Literature DB >> 32789807

A low-dose chest CT protocol for the diagnosis of COVID-19 pneumonia: a prospective study.

Seyed Mohammad Hossein Tabatabaei1, Hamidreza Talari1, Ali Gholamrezanezhad2, Bagher Farhood3, Habibollah Rahimi4, Reza Razzaghi5, Narges Mehri1, Hamid Rajebi6.   

Abstract

PURPOSE: The increasing trend of chest CT utilization during the COVID-19 pandemic necessitates novel protocols with reduced dose and maintained diagnostic accuracy. We aimed to investigate the diagnostic accuracy of 30-mAs chest CT protocol in comparison with a 150-mAs standard-dose routine protocol for imaging of COVID-19 pneumonia.
METHODS: Upon IRB approval, consecutive laboratory-confirmed positive COVID-19 patients aged 50 years or older who were referred for chest CT scan and had same-day normal CXR were invited to participate in this prospective study. First, a standard-dose chest CT scan (150 mAs) was performed. Only if typical COVID-19 pneumonia features were identified, then a low-dose CT (30 mAs) was done immediately. Diagnostic accuracy of low-dose and standard-dose CT in the detection of typical COVID-19 pneumonia features were compared.
RESULTS: Twenty patients with a mean age of 64.20 ± 13.8 were enrolled in the study. There was excellent intrareader agreement in detecting typical findings of COVID-19 pneumonia between low-dose and standard-dose (intraclass correlation coefficient [ICC] = 0.98-0.99, P values < 0.001 all readers). The mean effective dose values in standard- and low-dose groups were 6.60 ± 1.47 and 1.80 ± 0.42 mSv, respectively. Also, absolute cancer risk per mean cumulative effective dose values obtained from the standard- and low-dose CT examinations were 2.71 × 10-4 and 0.74 × 10-4, respectively.
CONCLUSIONS: According to our study, it was found that proposed low-dose CT chest protocol is reliable in detecting COVID-19 pneumonia in daily practice with significant reduction in radiation dose and estimated cancer risk.

Entities:  

Keywords:  COVID-19 pneumonia; Cancer risk; Computed tomography; Diagnosis; Low-dose

Mesh:

Year:  2020        PMID: 32789807      PMCID: PMC7424559          DOI: 10.1007/s10140-020-01838-6

