Literature DB >> 32390122

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

Salar Tofighi1, Saeideh Najafi2, Sean K Johnston1, Ali Gholamrezanezhad1.   

Abstract

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Year:  2020        PMID: 32390122      PMCID: PMC7211266          DOI: 10.1007/s10140-020-01784-3

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


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By April 24, 2020, COVID-19, which refers to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, has been spread to almost all countries, contaminated more than 2,600,000 individuals, and led to more than 180,000 deaths worldwide [1]. COVID-19 is caused by a type of coronavirus which infects both animals and human and predominantly involves the respiratory system. The virus was initially introduced to humans from bats in Wuhan, China [2]. Despite the Chinese government initiating the most aggressive disease containment effort in history [3], the disease has rapidly grown to a pandemic. So far in the USA, more than 869,000 have been infected and almost 50,000 died [4] since the first case was recognized on January 20, 2020 [5]. COVID-19 when symptomatic presents with pneumonia or upper respiratory infection. Fever is observed in almost all (83–98%) patients and cough (mostly dry) is manifested in the majority of cases (46–82%). About one-third of patients (31%) may present with shortness of breath. Myalgia and fatigue may also present (11–44%). Pharyngitis, productive cough, hemoptysis, headache, and GI symptoms are less common manifestations. Of infected individuals, 80% are asymptomatic or only manifest mild symptoms. The average age of patients has been in their 50s with a slight male dominance [6-8]. The mean incubation period is about 5 days after exposure but can be as long as 19 days during which the infected individual is asymptomatic and suspected to be able to transmit disease [6]. Lymphopenia, elevated lactate dehydrogenase, and ferritin are the most common laboratory findings observed in COVID-19 [6]. Definitive diagnosis is made by the detection of viral RNA in specimens collected from patients’ respiratory secretions using reverse transcriptase-polymerase chain reactions (RT-PCR) that are performed using pre-prepared laboratory kits [9]. Since COVID-19 emerged very recently, the efficacy and accuracy of available kits have not been evaluated thoroughly and the sensitivity of currently produced kits has been reported to be as low as 59% in some studies [9]. With the increasing emergent need, governments have encountered a shortage of kits and problems with their distribution, administration, and storage. For instance, the kits stored in the Atlanta CDC facility are reported to be contaminated with Coronavirus [10]. The diagnosis of the first case of COVID-19 in Washington state was delayed due to issues with the results of RT-PCR kits distributed by the CDC. Meanwhile, the suspected patient and exposed healthcare providers were not isolated and freely moved about potential exposing many other individuals to the disease [11].

CT in the diagnostic approach to COVID-19

The rapid widespread expansion of COVID-19 cases has raised concerns about possible disease containment and has made control of further spread of the disease the priority in the management of COVID-19 by WHO and CDC to prevent a pandemic [9]. Bill Gates in his article published in NEJM compared COVID-19 pandemic with the 1918 influenza pandemic and indicated that COVID-19 may evoke a worse pandemic because it has a higher rate of contagiousness and kills both young and elderly [12]. Since there is currently no vaccine for COVID-19, successful disease containment is contingent upon rapid identification of infected individuals to isolate them and their close contacts [9, 13]. The urgent need for an alternative diagnostic than RT-PCR kits has given rise to the possibility of utilization of chest CT findings as a diagnostic aid and a screening tool in suspected patients [13]. In a review of the worldwide approach to the management of COVID-19 outbreak, authors reported that many countries are currently using CT scan as a screening tool for suspected patients due to the lack of resources (under review). Recently, a large study from Wuhan has suggested application of CT scan as an alternative diagnostic method which as of today demonstrated higher sensitivity than existing RT-PCR kits [9] despite that it has not yet been approved by major radiology associations. CT scan is a widely available modality and can readily be performed. In this study, it was reported that 88% of suspected patients had findings suggestive of COVID-19 in chest CT while the positive rate of RT-PCR kits was only 59% [9]. Of those with negative RT-PCR, CT findings were suggestive of highly likely disease and probable disease 48% and 33% respectively [9]. It was also shown that CT findings were detected in infected individuals before the RT-PCR kits did in symptomatic individuals. In patients whose initial serologic result was negative and subsequently were found to be positive on repeat testing, the second positive test results took an average of 5.1 days. Ninety-seven percent of those cases already had positive imaging findings, which were present with a mean of 8 days before the second positive serologic test results were available [9]. Bilateral ground-glass opacities (GGO) and/or consolidation have been suggested as the hallmark of COVID-19 infection on chest CT images [7, 9, 13–15]. While they may be nonspecific, these findings are easily identifiable on CT and should in the proper clinical setting aid diagnosis. GGO is an increased attenuation with preserved vascular and airway markings. With consolidation, these markings are obscured by the infiltration’s effect on images. In a recent study, 78% of symptomatic patients had these findings on CT; of those, 60% demonstrated bilateral lung involvement. Imaging findings were detected in 91% of cases within 3–5 days after symptom onset. Interestingly, the serologic tests result became available at almost the same time in this study (4.5 days) [14].

