人工智能在腹部成像中的演变和新型应用
1Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA.
概括
人工智能 (AI) 增强了腹部放射学,以更好地诊断和管理疾病. 本综述涵盖了人工智能在各种腹部器官成像中的应用,并讨论了未来的机遇和挑战.
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) 正在彻底改变腹部放射学.
- 人工智能提高了腹部成像中的诊断准确度和疾病管理.
研究的目的:
- 审查人工智能在腹部成像中的当前应用.
- 突出AI在诊断和表征各种腹部病理方面的作用.
- 讨论AI对工作流程优化和定量成像的影响.
主要方法:
- 关于人工智能在腹部放射学方面的最新文献的叙述性综述.
- 对肝胆,胰腺,胃,结肠,脏,上腺和脏疾病的AI应用的探索.
- 突出定量成像技术,如放射学和深度学习.
主要成果:
- 人工智能在诊断和描述腹部病理方面取得了显著的改进.
- 人工智能有助于区分各种器官特异性疾病和评估身体组成.
- 人工智能驱动的定量成像提高了瘤描述和组织属性测量的精度.
结论:
- 人工智能的进步正在增加腹部放射学的临床有效性和生产力.
- 尽管取得了进展,但技术,道德和法律方面的挑战仍然存在.
- 人工智能在腹部成像方面存在未来的发展机会.
关键词:
腹部放射学 腹部放射学人工智能是一种人工智能.结直肠直肠直肠直肠直肠直肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肠胃肝脏肝脏的情况影像成像技术 影像成像技术机器学习是机器学习.胰腺 胰腺的 胰腺更多相关视频
相关概念视频
Ultrasound I: Abdominal Ultrasonography
180
Introduction:
Abdominal ultrasonography, commonly known as abdominal ultrasound, is a vital, non-invasive medical imaging technique widely used in healthcare.
Procedure:
This diagnostic tool allows the clinician to visually inspect internal structures within the abdomen, including vital organs such as the liver, gallbladder, pancreas, kidneys, and spleen.
The abdominal ultrasound process begins with applying a special gel to the patient's skin over the abdomen. This gel enhances the...
Abdominal ultrasonography, commonly known as abdominal ultrasound, is a vital, non-invasive medical imaging technique widely used in healthcare.
Procedure:
This diagnostic tool allows the clinician to visually inspect internal structures within the abdomen, including vital organs such as the liver, gallbladder, pancreas, kidneys, and spleen.
The abdominal ultrasound process begins with applying a special gel to the patient's skin over the abdomen. This gel enhances the...
180
Ultrasonography
4.3K
Ultrasonography is an imaging technique that uses high-frequency sound waves to visualize the body's internal structures. It is a non-invasive and safe procedure that does not involve the use of ionizing radiation, making it widely used in various medical fields. Ultrasonography is used to study heart function, blood flow in the neck or extremities, certain conditions such as gallbladder disease, and fetal growth and development.
During an ultrasonography procedure, a handheld device called...
During an ultrasonography procedure, a handheld device called...
4.3K
Imaging Studies III: Gastrointestinal Motility Studies and Virtual Colonoscopy
51
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...
51
Brain Imaging
210
Brain imaging technologies provide critical insights into both the structure and function of the human brain, enabling medical professionals and researchers to diagnose, study, and treat neurological disorders or psychiatric disorders more effectively.
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
210
Computed Tomography
4.3K
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...
4.3K
Magnetic Resonance Imaging
4.9K
Magnetic resonance imaging (MRI) is a noninvasive medical imaging technique based on a phenomenon of nuclear physics discovered in the 1930s, in which matter exposed to magnetic fields and radio waves was found to emit radio signals. In 1970, a physician and researcher named Raymond Damadian noticed that malignant (cancerous) tissue gave off different signals than normal body tissue. He applied for a patent for the first MRI scanning device in clinical use by the early 1980s. The early MRI...
4.9K