Source DB:  PubMed          Journal:  Emerg Radiol        ISSN: 1070-3004


Introduction

The outbreak of Coronavirus Disease 19 (COVID-19) was first reported in Wuhan, China, in December 2019. Shortly after, the disease was extended as a pandemic affecting 203 countries and territories with the number of confirmed cases surpassing 17 million globally as of July 31, 2020 [1]. The current rapid spread and surge in deaths during the COVID-19 pandemic can be altered by early detection, timely intervention, and public health measurements [2]. Although real-time reverse transcriptase polymerase chain reaction (RT-PCR) remains the standard diagnostic reference of COVID-19, many limitations such as high false-negative rate, limited availability, and delay in confirmation may exist [3]. More specifically, the World Health Organization and Centers for Disease Control recommends viral testing (including PCR) as the method for the identification and laboratory confirmation of COVID-19 cases. Despite high analytical sensitivity and near-perfect specificity, test sensitivity in clinical practice may be adversely affected by some variables, including adequacy of specimen, specimen type, specimen handling, and stage of infection in which the specimen is acquired [4, 5]. False-negative RT-PCR tests have been reported in patients with CT findings of COVID-19 who eventually tested positive with serial sampling [6]. On the other hand, CT abnormalities might predate RT-PCR positivity in symptomatic patients and in those without symptoms who subsequently test positive by RT-PCR [7]. Chest X-ray (CXR) is not a sensitive tool to detect viral pneumonia [8]. However, it has been shown that chest computed tomography (CT) scan plays a key role in the detection of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pneumonia [9-11]. More recent studies have suggested that CT scan not only demonstrates the course of the disease and the severity of involvement but also is able to predict the prognosis [12-14]. Although current guidelines do not recommend CT as a screening tool [15], the widespread availability, high sensitivity, and short test-to-result time interval suggest that many cases with suspicious clinical or equivocal laboratory data will benefit from chest CT scan for the diagnosis of COVID-19 pneumonia, particularly where RT-PCR kits are limited or not easily accessible. Patients at higher risk for complication, those with comorbidities, not responding to supportive treatment, and presenting with acute clinical deterioration are among the groups that benefit imaging the most [16]. The increasing trend of chest CT scan utilization during the COVID-19 pandemic raises the concern about the radiation burden of the population [17], both in patients and health care workers. It is widely accepted that ionizing radiation increases the lifetime likelihood of developing cancer [18]. Most recently, Sakane et al., based on a study on 209 patients, concluded that standard-dose chest CT results in chromosome aberrations and DNA double-strand break, while no detrimental effect on human DNA by low-dose chest CT was detected [19]. Accordingly, the principle of ALARA (as low as reasonably achievable) suggested by the International Commission of Radiological Protection (ICRP) should be followed in the daily practice of radiology, even in the setting of pandemic events [20]. Multiple prior studies have suggested that obtaining a low-dose chest CT scan by applying a reduced tube current results in reliable sensitivity compared with the standard-dose CT protocols in detecting intrathoracic pathologies, such as pulmonary nodules, lung masses, or parenchymal abnormalities. For example, Zhu et al. concluded that low-dose (40 or 25 mAs) helical chest CT protocol produced diagnostic image quality, thus optimally protecting patients from radiation exposure [21]. Kubo et al. reported that application of 50 mAs as tube current for the routine chest CT has comparable diagnostic performance as standard-dose of 150 mAs [22]. A recent study by Tofighi et al. has discussed the application of low-dose CT in COVID-19 pneumonia and stated that low-dose and ultralow-dose CT have a comparable efficacy in the detection of ground glass and consolidative opacities. They have suggested comparison of low-dose and conventional protocol in early stages of the disease, because in intermediate and advanced stages, the low-dose CT protocol will provide adequate image quality and diagnostic accuracy [23]. More recently published studies on applying low radiation dose chest CT scan in COVID-19 pneumonia have suggested acceptable diagnostic accuracy [17, 24], although they are all non-comparison studies. A statistically more advanced study designed based on an internal control and head-to-head comparison of pulmonary findings in COVID-19 in low- and conventional-dose CT has not been performed yet. In this prospective study, we aimed to study the diagnostic accuracy of a 30-mAs chest CT compared with standard-dose (150 mAs) as the routine protocol for imaging of COVID-19 in patients with initial normal CXR. It has been hypothesized that a low-dose chest CT protocol would yield into a comparable diagnostic accuracy compared with standard protocol in the detection of COVID-19 pneumonia.

Methods

Patient selection

The study was performed between March 15 and 31, 2020, at the department of radiology in our institution. A total of 63 consecutive patients aged 50 years or older who were referred for a non-contrast chest CT scan and had same-day normal chest radiographs were invited to participate in this prospective study. Patients younger than 50 years old were excluded, as cancer risk related to ionizing radiation exposure is higher in younger population [22]. All patients were symptomatic with positive RT-PCR for SARS-CoV-2 infection at their first imaging referral for the evaluation of extent and severity of COVID-19 pneumonia. The institutional review board approved the research protocol, and written informed consent was obtained from all participants. For all patients, standard-dose chest CT scan was performed as the first step. Only if typical COVID-19 pneumonia features on the standard-protocol CT [25] were identified by the radiologist present in the workstation, the low-dose CT was done immediately after that, without moving the patient on the CT table. Ultimately, 20 patients were enrolled in the study. The research ethics board approved our research protocol (approval ID: IR.KAUMS.REC.1398.053), and written informed consent was obtained from all the patients who agreed to enroll in this study.

CT protocols

CT chest was acquired using a 16-detector CT scanner (Alexion TSX-034A, Toshiba, Japan). All patients were examined in supine position. After obtaining a routine scout view, two successive helical CT scans from the base of the neck to the liver dome with a fixed tube voltage of 120 kVp and tube currents of 150 mAs (standard protocol) and then 30 mAs (low-dose protocol) were performed. From the raw data of each acquisition, contiguous 3-mm-thickness slices were reconstructed based on lung construction algorithm. The pitch factor was 1 for both protocols. No patient received intravenous contrast material. Results of the CT examination were immediately interpreted and reported to the referring clinician, who integrated the results into the clinical case management decision.