Low- and ultra-low-dose CT scan protocol

In emergent situations such as COVID-19 pandemic, the demand for performing CT scans may significantly increase due to the high rate of infected individuals. Myers et al. have recently suggested that radiology departments should prepare for the flood of COVID-19 patients during the outbreak and therefore should be engaged in creating the hospital’s mass casualty incident plan [16]. Furthermore, severely symptomatic patients will often undergo multiple imaging studies during the course of their illness. The cumulative effect of these multiple exams can significantly increase the cumulative radiation dose these patients may receive during their hospitalization and recovery. The as low as reasonably achievable (ALARA) principle states that whenever radiation is expected, the exposure should be as low as reasonably achievable [17]. Keeping this important principle in mind, it is critical that we remember that any CT scan we perform should be accompanied by the justification of examination and optimization of radiation dose [18]. This is of particular importance when evaluating more radiation-sensitive patient populations such as pregnant patients and children. While CT imaging has been shown to be a great help in establishing the diagnosis of COVID-19, the potential for increased radiation exposure to a large number of patients across the country cannot be ignored. Balancing the need for effective imaging to aid rapid diagnosis while also trying to minimize radiation exposure will be important for radiologists and clinicians alike as we work together to manage to COVID-19 outbreak. Replacing conventional CT (CCT) with low-dose CT (LDCT) and ultra-low-dose CT (ULDCT) has been proposed as a method to decrease radiation exposure in these patients (Figs. 1 and 2). In a retrospective study [13], LDCT with iterative reconstruction (IR) demonstrated sensitivity, specificity, positive predictive value, negative predictive value, and accuracy of about 90% in the diagnosis of COVID-19. These parameters further increased to up to 96% when patients were symptomatic for more than 48 h. The likelihood of COVID-19 diagnosis increased to 91% from pre-LDCT value of 43% in patients with suggestive imaging findings whereas it was decreased to 9% in those with normal or atypical imaging findings. The respective post-LDCT values in patients with > 48 h of symptoms were 91% and 3%. Furthermore, LDCT demonstrated an additive diagnostic benefit in patients with concomitant bacterial pneumonia or an alternative diagnosis other than COVID-19.
Fig. 1

A 57-year-old male presented with fever and shortness of breath in an epidemic area of COVID-19 (Iran) for diagnostic work-up. Low-dose CT demonstrates multifocal basilar predominant peripheral ground-glass opacities, characteristic of SARS-CoV-2 pneumonia (a, b). The low-dose CT chest radiation dosimetry of the patient was DLP of 78.34 mGy × cm and CTDIvol of 2.03 mGy. Conventional CT chest protocol in the same patient would result in DLP of 301.14 mGy × cm and CTDIvol of 7.87 mGy, which means that low-dose protocol decreased the radiation dose to less than 50% without a significant impact on the diagnostic value. (CT protocol: 100 kVp, 40 mAs, 0.5 s without iterative reconstruction)

