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相关概念视频

Acute Kidney Injury IV: Diagnostic Studies and Prevention01:30

Acute Kidney Injury IV: Diagnostic Studies and Prevention

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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...
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Nephrons01:10

Nephrons

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The kidneys are intricate organs with millions of working units known as nephrons. Each nephron features two major structures: the renal corpuscle, which facilitates blood plasma filtration, and the renal tubule, which handles the glomerular filtrate. Blood supply is directly linked to the nephrons. The renal corpuscle consists of the glomerulus, a capillary network, and the Bowman's capsule, a double-walled epithelial structure that encases the glomerulus. The filtering of blood plasma...
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Chronic Kidney Disease III: Interprofessional Care01:28

Chronic Kidney Disease III: Interprofessional Care

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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...
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Chronic Kidney Disease I: Introduction01:25

Chronic Kidney Disease I: Introduction

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Chronic Kidney Disease (CKD) arises when the kidneys progressively lose their ability to function, ultimately leading to end-stage renal disease. 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 for...
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相关实验视频

Updated: Jan 17, 2026

Using 2-Photon Microscopy to Quantify the Effects of Chronic Unilateral Ureteral Obstruction on Glomerular Processes
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计算性病理学的进步

David L Hölscher1, Roman D Bülow2, Martin Strauch2

  • 1Institute for Pathology, Rheinisch-Westfälische Technische Hochschule Aachen University Hospital, Aachen, Germany; Department for Nephrology and Clinical Immunology, Rheinisch-Westfälische Technische Hochschule Aachen University Hospital, Aachen, Germany.

Kidney international
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PubMed
概括

使用人工智能的计算病理学,通过自动化图像分析增强了病理诊断. 临床整合仍然面临挑战,但未来的发展有望改变这一领域.

关键词:
深度学习是一种深度学习.数字病理学数字病理学脏活组织检查病理学 是一种病理学.

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

  • 腎病理學 腎病理學
  • 计算病理学计算病理学
  • 数字病理学数字病理学

背景情况:

  • 传统的病理学依赖于定性和半定量评估.
  • 人工智能和深度学习的进步正在改变病理学.
  • 计算病理学将计算方法集成到数字病理学工作流程中.

研究的目的:

  • 为了提供一个全面的概述计算病理学在病理学的进展.
  • 讨论方法论方法,它们的优点和局限性.
  • 突出病理学中计算病理学的挑战和未来方向.

主要方法:

  • 定量性病理学 (病理学)
  • 深度学习用于图像分类和回归.
  • 自动化决策支持系统

主要成果:

  • 计算病理学可实现对组织病理学图像的自动化,高通量分析.
  • 方法提高了诊断的精度,可重复性和效率.
  • 病理学和深度学习等各种方法显示出显著的潜力.

结论:

  • 计算病理学正在重塑脏病理学诊断.
  • 临床实施必须解决技术,监管和伦理方面的挑战.
  • 该领域正进入一个令人兴奋的时代,有可能发生重大变革.