Image analysis

There were 40 series (20 standard-dose and 20 low-dose) of chest CT scans, coded randomly and anonymized by a radiologist who was not involved in reading the examinations. The images were read independently by three radiologists: reader A (H.R with 5-year experience), reader B (SMH. T with 7-year experience), and reader C (HR. T with 15-year experience). The patients’ name, date of performing CT scan, and image acquisition data (including radiation dose) were masked to blind the readers. The readers were also blinded to the CXRs and RT-PCR results. In order to assess the clarity and visibility of typical CT findings of COVID-19 pneumonia on CT scan, the presence or absence of them was recorded using a 3-point CT finding scale (0, definitely absent; 1, equivocal; 2, definitely present). The readers were asked to interpret each lobe of the lungs separately, right upper lobe (RUL), right middle lobe (RML), right lower lobe (RLL), left upper lobe (LUL), and left lower lobe (LLL), and provide one score for it. If one or more typical finding(s) of COVID-19 pneumonia was found, a score of 2 would be given to the concerned lobe, and a score of 1 is assigned when the lesion(s) was unclear (equivocal). Score 0 indicates normal lung parenchyma or no lesion typical for COVID-19 pneumonia. The scores were combined for all five lobes to provide a summed total score ranging from 0 to 10. All CT images were viewed with both lung window (width, 1600 HU; level, − 550 HU) and mediastinal window (width, 400 HU; level, 40 HU) settings. Any of the followings were considered a typical finding for COVID-19 pneumonia based on the Radiological Society of North America Expert Consensus Statement [25]: peripheral ground glass opacity (GGO) with or without consolidation or visible intralobular lines (crazy paving), multifocal GGO of rounded morphology with or without consolidation or visible intralobular lines (crazy paving), and reverse halo sign or other findings of organizing pneumonia. The readers also assessed the images on mediastinal window settings for evaluation of mediastinal/hilar lymphadenopathy or pleural/pericardial effusion.

Statistical analysis

To evaluate the inter-reader agreement among the three radiologists for each lobe, kappa (ĸ) test was used. Intraclass coefficient correlation (ICC) was used to assess the inter-reader agreement by comparing the total score in both low-dose and standard-dose. To evaluate the intrareader agreement between the low-dose and standard-dose, ĸ values were obtained for each lobe and each radiologist. ICC was then used to assess the intrareader agreement in evaluation of total lung score between the low-dose and standard-dose. All ĸ and ICC values were interpreted as proposed in the literature [26, 27]. A ĸ value lower than 0.20 indicated poor agreement; 0.21–0.40, fair agreement; 0.41–0.60, moderate agreement; 0.61–0.80, good agreement; and 0.81–1.00, excellent agreement. An ICC below 0.50 indicated poor agreement, between 0.50 and 0.75 moderate, between 0.75 and 0.90 good, and above 0.90 excellent. The results were considered statistically significant when P value < 0.05.

Effective radiation dose and cancer risk estimation

The effective dose values (mSv) of chest CT scan examinations were calculated by multiplying dose-length product (DLP) with conversion coefficients (0.016 mSv/mGy∙cm) presented by Huda et al. [28], with DLP values extracted from the patients’ information. In the present study, the cancer absolute risks following standard-dose and low-dose CT scan examinations were estimated in accordance with the risk model presented in ICRP Publication 103 [29]. Absolute risk is defined as the probability that a person of disease-free at a specific age will develop the cancer disease later following radiation exposure to a risk factor. To calculate the cancer risk, mean effective dose values obtained from standard-dose and low-dose CT scan examinations were multiplied by the risk coefficient (0.041 Sv−1).

Results

A total of 20 patients were enrolled in the study, consisting of 7 females and 13 males, aged between 50 and 99 years (mean age of 64.20 ± 13.8). The mean body mass index was 26.51 ± 3.5 kg/m2.

Imaging findings

The mean total lung scores calculated for readers A, B, and C in low-dose CT protocol were 5.60 ± 3.2, 6.40 ± 3.0, and 6.20 ± 2.6, respectively. The total scores for readers A, B, and C in standard-dose CT protocol were 5.80 ± 3.2, 6.45 ± 3.0, and 6.20 ± 2.7, respectively. No chest CT was reported as normal without lung parenchymal abnormalities by the three readers. Inter-reader agreement was assessed for both low-dose and standard-dose in each lobe using ĸ value (Table 1). Inter-reader agreements in evaluation of total involvement score were assessed for both low-dose and standard-dose measurements (Table 1). There is excellent inter-reader agreement based on ICC values in both low-dose and standard-dose measurements, 0.84 and 0.81, respectively.
Table 1

Inter-reader agreement for both standard- and low-dose protocols in evaluation of each lobe and total lung score