Fig. 2

Low-dose chest CT in a 77-year-old male with high-grade fever, shortness of breath, malaise, and cough in an epidemic area of COVID-19 (Iran) demonstrate left upper lobe ground-glass opacity (a). The patient had areas of consolidation superimposed on ground-glass opacity in bilateral lung bases (b). The constellation of findings is in keeping with SARS-CoV-2 pneumonia. The low-dose CT chest radiation dosimetry of the patient was DLP of 68.21 mGy × cm and CTDIvol of 2.10 mGy. Conventional CT chest protocol in the same patient would result in DLP of 264.55 mGy × cm and CTDIvol of 5.92 mGy, which means that low-dose protocol decreased the radiation dose to about 50% without a significant impact on the diagnostic value. (CT protocol: 100 kVp, 50 mAs, 0.5 s without iterative reconstruction)

A 57-year-old male presented with fever and shortness of breath in an epidemic area of COVID-19 (Iran) for diagnostic work-up. Low-dose CT demonstrates multifocal basilar predominant peripheral ground-glass opacities, characteristic of SARS-CoV-2 pneumonia (a, b). The low-dose CT chest radiation dosimetry of the patient was DLP of 78.34 mGy × cm and CTDIvol of 2.03 mGy. Conventional CT chest protocol in the same patient would result in DLP of 301.14 mGy × cm and CTDIvol of 7.87 mGy, which means that low-dose protocol decreased the radiation dose to less than 50% without a significant impact on the diagnostic value. (CT protocol: 100 kVp, 40 mAs, 0.5 s without iterative reconstruction) Low-dose chest CT in a 77-year-old male with high-grade fever, shortness of breath, malaise, and cough in an epidemic area of COVID-19 (Iran) demonstrate left upper lobe ground-glass opacity (a). The patient had areas of consolidation superimposed on ground-glass opacity in bilateral lung bases (b). The constellation of findings is in keeping with SARS-CoV-2 pneumonia. The low-dose CT chest radiation dosimetry of the patient was DLP of 68.21 mGy × cm and CTDIvol of 2.10 mGy. Conventional CT chest protocol in the same patient would result in DLP of 264.55 mGy × cm and CTDIvol of 5.92 mGy, which means that low-dose protocol decreased the radiation dose to about 50% without a significant impact on the diagnostic value. (CT protocol: 100 kVp, 50 mAs, 0.5 s without iterative reconstruction) Since GGO and consolidation are the primary CT presentations of COVID-19 that have been shown to be effectively detected in LDCT or ULDCT, these low-dose image acquisition methods can be utilized for the evaluation of more radiation-sensitive individuals such as pregnant patients. The radiation dose with chest CCT is estimated at 7 mSv, which is reduced to 1–1.5 mSv with the new LDCT methods and as low as 0.3 mSv with ULDCT ones [18]. LDCT and ULDCT have shown efficacy to detect lung abnormalities (Table 1). Park et al. suggested that utilization of LDCT in the evaluation of patients suspected to have lower respiratory infections had successfully detected GGO and small consolidation when these pathologic findings were not detectable in the radiographic images [22]. Kubo et al. compared the detection of GGO and reticular opacities of LDCT with a previous CCT and reported an agreement rate of 83% between them [25]. In contrast, Christe et al. showed that sensitivity of LDCT (77%) is less than CCT (89%) in the detection of GGO particularly for patchy lesions but no significant difference was observed in the detection of consolidation between these scans. In fact, of the missed GGO lesion, half were detected as a nodule [26]. Kim Y. et al. observed no significant differences between LDCT and ULDCT in the detection of GGO and consolidation [19].
Table 1

Studies assessed application of chest low-dose CT or ultra-low-dose CT in evaluation of pneumonia

StudyProtocolEffective doseIRImaging output
Kim et al. (2014) [19]

LDCT

120 kVp; 30 mAs

1.06 ± 0.11 mSv+There was no difference in detection of consolidation and GGO. Diagnosis was clear in 100% of LDCT and 96% of ULDCT.
ULDCT A 100 kVp; 20 mAs0.44 ± 0.05 mSv+
ULDCT B 80 kVp; 30 mAs0.31 ± 0.0.3 mSv+
Dorneles et al. (2018) [20]

ULDCT

80 kVp; 15–30 mAs; 0.5 s

0.39 ± 0.15 mSv+Image qualities were excellent or diagnostic in 99% of ULDCTs.
Sun et al. (2017) [21]

