人工智能在质子治疗中的新兴作用:一篇综述
Lars Johannes Isaksson1, Federico Mastroleo1, Maria Giulia Vincini2
1Division of Radiation Oncology, IEO European Institute of Oncology IRCCS, Milan 20141, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan 20141, Italy.
Critical reviews in oncology/hematology
|September 5, 2024
概括
人工智能 (AI) 正在彻底改变瘤学中的质子疗法. 这篇评论强调了人工智能.
科学领域:
- 瘤学和医学物理学的医学物理.
- 人工智能在医学中的应用
背景情况:
- 质子疗法是一个不断增长的癌症治疗模式.
- 人工智能和机器学习正在越来越多地被探索以增强其临床应用.
研究的目的:
- 审查人工智能在质子治疗中的新兴作用.
- 评估AI的发展,优势,临床背景和该领域的应用.
主要方法:
- 对76项关于人工智能在质子疗法中的研究进行系统审查.
主要成果:
- 人工智能应用正在开发,用于质子疗法规划和交付的各个阶段.
- 人工智能在提高治疗疗效和效率方面表现有前途.
结论:
- 人工智能有望显著推进质子疗法实践.
- 预计人工智能的进一步整合将提高瘤学患者的治疗结果.
更多相关视频
07:57Positron Emission Tomography-based Dose Painting Radiation Therapy in a Glioblastoma Rat Model using the Small Animal Radiation Research Platform
Published on: March 24, 2022
2.7K
05:18Author Spotlight: Improving Radiation Therapy Access with Radiation Planning Assistant
Published on: October 6, 2023
1.3K
相关概念视频
Targeted Cancer Therapies
The targeted cancer therapies, also known as “molecular targeted therapies,” take advantage of the molecular and genetic differences between the cancer cells and the normal cells. It needs a thorough understanding of the cancer cells to develop drugs that can target specific molecular aspects that drive the growth, progression, and spread of cancer cells without affecting the growth and survival of other normal cells in the body.
There are several types of targeted therapies against specific...
There are several types of targeted therapies against specific...
Non-equilibrium in the Cell
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
Issues And Trends In Healthcare Delivery System
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...
