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Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Use of radiographic features in COVID-19 diagnosis: Challenges and perspectives
Sin-Guang Chen1, Ju-Yu Chen1, Yi-Ping Yang2,3
1Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong SAR, China.
Insights
Radiographic imaging, like CT scans, aids in diagnosing COVID-19 when RT-PCR tests are unreliable or unavailable. These tools offer crucial insights for patient management during the pandemic.
Area of Science:
- Medical Imaging
- Infectious Diseases
- Pulmonology
Background:
- The COVID-19 pandemic has strained global healthcare systems, impacting diagnostic capacities.
- Real-time reverse-transcription polymerase chain reaction (RT-PCR) is the primary diagnostic method but has a concerning false-negative rate.
- Limited resources, sampling kit shortages, and long turnaround times for RT-PCR exacerbate diagnostic challenges.
Purpose of the Study:
- To review the challenges and future perspectives of using radiographic modalities for COVID-19 diagnosis.
- To highlight the role of imaging in initial screening and follow-up of COVID-19 patients.
- To explore how imaging can support patient management amidst diagnostic limitations.
Main Methods:
- Review of current literature on the application of radiographic technologies for COVID-19 diagnosis.
- Analysis of computed tomography (CT) and chest X-ray findings in COVID-19 patients.
- Discussion of the sensitivity and specificity of imaging modalities compared to RT-PCR.
Main Results:
- Radiographic imaging, particularly CT, provides detailed pathological features useful for staging and treatment.
- Numerous CT-positive cases were initially missed by RT-PCR, underscoring imaging's complementary role.
- Imaging can identify COVID-19 related pneumonia even when RT-PCR results are negative or delayed.
Conclusions:
- Radiographic modalities are valuable tools for COVID-19 diagnosis, especially when RT-PCR is limited.
- Integrating imaging into diagnostic strategies can improve patient outcomes and resource allocation.
- Further research into optimizing imaging protocols and interpretation is crucial for future pandemic preparedness.
Abstract:
The rapid surge and wide spread of the coronavirus disease-2019 (COVID-19) overshadows the entire medical industries worldwide. The stringent medical resources hinder the diagnostic capacity globally, while 84 000 of new cases confirmed within a single day of April 14, 2020. Real-time reverse-transcription polymerase chain reaction (RT-PCR) with is the current first-line diagnosis, but the false-negative rate remains concerned. Radiographic technologies and tools, including computed tomography (CT) and chest X-ray, were applied for initial screening and follow-up, from which the tools provide detail diagnosis with specific pathologic features for staging and treatment arrangement. Although the radiographic imaging is found less sensitive, numerous CT-positive patients were not screened out by RT-PCR initially and later confirmed as COVID-19 positive. Besides, the shortage of sampling kits and the longer turn-over time of PCR examinations in some areas were noticed due to logistic issues and healthcare burden. In this review, we will discuss the challenges and the future perspectives of using radiographic modalities for COVID-19 diagnosis in view of securing human lives amid the crisis.
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