LobeKappa (ĸ)P value for ĸICC [confidence interval] total lung scoreP value for ICC
Standard-doseRUL0.63< 0.0010.81 [0.66–0.91]< 0.001
RML0.45< 0.001
RLL0.45< 0.001
LUL0.53< 0.001
LLL0.67< 0.001
Low-doseRUL0.54< 0.0010.84 [0.70–0.93]< 0.001
RML0.46< 0.001
RLL0.51< 0.001
LUL0.54< 0.001
LLL0.67< 0.001

RUL right upper lobe, RML right middle lobe, RLL right lower lobe, LUL left upper lobe, LLL left lower lobe, ICC intraclass correlation coefficient

Inter-reader agreement for both standard- and low-dose protocols in evaluation of each lobe and total lung score RUL right upper lobe, RML right middle lobe, RLL right lower lobe, LUL left upper lobe, LLL left lower lobe, ICC intraclass correlation coefficient Intrareader agreements were assessed between low-dose and standard-dose using ĸ, and P values were calculated for each lobe (Table 2). The highest agreements between low-dose and standard-dose were seen in RUL, RML, and LUL with all ĸ values ranging from 0.91 to 1.00 among all readers (P value < 0.001 all) (Fig. 1a,b). The lowest agreement was seen in RLL with ĸ ranging from 0.67 to 0.86 (P value < 0.001 all) (Figs. 2a,b and 3a,b).
Table 2

Intrareader agreement between low-dose and standard-dose for each reader in evaluation of each lobe and total lungs score

LobeKappa (ĸ)P value for ĸICC [confidence interval] total lung scoreP value for ICC
Reader ARUL1.00< 0.0010.98 [0.96–0.99]< 0.001
RML0.91< 0.001
RLL0.86< 0.001
LUL1.00< 0.001
LLL0.80< 0.001
Reader BRUL1.00< 0.0010.99 [0.98–0.99]< 0.001
RML1.00< 0.001
RLL0.81< 0.001
LUL1.00< 0.001
LLL0.73< 0.001
Reader CRUL0.81< 0.0010.98 [0.95–0.99]< 0.001
RML1.00< 0.001
RLL0.67< 0.001
LUL0.92< 0.001
LLL0.89< 0.001

RUL right upper lobe, RML right middle lobe, RLL right lower lobe, LUL left upper lobe, LLL left lower lobe, ICC intraclass correlation coefficient

Fig. 1

a, b Chest CT scan of a 66-year-old man with COVID-19 pneumonia. a Standard-dose image; a peripheral patch of ground glass opacity is seen in the anterior segment of the right upper lobe. b Low-dose image at the same level; the lesion is clearly visible. The lesion was scored 2 (definitely present) by all the readers, both on standard- and low-dose CT scans

Fig. 2

a, b Chest CT scan of a 53-year-old man with COVID-19 pneumonia. a Standard-dose image; a peripheral patch of ground glass opacity with consolidation is seen in the posterior basal segment of the right lower lobe. b Low-dose image at the same level; the lesion can be clearly visible. The lesion was scored 2 (definitely present) by all the readers, both on standard- and low-dose CT scans

Fig. 3

a, b Chest CT scan of a 51-year-old woman with COVID-19 pneumonia. a Standard-dose image; some patchy and linear consolidations are seen in both lower lobes. b Low-dose image at the same level; the lesions are clearly visible. The lesions were scored 2 (definitely present) by all the readers, both on standard- and low-dose CT scans

