视觉化化疗协议的现实世界临床交付的变化
Georgina Kennedy1,2,3, Meg Stevens1, Timothy Churches1,2
1Faculty of Medicine & Health, UNSW Sydney, Australia.
Studies in health technology and informatics
|January 25, 2024
概括
传统方法与化疗方案的变化作斗争. 本研究引入了新的可视化和集群,以更好地了解复杂的现实世界癌症治疗调整及其历史相关性.
科学领域:
- 在瘤学瘤学.
- 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:
- 统一变量统计措施不能充分反映现实世界化疗治疗变量的复杂性.
- 了解治疗调整对于个性化癌症护理至关重要.
研究的目的:
- 为分析多维化疗治疗变异提出新的可视化技术.
- 探索观察到的治疗变化和历史临床事件之间的关系.
主要方法:
- 对观察到的治疗事件开发新的可视化方法.
- 与初始化疗处方进行治疗的比较.
- 集群技术的应用,以确定治疗变化的模式.
主要成果:
- 可视化有效地捕捉了治疗调整的多维复杂性.
- 聚类证实了拟议的可视化方法的实用性.
- 观察到的治疗变化与历史事件成功相关.
结论:
- 新的可视化和聚类方法为化疗方案变异性提供了更深入的见解.
- 这些方法可以提高对现实世界癌症治疗动态的理解.
- 进一步的研究可以利用这些技术进行个性化治疗策略.
相关概念视频
Methods of Documentation VI: Case Management Model
573
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
For example, a patient with a chronic...
573
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...
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
Drug Dosage Regimen: Overview
3.5K
A drug dosage regimen describes the specific instructions and schedule for administering a drug to a patient. It considers factors such as drug dosage, frequency, route of administration, and duration of treatment. Designing an appropriate dosage regimen for a patient aims to achieve a target drug concentration at the site of action.
Typically, the starting dose and dosing interval are guided by the manufacturer's recommendations based on clinical trials conducted during and after drug...
Typically, the starting dose and dosing interval are guided by the manufacturer's recommendations based on clinical trials conducted during and after drug...
3.5K
Flow Sheet
1.6K
Flowsheets are valuable tools in nursing documentation. They enable healthcare professionals to efficiently record and monitor various patient assessments and measurements in a consolidated format.
Here's a closer look at the examples of flowsheets commonly used by nurses:
Graphic Sheet Documentation:
Here's a closer look at the examples of flowsheets commonly used by nurses:
Graphic Sheet Documentation:
1.6K
Clinical Trials
6.7K
Clinical trials are prospective experimental studies conducted on humans to determine the safety and efficacy of treatments, drugs, diet methods, and medical devices. Using statistics in clinical trials enables researchers to derive reasonable and accurate conclusions from the collected data, allowing them to make wise decisions in uncertain situations. In medical research, statistical methods are crucial for preventing errors and bias.
There are four phases in a clinical trial. A phase one...
There are four phases in a clinical trial. A phase one...
6.7K
Cancer Survival Analysis
348
Cancer survival analysis focuses on quantifying and interpreting the time from a key starting point, such as diagnosis or the initiation of treatment, to a specific endpoint, such as remission or death. This analysis provides critical insights into treatment effectiveness and factors that influence patient outcomes, helping to shape clinical decisions and guide prognostic evaluations. A cornerstone of oncology research, survival analysis tackles the challenges of skewed, non-normally...
348


