin-Rich Barberry Extract.

Foods (Basel, Switzerland)·2026
Same author

Novel nanoliposomes for targeted codelivery of three anticancer agents against head and neck squamous cell carcinoma.

Research in pharmaceutical sciences·2026
Same author

Health Literacy Prediction Based on Information Literacy and Physical Literacy Components: A Cross-Sectional Study.

Health science reports·2026

相关实验视频

Updated: Jul 12, 2025

5/6 Nephrectomy Using Sharp Bipolectomy Via Midline Laparotomy in Rats
05:34

5/6 Nephrectomy Using Sharp Bipolectomy Via Midline Laparotomy in Rats

Published on: April 4, 2025

635

使用数据挖掘技术预测慢性病:一项综述研究

Mohammad Sattari1, Maryam Mohammadi2

  • 1Health Information Technology Research Center, Isfahan University of Medical Sciences, Isfahan, Iran.

International journal of preventive medicine
|October 19, 2023
PubMed
概括

这项研究审查了用于预测慢性病 (CKD) 的数据挖掘技术. 随机森林模型显示了最高的准确性,识别了早期CKD检测和管理的专利蛋白和年龄等关键风险因素.

关键词:
分类 分类 分类 分类.数据挖掘是数据挖掘的一个方法.诊断 诊断 诊断 诊断 诊断 诊断脏疾病 脏疾病机器学习是机器学习.

更多相关视频

Comparative Proteomic Analysis of Whole Kidney, Medulla, and Cortical Tubules in Diabetic Pathogenesis of Kidney Injury in Mice
10:37

Comparative Proteomic Analysis of Whole Kidney, Medulla, and Cortical Tubules in Diabetic Pathogenesis of Kidney Injury in Mice

Published on: May 2, 2025

200
Early Detection of Drug-Induced Renal Hemodynamic Dysfunction Using Sonographic Technology in Rats
06:38

Early Detection of Drug-Induced Renal Hemodynamic Dysfunction Using Sonographic Technology in Rats

Published on: March 11, 2016

12.1K

相关实验视频

Last Updated: Jul 12, 2025

5/6 Nephrectomy Using Sharp Bipolectomy Via Midline Laparotomy in Rats
05:34

5/6 Nephrectomy Using Sharp Bipolectomy Via Midline Laparotomy in Rats

Published on: April 4, 2025

635
Comparative Proteomic Analysis of Whole Kidney, Medulla, and Cortical Tubules in Diabetic Pathogenesis of Kidney Injury in Mice
10:37

Comparative Proteomic Analysis of Whole Kidney, Medulla, and Cortical Tubules in Diabetic Pathogenesis of Kidney Injury in Mice

Published on: May 2, 2025

200
Early Detection of Drug-Induced Renal Hemodynamic Dysfunction Using Sonographic Technology in Rats
06:38

Early Detection of Drug-Induced Renal Hemodynamic Dysfunction Using Sonographic Technology in Rats

Published on: March 11, 2016

12.1K

科学领域:

  • 腎臟病學 (nephrology) 是一種醫學專業.
  • 数据科学数据科学数据科学
  • 医疗信息学 医疗信息学

背景情况:

  • 慢性病 (CKD) 是一个重要的和不断升级的全球健康问题.
  • 早期诊断,有效的管理和控制对于减轻CKD影响至关重要.
  • 数据挖掘和分类方法为预测病进展提供了有希望的途径.

研究的目的:

  • 系统地审查和分析用于预测病的分类方法.
  • 在CKD预测研究中确定最常用的数据挖掘技术和重要的风险因素.
  • 在病预测的背景下,评估不同数据挖掘模型的性能.

主要方法:

  • 对2016年至2021年期间以英语出版的文章进行了全面的文献搜索.
  • 包括专注于用于预测病的分类方法的研究.
  • 进行了数据挖掘技术的频率分析,并确定了风险因素.

主要成果:

  • 支持向量机,天真贝斯和K-最近邻居是最常见的数据挖掘技术.
  • 随机森林,神经网络和决策树也经常被使用.
  • 经常与CKD相关的关键危险因素包括白蛋白,年龄,红细胞,细胞和血清肌素.
  • 随机森林技术展示了最高的预测性能 (收益率).

结论:

  • 数据挖掘模型,特别是随机森林,是预测慢性病的有效工具.
  • 识别白蛋白和年龄等关键风险因素对于早期检测和干预策略至关重要.
  • 建议利用更大的数据集进行进一步的研究,以加强CKD风险因素的分析和验证.