人工智能在胸部放射学中的应用:叙述性审查
Woo Hyeon Lim1, Hyungjin Kim1,2
1Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea.
Tuberculosis and respiratory diseases
|December 17, 2024
概括
人工智能 (AI) 在胸部放射学方面显示出很大的前景,可以改善异常检测,分类和量化. 这篇评论涵盖了AI.
科学领域:
- 放射学 放射学是一门学科.
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 在胸部放射学中越来越多地被研究.
- 人工智能工具可以提高放射科医生在各种任务中的表现.
研究的目的:
- 审查人工智能在胸部放射学方面的最新成就.
- 专注于深度学习应用程序.
- 探索局限性和未来的方向.
主要方法:
- 对胸部放射学中人工智能的最新文献的综述.
- 专注于深度学习技术.
- 分析AI在检测,分类,量化和预测方面的作用.
主要成果:
- 人工智能显示出提高异常检测和分类的潜力.
- 人工智能有助于量化胸腔结构.
- 定量AI数据可以促进预测.
结论:
- 人工智能,特别是深度学习,在胸部放射学方面具有重大潜力.
- 为了未来的进步,目前的局限性需要解决.
- 进一步的研究对于临床整合至关重要.
更多相关视频
10:26Author Spotlight: A 3D Digital Model for the Diagnosis and Treatment of Pulmonary Nodules
Published on: May 19, 2023
1.8K
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
相关概念视频
01:30Radiological Investigation II: MRI and Ventilation Perfusion Scan
98
Description
Magnetic Resonance Imaging (MRI) and Ventilation Perfusion Scans are two radiological investigations that offer detailed diagnostic images of the body, particularly lung structures.
MRI
MRI uses magnetic fields and radiofrequency signals to distinguish between normal and abnormal tissues. This technology provides a more detailed diagnostic image than CT scans, enabling it to characterize pulmonary nodules, stage bronchogenic carcinoma, and evaluate inflammatory activity in...
Magnetic Resonance Imaging (MRI) and Ventilation Perfusion Scans are two radiological investigations that offer detailed diagnostic images of the body, particularly lung structures.
MRI
MRI uses magnetic fields and radiofrequency signals to distinguish between normal and abnormal tissues. This technology provides a more detailed diagnostic image than CT scans, enabling it to characterize pulmonary nodules, stage bronchogenic carcinoma, and evaluate inflammatory activity in...
98
01:13Radiological Investigation III: Pulmonary Angiogram and PET Scan
84
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...
84
01:30Radiological Investigation I: X-ray and CT
209
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...
209