Intrareader agreement between low-dose and standard-dose for each reader in evaluation of each lobe and total lungs score RUL right upper lobe, RML right middle lobe, RLL right lower lobe, LUL left upper lobe, LLL left lower lobe, ICC intraclass correlation coefficient a, b Chest CT scan of a 66-year-old man with COVID-19 pneumonia. a Standard-dose image; a peripheral patch of ground glass opacity is seen in the anterior segment of the right upper lobe. b Low-dose image at the same level; the lesion is clearly visible. The lesion was scored 2 (definitely present) by all the readers, both on standard- and low-dose CT scans a, b Chest CT scan of a 53-year-old man with COVID-19 pneumonia. a Standard-dose image; a peripheral patch of ground glass opacity with consolidation is seen in the posterior basal segment of the right lower lobe. b Low-dose image at the same level; the lesion can be clearly visible. The lesion was scored 2 (definitely present) by all the readers, both on standard- and low-dose CT scans a, b Chest CT scan of a 51-year-old woman with COVID-19 pneumonia. a Standard-dose image; some patchy and linear consolidations are seen in both lower lobes. b Low-dose image at the same level; the lesions are clearly visible. The lesions were scored 2 (definitely present) by all the readers, both on standard- and low-dose CT scans ICC was used to assess intrareader agreement between the low-dose and standard-dose in calculation of the total score of lung involvement (Table 2). All readers have high ICC (0.98–0.99) with a statistically significant confidence interval in calculation of total lung score between low-dose and standard-dose (P values < 0.001 for all readers). The mean volume computed tomography dose index (CTDIvol) values in standard- and low-dose groups were 13.115 ± 2.48 and 3.505 ± 0.83 mGy, respectively (P value < 0.001). The mean DLP values were 412.810 ± 91.68 and 112.230 ± 26.55 mGy∙cm in standard- and low-dose groups, respectively. The mean effective dose values in standard- and low-dose groups were 6.60 ± 1.47 and 1.80 ± 0.42 mSv, respectively. Absolute cancer risk per mean cumulative effective dose values obtained from the standard- and low-dose CT examinations were 2.71 × 10−4 and 0.74 × 10−4, respectively (Table 3).
Table 3

Data of radiation dose and absolute cancer risk resulted from standard-dose and low-dose chest CT scan protocols in detection of COVID-19 pneumonia

Protocol typeCTDIvol (mGy)DLP (mGy∙cm)Conversion factor (mSv/mGy∙cm)Effective dose (mSv)Cancer absolute risk (× 10−4)
Standard-dose13.115 ± 2.48412.81 ± 91.680.0166.602.71
Low-dose3.505 ± 0.83112.23 ± 26.550.0161.800.74

CTDIvol volume CT dose index, DLP dose-length product

Data of radiation dose and absolute cancer risk resulted from standard-dose and low-dose chest CT scan protocols in detection of COVID-19 pneumonia CTDIvol volume CT dose index, DLP dose-length product

Discussion

Although recent studies have reported that chest CT has high sensitivity in the detection of COVID-19 pneumonia [9-11], characteristic radiologic features should be present in chest CT of the patients, and the utilization of CT is still limited in the era of COVID-19 pandemic. Current American College of Radiology (ACR) guidelines state that CT should not be used as a first-line test to screen and diagnosis of COVID-19 pneumonia [15] with nonspecific appearance of COVID-19 pneumonia on CT, associated radiation exposure and issues related to infection control after using the imaging equipment, being among the major reasons. Nevertheless, chest CT may be used in hospitalized symptomatic patients with relevant indications. An updated CT imaging algorithm seems warranted in each radiology department to maximize radiation protection and achieve the ALARA radiation dose. Medical imaging remains as one of the major sources of radiation exposure in the USA. It has been proven that upward trending of radiation increases the risk of malignancies [30]. Number and dose of CT studies are one of the largest sources of imaging exposure. It is critical to make the maximum efforts to utilize CT examinations with reduced radiation dose without harm to diagnostic accuracy. The purpose of our study was to determine whether it is scientifically logical to accept a 30-mAs chest CT protocol as an available routine protocol for COVID-19 pneumonia, a pandemic condition which may necessitate multiple CT imaging for detection of suspicious indeterminate cases (e.g., negative RT-PCR with high clinical suspicion or definite history of exposure) and worsening of clinical findings in the course of disease. Our results show that there is no significant difference between the low-dose and standard-dose CT images in diagnosing radiographically normal laboratory-confirmed COVID-19 pneumonia cases, with excellent agreement rate among the readers. We showed that recently described typical findings to suggest COVID-19 pneumonia on chest CT can be evaluated appropriately using a low-dose CT protocol (Figs. 1a,b, 2a,b, and 3a,b). In the same line, final diagnosis of COVID-19 pneumonia on low-dose CT chest was not affected in any of our twenty patients who had a confirmed positive RT-PCR test. Of note, in our study the mean CTDIvol, DLP, effective patients’ dose, and estimated cancer risk were reduced by more than 73% without sacrificing the diagnostic accuracy of the disease. Chest CT scanning parameters applied for the diagnosis of COVID-19 pneumonia in multiple recent studies have been summarized in Table 4.
Table 4

Chest CT scanning parameters applied for the diagnosis of COVID-19 in the literature

