人工智能增强的PET和MR成像用于乳腺癌患者
Valeria Romeo1, Linda Moy2, Katja Pinker3
1Department of Advanced Biomedical Sciences, University of Naples Federico II, Via S. Pansini 5, Naples 80138, Italy.
PET clinics
|June 19, 2023
概括
乳腺癌管理的新进展利用人工智能 (AI) 和PET/MR成像. 通过这些技术提取的放射学数据为瘤学家提供了对瘤生物学的关键见解.
科学领域:
- 在瘤学瘤学.
- 医疗成像医学成像
- 数据科学数据科学数据科学
背景情况:
- 临床和外科瘤学家在乳腺癌管理方面面临挑战,因为需要分子和预后数据.
- 诊断成像和信息学的技术进步对于个性化癌症护理至关重要.
研究的目的:
- 描述最近放射学和人工智能 (AI) 在正电子发射断层扫描/磁共振 (PET/MR) 成像中的应用.
- 为满足临床和外科瘤学在乳腺癌管理中的不断变化的需求.
主要方法:
- 使用混合PET/MR成像作为功能成像模式.
- 使用人工智能 (AI) 软件来提取定量放射学数据.
- 分析放射学数据以反映瘤生物学和行为.
主要成果:
- 对PET/MR成像的放射学分析提供了反映瘤特征的定量数据.
- 人工智能增强了复杂的成像数据的提取和解释.
- 这些综合方法为改善预后和预测信息提供了潜力.
结论:
- 放射学和人工智能应用于PET/MR成像,代表了瘤学的重大进步.
- 这些技术可以为乳腺癌管理提供有价值的分子和预后数据.
- 人工智能和先进成像的整合解决了现代临床和外科瘤学的关键需求.
更多相关视频
06:54MR Molecular Imaging of Prostate Cancer with a Small Molecular CLT1 Peptide Targeted Contrast Agent
Published on: September 3, 2013
11.3K
15:48Tracking the Mammary Architectural Features and Detecting Breast Cancer with Magnetic Resonance Diffusion Tensor Imaging
Published on: December 15, 2014
22.5K
相关概念视频
01:29Positron Emission Tomography
4.3K
Positron emission tomography (PET) is a medical imaging technique involving radiopharmaceuticals — substances that emit short-lived radiation. Although the first PET scanner was introduced in 1961, it took 15 more years before radiopharmaceuticals were combined with the technique and revolutionized its potential.
One of the main requirements of a PET scan is a positron-emitting radioisotope, which is produced in a cyclotron and then attached to a substance used by the part of the body...
One of the main requirements of a PET scan is a positron-emitting radioisotope, which is produced in a cyclotron and then attached to a substance used by the part of the body...
4.3K
01:13Radiological Investigation III: Pulmonary Angiogram and PET Scan
117
Radiological investigations are paramount in the diagnosis and management of various pulmonary diseases. Two essential investigations are the Pulmonary Angiogram and the Positron Emission Tomography (PET) Scan.
Pulmonary Angiogram
A Pulmonary Angiogram is an invasive procedure involving injecting a contrast medium through a catheter threaded into the pulmonary artery or the right side of the heart to visualize the pulmonary vasculature. Computed Tomography (CT) scans have mainly replaced this...
Pulmonary Angiogram
A Pulmonary Angiogram is an invasive procedure involving injecting a contrast medium through a catheter threaded into the pulmonary artery or the right side of the heart to visualize the pulmonary vasculature. Computed Tomography (CT) scans have mainly replaced this...
117
01:25Imaging Studies II: Positron Emission Tomography and Scintigraphy
167
Positron Emission Tomography (PET) is a medical imaging technique that provides crucial insights into the body's physiological functions at a molecular level. It is an indispensable resource for diagnosing, staging, and monitoring various illnesses, notably cancer, neurological disorders, and cardiovascular conditions.
Fundamental Principles of PET
Fundamental Principles of PET
167