LDCT

120 kVp; 10–350 mAs; 0.8 s

0.59 ± 0.19 mSv+IR demonstrated better detection of pulmonary lesions and lesser noise than FBP.
Park et al. (2015) [22]

LDCT

100 kVp; 30 mAs; 0.5 s

Not reportedLDCT detected GGO and small consolidation which were undetected in radiograph.
Dorobisz et al. (2017) [23]

LDCT

120 kVp; 25, 50, 75, 100 mAs

0.748–2.55 mSv+LDCT successfully detected GGO and consolidation
Alamdaran et al. (2019) [24]

LDCT

120 kVp; 30, 50 mAs,

Not reportedDiagnoses of LDCTs were concordant with final diagnoses.
Kubo et al. (2016) [25]

CCT

120 kVp; 150 mAs; 0.5 s

10.7There were > 83% concordance between CCT findings and LDCT and no significant difference in detection rate.

LDCT

120 kVp; 150 mAs; 0.5 s

3.57
Christe et al. (2012) [26]

CCT

120 mKv; 150 mAs

Not reportedLDCT had lower sensitivity for GGO with no significant difference for consolidation.

LDCT

120 mKv; 40 mAs

Not reported
Ohno et al. (2012) [27]

CCT

120kVp; 150mAs; 0.5 s

Not reportedImage quality of LDCT methods was significantly low when IR was not applied. There was >80% concordance between detection of GGO and reticular opacities in all three methods.

LDCT A

120 kVp; 50 mAs; 0.5 s

Not reported±

LDCT B

120kVp; 25mAs; 0.5 s

Not reported±

GGO, ground-glass opacity; CCT, conventional CT; LDCT, low-dose CT; ULDCT, ultra-low-dose CT; IR, iterative reconstruction; FBP, filtered back projection

Studies assessed application of chest low-dose CT or ultra-low-dose CT in evaluation of pneumonia LDCT 120 kVp; 30 mAs ULDCT 80 kVp; 15–30 mAs; 0.5 s LDCT 120 kVp; 10–350 mAs; 0.8 s LDCT 100 kVp; 30 mAs; 0.5 s LDCT 120 kVp; 25, 50, 75, 100 mAs LDCT 120 kVp; 30, 50 mAs, CCT 120 kVp; 150 mAs; 0.5 s LDCT 120 kVp; 150 mAs; 0.5 s CCT 120 mKv; 150 mAs LDCT 120 mKv; 40 mAs CCT 120kVp; 150mAs; 0.5 s LDCT A 120 kVp; 50 mAs; 0.5 s LDCT B 120kVp; 25mAs; 0.5 s GGO, ground-glass opacity; CCT, conventional CT; LDCT, low-dose CT; ULDCT, ultra-low-dose CT; IR, iterative reconstruction; FBP, filtered back projection Likewise, pediatric patients benefit from dose reduction as they are at increased risk of malignancy following radiation due to their longer life expectancy and higher cell proliferation. A 1-year-old child is 10 times more susceptible to the adverse effects of ionizing radiation than an adult [28]. In a study published in JAMA, the routine effective dose delivered to pediatric patients during chest CT was calculated between 5 and 8 mAs. The lifetime attributable risk of solid organ malignancies per 10,000 CT scans was measured as high as 30 and 9 for girls and boys respectively. As it is expected, the projected radiation dose to body organs is higher in thyroid, lung, breast, and esophagus during a chest CT acquisition. It was reported that as low as 350 CT scans are needed to be performed to observe 1 cancer in girls [29]. LDCT scan has been also suggested in the evaluation of lung abnormalities in pediatrics and successfully detected GGOs and consolidations. Sun et al. measured an overall radiation dose of 0.59 mSv for evaluation of necrotizing pneumonia in different methods of irritative reconstruction which was significantly lower than CCT. They also demonstrated better detection and lower noise for lung lesions using LDCT performed with iterative reconstruction [21]. Therefore, low-dose CT image acquisition methods are of value in the evaluation of pediatric patients. IR methods have been used to improve image quality in low-dose image acquisition and decrease noise while reducing radiation dose. Sakai et al. used simulated GGO and reticular opacity lesions and implemented them inside the apex and lower lobe of the lung [30]. They obtained LDCT images using the IR method in various levels of radiation dose and compared it with filtered back projection (FBP) method which is widely used in scanners. They observed that although there was no significant difference in visual detection of reticular opacity between these two modalities, IR dramatically improved GGO visualization at low radiation doses. In a clinical study, IR demonstrated better detection of necrotizing lesions in children evaluated for necrotizing pneumonia [21]. Ohno et al. showed that without the implementation of IR, the image quality of LDCT was significantly lower than CCT. Following the addition of IR, no significant difference was noted [27].

