Litcius/Paper detail

Use of radiographic features in COVID-19 diagnosis: Challenges and perspectives

Sin-Guang Chen, Ju‐Yu Chen, Yi-Ping Yang, Chian‐Shiu Chien, Mong‐Lien Wang, Liang‐Ting Lin

2020Journal of the Chinese Medical Association35 citationsDOIOpen Access PDF

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.

Topics & Concepts

MedicineCoronavirus disease 2019 (COVID-19)RadiographyEconomic shortageSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)2019-20 coronavirus outbreakModalitiesRadiologyMedical physicsIntensive care medicineDiseasePathologyInfectious disease (medical specialty)OutbreakSociologyPhilosophyGovernment (linguistics)LinguisticsSocial scienceCOVID-19 diagnosis using AIAdvanced X-ray and CT ImagingRadiomics and Machine Learning in Medical Imaging