热诺斯蒂克和人工智能:个性化医学的新前沿
Gokce Belge Bilgin1, Cem Bilgin1, Brian J Burkett1
1Department of Radiology, Mayo Clinic Rochester, MN, USA.
Theranostics
|April 22, 2024
概括
人工智能 (AI) 正在在核医学中对精确瘤学进行革命性的改变. 人工智能增强了瘤特征,风险分类和治疗反应预测,改善了患者的护理.
科学领域:
- 核医学就是核医学.
- 在瘤学瘤学.
- 人工智能的人工智能
背景情况:
- 热诺斯提升了患者护理,人工智能 (AI) 推动了核医学的重大进展.
- 人工智能应用正在创造精密瘤学的范式转变,增强诊断和治疗策略.
研究的目的:
- 研究人工智能 (AI) 在theranostics中的当前应用.
- 探索人工智能在核医学和精密瘤学的潜力.
- 确定人工智能在theranostics中的未来研究方向.
主要方法:
- 人工智能辅助瘤特征:自动图像解释,细分和特征识别.
- 人工智能算法用于患者风险分类和治疗计划对齐.
- 用于预测治疗反应异质性和剂量计计算的AI.
- 用于放射性药物开发和药物发现的生成AI.
主要成果:
- 人工智能提高了诊断准确度,并提供了详细的瘤评估.
- 人工智能增强了个性化治疗的患者风险分层.
- 人工智能能促进准确的剂量测量和治疗反应的预测.
- 人工智能有助于识别新型放射性药物目标和药物发现.
结论:
- 人工智能拥有巨大的潜力,可以彻底改变神经预测和精确瘤学.
- 核医学中的AI应用提供了增强的患者护理和治疗结果.
- 需要进一步的研究来克服局限性,并充分实现AI在theranostics的潜力.
更多相关视频
04:09Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
Published on: October 10, 2018
8.2K
08:20Author Spotlight: AI-Driven Trypanosome Species Detection from Microscopic Images
Published on: October 27, 2023
1.4K
相关概念视频
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
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
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
Tumor Immunotherapy
522
Immunotherapy is a treatment that boosts or manipulates the immune system to fight diseases, including cancer. For instance, by stimulating an immune response through vaccinations against viruses that cause cancers, like hepatitis B virus and human papillomavirus, these diseases can be prevented. Nonetheless, some cancer cells can avoid the immune system due to their rapid mutation and division. The immune response to many cancers involves three phases: elimination, equilibrium, and escape.
522
