相关实验视频

Updated: Jun 12, 2025

Tracking the Mammary Architectural Features and Detecting Breast Cancer with Magnetic Resonance Diffusion Tensor Imaging

Tracking the Mammary Architectural Features and Detecting Breast Cancer with Magnetic Resonance Diffusion Tensor Imaging

Published on: December 15, 2014

乳腺癌中的放射学:当前的进展和未来的方向

Ying-Jia Qi¹, Guan-Hua Su¹, Chao You²

¹Key Laboratory of Breast Cancer in Shanghai, Department of Breast Surgery, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.

Cell reports. Medicine

|September 18, 2024

概括

放射学,提取定量成像特征,显示在帮助诊断乳腺癌和预测结果的承诺. 本综述探讨了其当前的使用,无线电多omics整合,以及未来临床采用的方向.

科学领域:

在瘤学瘤学.
医疗成像医学成像
人工智能的人工智能

背景情况:

乳腺癌对全球健康构成重大挑战,医学成像对诊断和治疗至关重要.
医学图像的解释目前严重依赖于专家放射科医生和临床医生.
放射学提供了一种从医学图像中提取定量特征的方法,可能有助于临床决策.

研究的目的:

审查目前放射学在预测乳腺癌临床病理指数和临床结果方面的应用.
突出辐射学与多层辐射学数据的整合,以全面了解乳腺癌.
确定阻碍临床采用的局限性,并提出未来的研究方向,用于乳腺癌中的放射学.

主要方法:

使用传统的机器学习或深度学习提取高通量定量成像特征.
标准化的放射性分析管道.
放射性数据与多种数据集 (例如基因组学,蛋白质组学) 的整合.

主要成果:

放射性模型显示了预测乳腺癌临床病理指数和临床结果的潜力.
无线电多态学研究弥合了表型和显微信息之间的差距,提供了更深入的见解.
目前的缺陷阻碍了放射性模型的广泛临床采用.

结论:

放射学在改善乳腺癌诊断,预后和治疗计划方面具有显著的前景.
需要进一步的研究和验证,以克服当前的局限性,并促进临床整合.
为了推进放射学,需要解决与标准化,验证和临床翻译相关的问题.

更多相关视频

Multi-modal Imaging of Angiogenesis in a Nude Rat Model of Breast Cancer Bone Metastasis Using Magnetic Resonance Imaging, Volumetric Computed Tomography and Ultrasound

Multi-modal Imaging of Angiogenesis in a Nude Rat Model of Breast Cancer Bone Metastasis Using Magnetic Resonance Imaging, Volumetric Computed Tomography and Ultrasound

Published on: August 14, 2012

Guidelines and Experience Using Imaging Biomarker Explorer IBEX for Radiomics

Guidelines and Experience Using Imaging Biomarker Explorer IBEX for Radiomics

Published on: January 8, 2018

相关概念视频

Radiological Investigation I: X-ray and CT

Radiological Investigation I: X-ray and CT

Radiological investigations, including X-rays and computed tomography (CT) scans, are critical for diagnosing and evaluating various medical conditions. These imaging techniques provide valuable insights into the body's internal structures, aiding in the detection of abnormalities, assessment of disease progression, and development of treatment strategies. This article delves into two primary radiological investigations, chest X-rays and CT scans, outlining their purpose, procedures, and...

Radiological Investigation III: Pulmonary Angiogram and PET Scan

Radiological Investigation III: Pulmonary Angiogram and PET Scan

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...