StudykVpmAsPitch factorSlice thicknessCTDIvol
Caruso et al. [31]120100–2500.981.25
Wen et al. [32]120145–3002–39.34 ± 4.13
Yang et al. [12]12035011.5
Pan et al. [33]1201.58.4 ± 2.0
Liu et al. [34]1201.54.1 ± 0.9
Song et al. [35]120180–4001.55
Wang et al. [36]1203201–1.51–5
Current study120

150 (standard-dose)

30 (low-dose)

13

13.115 ± 2.48 (standard-dose)

3.505 ± 0.83 (low-dose)

kVp peak kilovoltage, mAs milliampere-seconds, CTDIvol volume CT dose index

Chest CT scanning parameters applied for the diagnosis of COVID-19 in the literature 150 (standard-dose) 30 (low-dose) 13.115 ± 2.48 (standard-dose) 3.505 ± 0.83 (low-dose) kVp peak kilovoltage, mAs milliampere-seconds, CTDIvol volume CT dose index Multiple prior studies have confirmed that low-dose chest CT protocols have a diagnostic accuracy similar to standard-dose in spite of degraded image quality. A comprehensive study performed by Kubo et al. demonstrated that low-dose and standard-dose have statistically the same capability in detection of intrathoracic abnormalities. More specifically, their study demonstrated that low-dose chest CT (50 mAs) is as accurate as standard-dose (150 mAs) in detection of pulmonary parenchymal abnormalities (ground glass opacities, emphysema, micronodules, honeycombing, and reticular densities) and mediastinal/pleural findings (aortic aneurysm, coronary arterial calcification, pleural effusion, lymphadenopathy, and mediastinal tumors) [22]. Other studies have examined low-dose capability in CT pulmonary angiography [37]. Lung cancer screening programs with low-dose chest CT protocols have been associated with reduced mortality [38]. However, there is no current accepted low-dose protocol for routine chest CT in selected clinical scenarios, like COVID-19 pneumonia. It is worth mentioning that we evaluated chest CT scans of 20 patients with confirmed COVID-19 infection who had normal chest radiographs. This indicates that low-dose CT was able to trace a type of disease which was radiographically hidden. It is realistically clear that more diffuse disease on chest radiographs will be even more feasible to be detected on low-dose CT protocols. The identified lesions were all typical for COVID-19 pneumonia as described in multiple prior studies, and the most common lobes involved were RLL and LLL, followed by the upper lobes, with the RML being the less involved lobe, same as the prior studies [8-13]. Although there were differences in scoring lobar involvement between low-dose and standard-dose in some cases for all three radiologists (intrareader), this did not affect the final diagnosis of COVID-19 pneumonia in any case. This indicates a 100% sensitivity for low-dose chest CT scan, considering standard-dose as the gold standard test. However, a larger number of cases are required for estimating more accurate sensitivity. Of note, ethical issues in obtaining two CT scans and associated increased radiation exposure in such studies are existent challenges. Chest CT scan is normally performed in deep inspiration with breath-hold status, but sometimes respiratory motion during the scan can blur the images. The source of some mismatches between low-dose and standard-dose CT scans was the loss of image quality due to the patient’s respiratory movements so that depending on whether the motion artifact was in standard- or low-dose, this may upgrade or downgrade the diagnostic score in low-dose CT scan (Fig. 4a, b). The same concept is accurate for matching image slices between low-dose and standard-dose. Although in all of our 20 patients, the low-dose CT was done immediately after the standard-dose, and the patient did not move on the CT table; in some cases the location of the imaging slices in low-dose was not exactly the same as standard-dose. This would affect the appearance of some small lesions on the second CT scan creating a potential for interpretation mismatches. Another limitation to our study is lack of objective standard for abnormal findings. For a descriptive abnormality like GGOs, it is hard to establish a gold standard among all the readers.
Fig. 4

a, b Chest CT scan of a 63-year-old man with COVID-19 pneumonia. a Standard-dose image; peripheral patch of ground glass opacity is seen in both lower lobes. The lesions were scored 2 by all readers. b Low-dose image at the same level; the lesion in LLL was scored 1 (unclear/equivocal) by two readers and 2 by the other. RLL lesion was scored 1 by one reader and 2 by two readers. Note that the motion artifact due to respiratory movements has blurred the lesions

a, b Chest CT scan of a 63-year-old man with COVID-19 pneumonia. a Standard-dose image; peripheral patch of ground glass opacity is seen in both lower lobes. The lesions were scored 2 by all readers. b Low-dose image at the same level; the lesion in LLL was scored 1 (unclear/equivocal) by two readers and 2 by the other. RLL lesion was scored 1 by one reader and 2 by two readers. Note that the motion artifact due to respiratory movements has blurred the lesions

