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

Kidney Transplant I: Introduction01:28

Kidney Transplant I: Introduction

A kidney transplant is a surgical approach that involves replacing a non-functioning kidney with a healthy one from a donor. This procedure is often a treatment option for end-stage renal disease (ESRD) patients. The method requires careful recipient selection, including evaluating various medical and psychosocial factors. These criteria vary between transplant centers but generally include assessments of the patient's overall health, adherence to medical recommendations, and lifestyle...
Chronic Kidney Disease III: Interprofessional Care01:28

Chronic Kidney Disease III: Interprofessional Care

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...
Acute Kidney Injury IV: Diagnostic Studies and Prevention01:30

Acute Kidney Injury IV: Diagnostic Studies and Prevention

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...
Acute Kidney Injury I: Introduction01:22

Acute Kidney Injury I: Introduction

Introduction:Acute Kidney Injury (AKI) describes a swift decrease in kidney function occurring over hours to days, characterized by the kidneys' failure to remove waste products from the bloodstream. This leads to dangerous complications like metabolic acidosis, fluid overload, and electrolyte imbalances, such as hyperkalemia, which can cause life-threatening arrhythmias. AKI is common in both hospital and outpatient settings, often triggered by dehydration, sepsis, or exposure to nephrotoxic...
Kidney Transplant III: Nursing Management01:16

Kidney Transplant III: Nursing Management

Postoperative Nursing Management for Kidney Transplant PatientsPostoperative nursing management care includes monitoring the surgical site, encouraging early movement, and promoting lung health through breathing exercises. Nurses also administer prescribed medications like H2-blockers, such as famotidine, or proton pump inhibitors, like omeprazole, to help prevent gastrointestinal ulcers and bleeding. Fungal infections in the mouth and bladder can result from immunosuppressive and antibiotic...
Kidney Transplant II: Surgical Procedure01:26

Kidney Transplant II: Surgical Procedure

Preoperative ManagementThe primary goals of preoperative management in kidney transplantation are to optimize the patient’s metabolic state and prepare them for surgery through diet adjustments, necessary dialysis, and tailored medical treatment. This phase also involves comprehensive infection screening and patient education about the surgical procedure and postoperative care to improve outcomes and adherence.Medical ManagementA comprehensive evaluation is required for both the living donor...

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

Vitamin D3 and Body Composition Association with Graft Function in Long-Term Kidney Transplant Recipients.

International journal of molecular sciences·2026
Same author

High Concordance between ddPCR- and NGS-Based Quantification of Donor-Derived Cell-Free DNA Percentage after Kidney Transplantation.

Clinical chemistry·2026
Same author

Cyclosporin a- versus tacrolimus-specific lesions in calcineurin inhibitor nephrotoxicity.

Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association·2026
Same author

Human-AI Interaction in Kidney Transplant Decision Support Systems: Qualitative Study of Patient and Support Person Expectations.

Journal of medical Internet research·2026
Same author

Normalization of nCounter Gene Expression Data Alters Molecular Diagnostics in Kidney Transplantation.

Journal of the American Society of Nephrology : JASN·2026
Same author

Patient Perceptions of Blockchain-Based Health Information Exchange: User-Centered Design Study.

Journal of medical Internet research·2026

相关实验视频

Updated: Jun 16, 2026

Robot-Assisted Kidney Transplantation
07:30

Robot-Assisted Kidney Transplantation

Published on: July 19, 2021

3.6K

对改善移植结果的AI的NephroCAGE-德国-加拿大联盟:算法开发和验证研究协议.

Matthieu-P Schapranow1, Mozhgan Bayat1, Aadil Rasheed1

  • 1Hasso Plattner Institute for Digital Engineering, University of Potsdam, Potsdam, Germany.

JMIR research protocols
|December 22, 2023
PubMed
概括

这项研究使用人工智能 (AI) 和联合学习来利用跨国移植数据预测移植后的风险,通过保护隐私的数据分析增强患者的结果.

关键词:
临床预测模型的临床预测模型.提供者-接受者匹配匹配.联合的学习基础设施.移植脏移植 移植脏多国移植数据集 多国移植数据集移植后的风险 移植后的风险

更多相关视频

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
07:13

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform

Published on: April 12, 2021

4.3K
Murine Renal Transplantation Procedure
18:48

Murine Renal Transplantation Procedure

Published on: July 10, 2009

29.8K

相关实验视频

Last Updated: Jun 16, 2026

Robot-Assisted Kidney Transplantation
07:30

Robot-Assisted Kidney Transplantation

Published on: July 19, 2021

3.6K
Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
07:13

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform

Published on: April 12, 2021

4.3K
Murine Renal Transplantation Procedure
18:48

Murine Renal Transplantation Procedure

Published on: July 10, 2009

29.8K

科学领域:

  • 腎臟病學 (nephrology) 是一種醫學專業.
  • 人工智能的人工智能
  • 数据科学数据科学数据科学

背景情况:

  • 人工智能算法越来越多地用于各种领域的复杂数据分析.
  • 这项研究探讨了人工智能在移植科中的应用,用于预测严重的移植后事件.
  • 它涉及结合跨国真实世界移植数据,需要强有力的法律和技术保障.

研究的目的:

  • 开发和评估过程,软件和方法,以结合来自德国和加拿大的移植数据 (超过8000例).
  • 实施保护敏感移植数据的措施.
  • 使用跨国数据建立高质量的预测AI模型的基础.

主要方法:

  • 将在私有区块链上实施一个去中心化的NephroCAGE联合学习基础设施.
  • 临床预测模型 (CPM) 将转移到临床场所进行本地分析,保护敏感数据.
  • 人工智能算法 (例如随机森林,极端梯度提升) 将与CPM开发进行比较,以预测移植失败或死亡率.

主要成果:

  • 在2021年2月获得初始资金.
  • 到2022年,从所有临床合作伙伴获得伦理审批.
  • 从临床移植数据库中提取变量从2022年开始;到2023年8月检索了8120个患者记录.
  • 目前正在进行CPM的开发和验证.

结论:

  • 这项研究开创了德国和加拿大移植数据的结合.
  • 联合学习将被用于对现实世界移植数据的CPM的隐私保护培训.
  • 将开发一个学习软件系统来分析人口特异性和个人对移植后结果的影响.