在完全自动化腹部CT解释方面的进展 - - 在过去十年中的更新
Vivek Batheja1, Ronald Summers2
1National Institutes of Health, Bethesda, USA. bathejavivek@gwu.edu.
Abdominal radiology (New York)
|July 8, 2025
概括
本综述涵盖了自动腹部CT解释十年的进展,强调了用于图像分析,疾病检测和分类的AI技术,以改善放射学工作流程和患者护理.
科学领域:
- 放射学 放射学是一门学科.
- 人工智能的人工智能
- 医疗成像医学成像
背景情况:
- 完全自动化的腹部CT解释已经取得了重大进展.
- 人工智能驱动的图像分析正在改变诊断能力.
研究的目的:
- 在过去的十年中,审查腹部CT自动解释的进展.
- 专注于人工智能技术进行定量分析,检测和分类腹部病理.
主要方法:
- 对腹部器官的细分技术的审查.
- 评估临床应用和自动化分析的性能.
- 探索人工智能发展,如基础模型和多式联络分析.
主要成果:
- 在腹部CT的自动图像分析方面取得了重大进展.
- 在检测和分类病理方面展示了AI的潜力.
- 新兴的人工智能技术显示出对增强解释的承诺.
结论:
- 人工智能有很大的潜力来简化放射学工作流程.
- 自动翻译可以帮助减少放射科医生的倦怠.
- 人工智能的进步有望提高腹部成像中的患者护理.
相关概念视频
Computed Tomography
6.3K
Tomography refers to imaging by sections. Computed tomography (CT) is a non-invasive imaging technique that uses computers to analyze several cross-sectional X-rays to reveal minute details about structures in the body.
The technique was invented in the 1970s and is based on the principle that as X-rays pass through the body, they are absorbed or reflected at different levels. In the technique, a patient lies on a motorized platform while a computerized axial tomography (CAT) scanner rotates...
The technique was invented in the 1970s and is based on the principle that as X-rays pass through the body, they are absorbed or reflected at different levels. In the technique, a patient lies on a motorized platform while a computerized axial tomography (CAT) scanner rotates...
6.3K
Imaging Studies III: Computed Tomography
56
DefinitionComputed Tomography (CT) of the genitourinary (GU) tract is a non-invasive imaging modality that utilizes X-rays and computer processing to generate detailed cross-sectional images of the urinary system, encompassing the kidneys, ureters, bladder, and adjacent structures such as the adrenal glands.PurposeCT scans of the GU tract serve several diagnostic and therapeutic purposes, including:Diagnosis of Urinary Tract Diseases: Detects kidney stones, tumors, cysts, and congenital...
56
Imaging Studies for Cardiovascular System V: CT
71
Cardiac computed tomography (CT) scanning is an advanced cardiac imaging technique that utilizes CT technology, with or without intravenous (IV) contrast, to produce accurate cross-sectional virtual slices of specific areas of the heart, coronary circulation, and major blood vessels such as the aorta, pulmonary veins, and arteries. The computer processes these slices to generate three-dimensional images. Multidetector CT (MDCT) is a rapid form of CT scanning that captures multiple slices...
71
Imaging Studies I: CT and MRI
452
Introduction: MRI and CT scans are crucial advancements in medical imaging techniques, playing a vital role in diagnosing conditions related to the gastrointestinal (GI) system. Each scan serves distinct purposes, targets specific areas, and requires unique nursing duties.
Description of the Procedures
Computed Tomography (CT) scan:
Computed Tomography (CT) scans use X-ray technology to generate detailed images of bones, organs, and tissues. During the scan, the patient lies on a moving table...
Description of the Procedures
Computed Tomography (CT) scan:
Computed Tomography (CT) scans use X-ray technology to generate detailed images of bones, organs, and tissues. During the scan, the patient lies on a moving table...
452
Imaging Studies III: Gastrointestinal Motility Studies and Virtual Colonoscopy
149
This lesson explores three gastrointestinal imaging techniques: radionuclide testing, colonic transit studies, and virtual colonoscopy.
Radionuclide Testing
Radionuclide testing is a sophisticated medical technique for assessing gastrointestinal motility. It focuses on gastric emptying and colonic transit time. Radioactive markers track the movement of food through the digestive system, providing insights into gastrointestinal disorders.
In gastric emptying studies, a meal's liquid and...
Radionuclide Testing
Radionuclide testing is a sophisticated medical technique for assessing gastrointestinal motility. It focuses on gastric emptying and colonic transit time. Radioactive markers track the movement of food through the digestive system, providing insights into gastrointestinal disorders.
In gastric emptying studies, a meal's liquid and...
149
Radiological Investigation I: X-ray and CT
424
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...
424