Conclusion

There was no statistically significant difference identified between the low-dose and standard-dose CT images in detecting radiographically normal laboratory-confirmed COVID-19 pneumonia. Simultaneously, the low-dose protocol in our study was associated with approximately 73% reduction in mean effective dose value and estimated cancer risk. According to our findings, it was found that proposed low-dose CT chest protocol is reliable in detecting COVID-19 pneumonia in daily practice with a significant reduction in radiation dose and estimated cancer risk.
  33 in total

1.  The 2007 Recommendations of the International Commission on Radiological Protection. ICRP publication 103.

Authors: 
Journal:  Ann ICRP       Date:  2007

2.  A Systematic Review of Double Low-dose CT Pulmonary Angiography in Pulmonary Embolism.

Authors:  Sultan Aldosari; Zhonghua Sun
Journal:  Curr Med Imaging Rev       Date:  2019

3.  A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research.

Authors:  Terry K Koo; Mae Y Li
Journal:  J Chiropr Med       Date:  2016-03-31

4.  Timely Diagnosis and Treatment Shortens the Time to Resolution of Coronavirus Disease (COVID-19) Pneumonia and Lowers the Highest and Last CT Scores From Sequential Chest CT.

Authors:  Guoquan Huang; Tao Gong; Guangbin Wang; Jianwen Wang; Xinfu Guo; Erpeng Cai; Shirong Li; Xiaohu Li; Yongqiang Yu; Liangjie Lin
Journal:  AJR Am J Roentgenol       Date:  2020-03-30       Impact factor: 3.959

5.  Imaging Profile of the COVID-19 Infection: Radiologic Findings and Literature Review.

Authors:  Ming-Yen Ng; Elaine Y P Lee; Jin Yang; Fangfang Yang; Xia Li; Hongxia Wang; Macy Mei-Sze Lui; Christine Shing-Yen Lo; Barry Leung; Pek-Lan Khong; Christopher Kim-Ming Hui; Kwok-Yung Yuen; Michael D Kuo
Journal:  Radiol Cardiothorac Imaging       Date:  2020-02-13

6.  Radiological Society of North America Expert Consensus Document on Reporting Chest CT Findings Related to COVID-19: Endorsed by the Society of Thoracic Radiology, the American College of Radiology, and RSNA.

Authors:  Scott Simpson; Fernando U Kay; Suhny Abbara; Sanjeev Bhalla; Jonathan H Chung; Michael Chung; Travis S Henry; Jeffrey P Kanne; Seth Kligerman; Jane P Ko; Harold Litt
Journal:  Radiol Cardiothorac Imaging       Date:  2020-03-25

7.  SARS-CoV-2 Viral Load in Upper Respiratory Specimens of Infected Patients.

Authors:  Lirong Zou; Feng Ruan; Mingxing Huang; Lijun Liang; Huitao Huang; Zhongsi Hong; Jianxiang Yu; Min Kang; Yingchao Song; Jinyu Xia; Qianfang Guo; Tie Song; Jianfeng He; Hui-Ling Yen; Malik Peiris; Jie Wu
Journal:  N Engl J Med       Date:  2020-02-19       Impact factor: 91.245

8.  Accuracy and Reproducibility of Low-Dose Submillisievert Chest CT for the Diagnosis of COVID-19.

Authors:  Anthony Dangis; Christopher Gieraerts; Yves De Bruecker; Lode Janssen; Hanne Valgaeren; Dagmar Obbels; Marc Gillis; Marc Van Ranst; Johan Frans; Annick Demeyere; Rolf Symons
Journal:  Radiol Cardiothorac Imaging       Date:  2020-04-21

9.  Recommendation of low-dose CT in the detection and management of COVID-2019.

Authors:  Zhen Kang; Xu Li; Shuchang Zhou
Journal:  Eur Radiol       Date:  2020-03-19       Impact factor: 5.315

Review 10.  Low-dose CT in COVID-19 outbreak: radiation safety, image wisely, and image gently pledge.