Conclusion

Since CT scan is capable to aid the diagnosis of COVID-19 in conjunction with other clinical findings, the utilization of LDCT and ULDCT with iterative reconstruction can be potentially recommended for the evaluation of these patients particularly in pregnant and pediatric populations to reduce radiation exposure. Although LDCT and ULDCT have demonstrated comparable efficacy in the detection of GGO and consolidation in patients with pneumonia, no studies have evaluated the efficacy of LDCT and ULDCT in the detection of pulmonary findings in the setting of COVID-19. A head to head comparison of low-dose and conventional protocol in very early stages of the disease is needed, while in intermediate and advanced stages, probably the low-dose CT protocol will provide adequate image quality and diagnostic accuracy.
  23 in total

1.  Low-dose CT screening using hybrid iterative reconstruction: confidence ratings of diagnoses of simulated lesions other than lung cancer.

Authors:  N Sakai; H Yabuuchi; M Kondo; Y Matsuo; T Kamitani; M Nagao; M Jinnouchi; M Yonezawa; T Kojima; Y Yano; H Honda
Journal:  Br J Radiol       Date:  2015-07-08       Impact factor: 3.039

2.  Low and ultra-low dose radiation in CT: Opportunities and limitations.

Authors:  J P Beregi; J Greffier
Journal:  Diagn Interv Imaging       Date:  2019-02       Impact factor: 4.026

3.  The usefulness of low-dose CT scan in elderly patients with suspected acute lower respiratory infection in the emergency room.

Authors:  Ji Eun Park; Yookyung Kim; So W Lee; Sung S Shim; Jeong K Lee; Jin H Lee
Journal:  Br J Radiol       Date:  2016-02-10       Impact factor: 3.039

4.  Radiology Perspective of Coronavirus Disease 2019 (COVID-19): Lessons From Severe Acute Respiratory Syndrome and Middle East Respiratory Syndrome.

Authors:  Melina Hosseiny; Soheil Kooraki; Ali Gholamrezanezhad; Sravanthi Reddy; Lee Myers
Journal:  AJR Am J Roentgenol       Date:  2020-02-28       Impact factor: 3.959

5.  Responding to Covid-19 - A Once-in-a-Century Pandemic?

Authors:  Bill Gates
Journal:  N Engl J Med       Date:  2020-02-28       Impact factor: 91.245

6.  The use of computed tomography in pediatrics and the associated radiation exposure and estimated cancer risk.

Authors:  Diana L Miglioretti; Eric Johnson; Andrew Williams; Robert T Greenlee; Sheila Weinmann; Leif I Solberg; Heather Spencer Feigelson; Douglas Roblin; Michael J Flynn; Nicholas Vanneman; Rebecca Smith-Bindman
Journal:  JAMA Pediatr       Date:  2013-08-01       Impact factor: 16.193

7.  Image quality improvement using model-based iterative reconstruction in low dose chest CT for children with necrotizing pneumonia.

