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

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

Performing multiple biomarker tests delays initiation of amyloid-targeting treatments.

Alzheimer's & dementia (Amsterdam, Netherlands)·2026
Same author

Plasma GDF15 affects long-term dementia risk and alters neuroimmune signaling.

Science advances·2026
Same author

Evaluation of bone formation within β-tricalcium phosphate scaffolds in a sheep scapular bioreactor model using micro-computed tomography analysis.

Regenerative biomaterials·2026
Same author

Comparison of the treatment outcomes and identification of the risk factors associated with unfavorable outcomes among extra pulmonary and pulmonary tuberculosis patients under NTEP.

BMC infectious diseases·2026
Same author

Characterizing Parental Use of a HIPAA-Compliant Large Language Model Chatbot in Rare Pediatric Diseases: Insights from Think-Aloud Sessions.

Applied clinical informatics·2026
Same author

Withaferin A in breast cancer therapy: multi-targeted modulation of redox homeostasis, autophagy, and apoptosis.

Journal of Asian natural products research·2026
Same journal

Alpha-Gal Syndrome: Unrecognized Risks of a Tick-Bite-Associated Allergy in Transplantation and Cellular Therapy.

American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons·2026
Same journal

Comment on "Role of social determinants and outcomes of patients with alcohol-associated liver disease referred for early liver transplantation: A multicenter analysis".

American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons·2026
Same journal

Ebola disease caused by Bundibugyo virus, Democratic Republic of the Congo & Uganda.

American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons·2026
Same journal

Donor Acute Kidney Injury Is Not Associated With Inferior Outcomes After Simultaneous Pancreas-Kidney Transplantation.

American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons·2026
Same journal

Human Biopsy-Defined IRI-Selective Reperfusion Signature Prioritizes Reperfusion-Timed MEK Inhibition After DCD Liver Transplantation.

American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons·2026
Same journal

OPERATIONAL TOLERANCE FOLLOWING INTESTINAL TRANSPLANTATION: A CASE REPORT WITH COMPREHENSIVE IMMUNE FOLLOW-UP FROM TRANSPLANT DAY TO THREE YEARS POST-IMMUNOSUPPRESSION WITHDRAWAL.

American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons·2026
查看所有相关文章

相关实验视频

Updated: Jul 23, 2025

Author Spotlight: Advancing Lung Transplant Immunology Through Intravital Imaging
04:16

Author Spotlight: Advancing Lung Transplant Immunology Through Intravital Imaging

Published on: April 19, 2024

1.0K

开发机器学习模型,预测肺移植后的初级移植功能障碍.

Andrew P Michelson1, Inez Oh2, Aditi Gupta3

  • 1Division of Pulmonary and Critical Care Medicine, Department of Medicine, Washington University School of Medicine, Saint Louis, Missouri, USA; Institute for Informatics, Washington University School of Medicine, Saint Louis, Missouri, USA.

American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons
|July 19, 2023
PubMed
概括
此摘要是机器生成的。

机器学习模型可以预测肺移植接受者的初级移植功能障碍 (PGD) 风险. 这种工具有助于临床医生做出接受捐赠者的决定,有可能改善结果和器官利用率.

关键词:
肺部移植 肺部移植机器学习是机器学习.预测建模预测建模主要的移植功能障碍.

更多相关视频

A Rat Lung Transplantation Model of Warm Ischemia/Reperfusion Injury: Optimizations to Improve Outcomes
07:37

A Rat Lung Transplantation Model of Warm Ischemia/Reperfusion Injury: Optimizations to Improve Outcomes

Published on: October 28, 2021

3.0K
Study of Experimental Organ Donation Models for Lung Transplantation
08:56

Study of Experimental Organ Donation Models for Lung Transplantation

Published on: March 15, 2024

1.7K

相关实验视频

Last Updated: Jul 23, 2025

Author Spotlight: Advancing Lung Transplant Immunology Through Intravital Imaging
04:16

Author Spotlight: Advancing Lung Transplant Immunology Through Intravital Imaging

Published on: April 19, 2024

1.0K
A Rat Lung Transplantation Model of Warm Ischemia/Reperfusion Injury: Optimizations to Improve Outcomes
07:37

A Rat Lung Transplantation Model of Warm Ischemia/Reperfusion Injury: Optimizations to Improve Outcomes

Published on: October 28, 2021

3.0K
Study of Experimental Organ Donation Models for Lung Transplantation
08:56

Study of Experimental Organ Donation Models for Lung Transplantation

Published on: March 15, 2024

1.7K

科学领域:

  • 心脏病学 心脏病学
  • 肺部医学 肺部医学
  • 移植手术 移植手术

背景情况:

  • 主要移植功能障碍 (PGD) 是肺移植后死亡的主要原因.
  • 由于复杂的捐赠者/接受者因子相互作用,预测PGD风险具有挑战性.
  • 目前的方法对于接受捐赠者的决定缺乏明确性.

研究的目的:

  • 开发和评估用于预测PGD 3年级的机器学习 (ML) 模型.
  • 为了确定在接受捐赠者报价时可用的预测变量.
  • 为了改善捐赠者-接受者匹配和器官利用.

主要方法:

  • 对576名双边肺接受者的回顾性队列研究.
  • 使用拉索回归来选择11个关键预测变量.
  • 开发并验证了一个K-最近邻居 (KNN) ML模型.

主要成果:

  • 30% (173/576) 的接受者发展了PGD 3级.
  • 在KNN模型中,AUC达到0.65.
  • ML模型表现出良好的校准和性能.

结论:

  • 机器学习模型可以使用移植前数据预测PGD 3级风险.
  • 这种预测能力可以为接受捐赠者的决定提供信息.
  • ML对优化肺移植结果充满希望.