Authors:  Salar Tofighi; Saeideh Najafi; Sean K Johnston; Ali Gholamrezanezhad
Journal:  Emerg Radiol       Date:  2020-05-10
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  11 in total

1.  CT-based radiomics for predicting the rapid progression of coronavirus disease 2019 (COVID-19) pneumonia lesions.

Authors:  Bin Zhang; Ma-Yi-di-Li Ni-Jia-Ti; Ruike Yan; Nan An; Lv Chen; Shuyi Liu; Luyan Chen; Qiuying Chen; Minmin Li; Zhuozhi Chen; Jingjing You; Yuhao Dong; Zhiyuan Xiong; Shuixing Zhang
Journal:  Br J Radiol       Date:  2021-04-21       Impact factor: 3.039

2.  Performance of Low-Dose Chest CT as a Triage Tool for Suspected COVID-19 Patients.

Authors:  Jeroen Desmet; Charlotte Biebaû; Walter De Wever; Lesley Cockmartin; Verbraeken Viktor; Johan Coolen; Johny Verschakelen; Adriana Dubbeldam
Journal:  J Belg Soc Radiol       Date:  2021-02-16       Impact factor: 1.894

Review 3.  COVID-19 Associated Pneumonia: A review of chest radiograph and computed tomography findings.

Authors:  Rashid S Al-Umairi; Joukha Al-Kalbani; Saqar Al-Tai; Ahmed Al-Abri; Faiza Al-Kindi; Atheel Kamona
Journal:  Sultan Qaboos Univ Med J       Date:  2021-03-15

4.  The challenge of deciding between home-discharge versus hospitalization in COVID-19 patients: The role of initial imaging and clinicolaboratory data.

Authors:  Abolfazl Mozafari; Mojtaba Miladinia; Ali Sabri; Fatemeh Movaseghi; Mehdi Gholamzadeh Baeis
Journal:  Clin Epidemiol Glob Health       Date:  2020-12-03

5.  Clinical evaluation of SARS-CoV-2 Lung HRCT and RT-PCR Techniques: Towards risk factor based diagnosis of infectious diseases.

Authors:  Fariba Asadi; Razieh Shahnazari; Nikhil Bhalla; Amir Farokh Payam
Journal:  Comput Struct Biotechnol J       Date:  2021-04-30       Impact factor: 7.271

Review 6.  The Role of Ionizing Radiation for Diagnosis and Treatment against COVID-19: Evidence and Considerations.

Authors:  Marina Chalkia; Nikolaos-Achilleas Arkoudis; Emmanouil Maragkoudakis; Stamatis Rallis; Ioanna Tremi; Alexandros G Georgakilas; Vassilis Kouloulias; Efstathios Efstathopoulos; Kalliopi Platoni
Journal:  Cells       Date:  2022-01-29       Impact factor: 6.600

7.  Inter-Observer Agreement between Low-Dose and Standard-Dose CT with Soft and Sharp Convolution Kernels in COVID-19 Pneumonia.

Authors:  Ivan Blokhin; Victor Gombolevskiy; Valeria Chernina; Maxim Gusev; Pavel Gelezhe; Olga Aleshina; Alexander Nikolaev; Nicholas Kulberg; Sergey Morozov; Roman Reshetnikov
Journal:  J Clin Med       Date:  2022-01-27       Impact factor: 4.241

8.  Chest CT in COVID-19 pneumonia: what are the findings in mid-term follow-up?

Authors:  Seyed Mohammad Hossein Tabatabaei; Hamid Rajebi; Fahimeh Moghaddas; Mojtaba Ghasemiadl; Hamidreza Talari
Journal:  Emerg Radiol       Date:  2020-11-09

9.  COVID-19 pneumonia in the emergency department: correlation of initial chest CT findings with short-term outcome.

Authors:  Camila Silva Barbosa; Guilherme Wilson Otaviano Garcia Chaves; Camila Vilela de Oliveira; Guilherme Hipolito Bachion; Chang Kai Chi; Giovanni Guido Cerri; Thais Carneiro Lima; Hye Ju Lee
Journal:  Emerg Radiol       Date:  2020-10-15

Review 10.  A Pictorial Review of the Role of Imaging in the Detection, Management, Histopathological Correlations, and Complications of COVID-19 Pneumonia.

Authors:  Barbara Brogna; Elio Bignardi; Claudia Brogna; Mena Volpe; Giulio Lombardi; Alessandro Rosa; Giuliano Gagliardi; Pietro Fabio Maurizio Capasso; Enzo Gravino; Francesca Maio; Francesco Pane; Valentina Picariello; Marcella Buono; Lorenzo Colucci; Lanfranco Aquilino Musto
Journal:  Diagnostics (Basel)       Date:  2021-03-04
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