人工智能:在心脏瘤学中的应用以及对种族差异的潜在影响
Gift Echefu1, Rushabh Shah2, Zanele Sanchez3,4
1Division of Cardiovascular Medicine, University of Tennessee, Memphis, TN, USA.
American heart journal plus : cardiology research and practice
|November 25, 2024
概括
人工智能 (AI) 可以通过预测癌症治疗的心脏毒性来改善心脏瘤学. 仔细实施至关重要,以避免加剧医疗保健差异,并确保公平的患者结果.
科学领域:
- 心脏瘤学 - 心脏瘤学
- 人工智能的人工智能
- 心血管医学 心血管医学
背景情况:
- 癌症治疗通常会在幸存者中引起心血管毒性.
- 心脏瘤学专注于预防和治疗这些心脏并发症.
- 心血管风险在癌症治疗期间受到各种因素的影响.
研究的目的:
- 探索人工智能 (AI) 对心脏瘤护理的影响.
- 突出AI在预测癌症治疗心脏毒性方面的作用.
- 在AI实施中解决潜在的种族和民族偏见.
主要方法:
- 审查当前的AI应用在心脏瘤学.
- 用临床和成像数据对AI在风险预测中的分析.
- 讨论将人工智能整合到数字健康工具和电子健康数据中.
主要成果:
- 人工智能算法使用临床数据识别患有心脏并发症风险的患者.
- 人工智能通过多模式心血管成像增强了预测风险概况.
- 将人工智能集成到电子健康记录中有助于检测心血管疾病风险患者.
结论:
- 人工智能在改善预防措施和定制心脏瘤治疗方面显著有前途.
- 公平的AI实施需要多样化的数据集来防止医疗保健差异.
- 适当训练的人工智能可以积极影响心脏瘤学的临床实践.
更多相关视频
07:46Microfluidic Co-Culture Models for Dissecting the Immune Response in in vitro Tumor Microenvironments
Published on: April 30, 2021
4.6K
09:53Quantifying the Brain Metastatic Tumor Micro-Environment using an Organ-On-A Chip 3D Model, Machine Learning, and Confocal Tomography
Published on: August 16, 2020
7.2K
相关概念视频
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...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.6K
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
Current Trends in Nursing II
1.2K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.2K
Cancer Survival Analysis
328
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...
328
