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

Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

5.6K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.6K
Combination Therapies and Personalized Medicine02:50

Combination Therapies and Personalized Medicine

4.9K
Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
4.9K

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

Local Birefringence Imaging by Similar Mueller Matrix Averaging Method in Catheter-Based Polarization-Sensitive Optical Coherence Tomography.

Chemical & biomedical imaging·2026
Same author

Efficacy of Vonoprazan-Doxycycline Dual Therapy for the Treatment of <i>Helicobacter pylori</i> Infection: A Retrospective Cohort Study.

Infection and drug resistance·2026
Same author

Digital Twin Applications in Diabetes Management: Scoping Review.

JMIR diabetes·2026
Same author

Participatory Digital Twins for Chronic Care: From Predictive Models to Shared Sensemaking.

Journal of participatory medicine·2026
Same author

MRI-based clinicoradiologic model for identifying MT-HCC with distinct postoperative prognosis and potential association with postoperative TKI-ICI therapy.

Frontiers in immunology·2026
Same author

Peer Support in Online Women's Health Communities: Mixed Methods Formative Analysis of Reddit Discourse.

JMIR formative research·2026
Same journal

Precision Proteomic Profiling of Systemic Lupus Erythematosus-Correlating Disease Activity and Complement Levels with Clinical Phenotypes.

Biomedicines·2026
Same journal

The Role of Salivary Microbiota in Pancreatic Cancer: From Screening to Tumor Progression and Treatment Response.

Biomedicines·2026
Same journal

Diagnostic Utility of Surface Electromyography for Identifying Muscles Affected by Myofascial Trigger Points: A Scoping Review.

Biomedicines·2026
Same journal

Performance Assessment of a Locally Semi-Automated NGS-Based Workflow for Homologous Recombination Deficiency Testing in High-Grade Serous Ovarian Carcinoma.

Biomedicines·2026
Same journal

Coupling and Uncoupling Pleiotropy Between Hypertension and Type 2 Diabetes Contribute to Exploring Potential Heterogeneity in Cardiovascular Risk in East Asian Population.

Biomedicines·2026
Same journal

Maternal Response to Therapeutic Plasma Exchange in Early Gestation: A Case Series of Thrombotic Microangiopathies and Neurological Disorders.

Biomedicines·2026
查看所有相关文章

相关实验视频

Updated: Jun 14, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
10:28

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease

Published on: July 24, 2019

15.2K

为个性化糖尿病预测提供分散和安全的协作框架.

Md Rakibul Hasan1, Qingrui Li1, Utsha Saha1

  • 1Department of Computer Science, North Dakota State University, Fargo, ND 58105, USA.

Biomedicines
|August 29, 2024
PubMed
概括
此摘要是机器生成的。

这项研究引入了使用区块链和联合学习进行安全,私人糖尿病预测的新框架. 它通过结合来自多个机构的数据而实现强大,个性化的模型,而不会影响患者的隐私.

关键词:
区块链区块链区块链区块链区块链糖尿病预测 糖尿病预测联合学习的联合学习机器学习是机器学习.个性化的医疗保健

更多相关视频

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
07:51

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis

Published on: September 26, 2018

7.6K
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

4.2K

相关实验视频

Last Updated: Jun 14, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
10:28

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease

Published on: July 24, 2019

15.2K
Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
07:51

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis

Published on: September 26, 2018

7.6K
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

4.2K

科学领域:

  • 医疗信息学 医疗信息学
  • 人工智能在医学中的应用
  • 区块链技术 区块链技术

背景情况:

  • 糖尿病是一个全球性的健康挑战,需要改进预测模型.
  • 集中式预测模型面临数据多样性和患者隐私方面的局限性.
  • 早期和个性化的糖尿病预测可以提高患者的治疗结果.

研究的目的:

  • 开发一种新的糖尿病预测框架,整合区块链和联合学习.
  • 解决传统模型的隐私风险和数据多样性限制.
  • 提高医疗保健数据的安全性和伦理性使用,用于糖尿病预测.

主要方法:

  • 利用区块链进行安全,分散的数据管理和访问控制.
  • 实现分布式模型培训的联合学习,而无需共享数据.
  • 集成区块链和联合学习,创建一个新的协作框架.

主要成果:

  • 拟议的框架显示了糖尿病的良好预测性能.
  • 与集中式方法相比,在隐私和安全方面取得了显著的改进.
  • 该框架有助于开发可靠和个性化的糖尿病预测模型.

结论:

  • 综合区块链和联合学习框架为糖尿病预测提供了一个有前途的解决方案.
  • 这种方法使分布式医疗保健数据的道德和有效利用成为可能.
  • 该框架增强了医疗预测中的数据安全,隐私和模型稳定性.