对2个用于胸部X射线查和肺结核诊断的人工智能软件的评估:回顾性病例对照研究协议
Muhammad Faiz Mohd Hisham1, Noor Aliza Lodz1, Eida Nurhadzira Muhammad1
1Institute for Public Health, National Institute of Health, Ministry of Health Malaysia, Shah Alam, Malaysia.
JMIR research protocols
|July 25, 2023
概括
这项研究评估了人工智能 (AI) 软件在马来西亚使用胸部X射线 (CXR) 检测肺结核 (PTB). 这些发现将对AI进行评估.
科学领域:
- 医疗成像医学成像
- 人工智能的人工智能
- 公共卫生 公共卫生
背景情况:
- 马来西亚面临着严重的结核病 (TB) 负担,2021年每10万人中有97例.
- 胸部X射线 (CXR) 对于早期肺结核 (PTB) 检测至关重要.
- 人工智能 (AI) 具有提高PTB诊断和减少医疗保健专业人员工作负担的潜力,在马来西亚没有先前评估的AI研究.
研究的目的:
- 评估Putralytica和Qure.aiAI软件用于CXR查的性能.
- 评估AI在马来西亚人口中诊断PTB的准确性.
主要方法:
- 一项追溯病例控制研究,涉及1500张CXR图像 (异常PTB,异常非PTB,正常病例).
- 人工智能软件解释 (Putralytica,Qure.ai) 和人类读者与参考标准 (临床发现) 的比较.
- 收集所有患者的社会人口统计学特征和临床病史.
主要成果:
- 数据收集计划于2023年8月开始.
- 该研究预计需要一年时间才能完成.
结论:
- 这项研究将确定Putralytica和Qure.ai软件在PTB诊断中的准确性.
- 它将提供关于人工智能发现与人类解释和参考标准一致性的证据.
- 结果将告知在马来西亚医疗保健机构实施人工智能的有效性,以检测PTB.
相关概念视频
Pulmonary Tuberculosis IV
165
Tuberculosis, more commonly referred to as TB, is an infectious disease stemming from Mycobacterium tuberculosis. While it primarily impacts the lungs, TB can also affect other body areas. Given its severity and global impact, timely and accurate diagnosis is crucial for controlling its spread and improving patient outcomes.
Several diagnostic approaches are used to detect TB. The conventional method is the Tuberculin Skin Test (TST), also known as the Mantoux test. However, this method has...
Several diagnostic approaches are used to detect TB. The conventional method is the Tuberculin Skin Test (TST), also known as the Mantoux test. However, this method has...
165
Radiological Investigation I: X-ray and CT
290
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...
290
Imaging Studies for Cardiovascular System III: X-Ray
218
The most common cardiovascular diagnostic test is an X-ray. It produces images of the heart, blood vessels, and adjacent structures.
Definition and Purpose
An X-ray, or radiograph, is a non-invasive method that uses ionizing radiation to take images of internal structures. It is mainly used in cardiac imaging to examine the heart, lungs, and major blood vessels, aiming to identify abnormalities in the heart's size, shape, and position, such as heart failure, congenital defects, and vascular...
Definition and Purpose
An X-ray, or radiograph, is a non-invasive method that uses ionizing radiation to take images of internal structures. It is mainly used in cardiac imaging to examine the heart, lungs, and major blood vessels, aiming to identify abnormalities in the heart's size, shape, and position, such as heart failure, congenital defects, and vascular...
218
Pneumonia III: Complications and Assessment
267
Pneumonia poses the potential for numerous complications that warrant consideration. These complications include the following:
267
Radiological Investigation II: MRI and Ventilation Perfusion Scan
154
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...
154