Authors:  Jihang Sun; Tong Yu; Jinrong Liu; Xiaomin Duan; Di Hu; Yong Liu; Yun Peng
Journal:  BMC Med Imaging       Date:  2017-03-16       Impact factor: 1.930

8.  Chest CT Findings in Coronavirus Disease-19 (COVID-19): Relationship to Duration of Infection.

Authors:  Adam Bernheim; Xueyan Mei; Mingqian Huang; Yang Yang; Zahi A Fayad; Ning Zhang; Kaiyue Diao; Bin Lin; Xiqi Zhu; Kunwei Li; Shaolin Li; Hong Shan; Adam Jacobi; Michael Chung
Journal:  Radiology       Date:  2020-02-20       Impact factor: 11.105

9.  A pneumonia outbreak associated with a new coronavirus of probable bat origin.

Authors:  Peng Zhou; Xing-Lou Yang; Xian-Guang Wang; Ben Hu; Lei Zhang; Wei Zhang; Hao-Rui Si; Yan Zhu; Bei Li; Chao-Lin Huang; Hui-Dong Chen; Jing Chen; Yun Luo; Hua Guo; Ren-Di Jiang; Mei-Qin Liu; Ying Chen; Xu-Rui Shen; Xi Wang; Xiao-Shuang Zheng; Kai Zhao; Quan-Jiao Chen; Fei Deng; Lin-Lin Liu; Bing Yan; Fa-Xian Zhan; Yan-Yi Wang; Geng-Fu Xiao; Zheng-Li Shi
Journal:  Nature       Date:  2020-02-03       Impact factor: 69.504

10.  First Case of 2019 Novel Coronavirus in the United States.

Authors:  Michelle L Holshue; Chas DeBolt; Scott Lindquist; Kathy H Lofy; John Wiesman; Hollianne Bruce; Christopher Spitters; Keith Ericson; Sara Wilkerson; Ahmet Tural; George Diaz; Amanda Cohn; LeAnne Fox; Anita Patel; Susan I Gerber; Lindsay Kim; Suxiang Tong; Xiaoyan Lu; Steve Lindstrom; Mark A Pallansch; William C Weldon; Holly M Biggs; Timothy M Uyeki; Satish K Pillai
Journal:  N Engl J Med       Date:  2020-01-31       Impact factor: 91.245

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  13 in total

Review 1.  Review of COVID-19 testing and diagnostic methods.

Authors:  Olena Filchakova; Dina Dossym; Aisha Ilyas; Tamila Kuanysheva; Altynay Abdizhamil; Rostislav Bukasov
Journal:  Talanta       Date:  2022-03-31       Impact factor: 6.556

Review 2.  Diagnostic performance of chest computed tomography for COVID-19 in children: a systematic review and meta-analysis of clinical and computed tomography features in 987 patients.

Authors:  Mahitab Ghoneim; Riham Eid; Nashwa Hamdy; Doaa Shokry; Mohammed A Salem; Ahmed El-Morsy; Ali H Elmokadem
Journal:  Pol J Radiol       Date:  2022-03-02

Review 3.  COVID-19 or non-COVID viral pneumonia: How to differentiate based on the radiologic findings?

Authors:  Azadeh Eslambolchi; Ana Maliglig; Amit Gupta; Ali Gholamrezanezhad
Journal:  World J Radiol       Date:  2020-12-28

Review 4.  Current and innovative methods for the diagnosis of COVID‑19 infection (Review).

Authors:  Luca Falzone; Giuseppe Gattuso; Aristidis Tsatsakis; Demetrios A Spandidos; Massimo Libra
Journal:  Int J Mol Med       Date:  2021-04-13       Impact factor: 5.314

5.  [Sorting and detection of COVID-19 by low-dose thoracic CT scan in patients consulting the radiology department of Fann hospital (Dakar-Senegal)].

Authors:  Ibrahima Niang; Ibrahima Diallo; Joseph Coumba Ndoffene Diouf; Mamadou Ly; Mouhamadou Hamine Toure; Khadidiatou Ndiaye Diouf; Fallou Galass Niang; Ibrahima Faye; Mama Ndao; Geraud Akpo; Hamidou Deme; Abdoulaye Dione Diop; Sokhna Ba; Elhadji Niang
Journal:  Pan Afr Med J       Date:  2020-10-13

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.  Imaging Findings of SARS-CoV-2 Infection in Pediatrics: A Systematic Review of Coronavirus Disease 2019 (COVID-19) in 850 Patients.

Authors:  Sanaz Katal; Sean K Johnston; Jennifer H Johnston; Ali Gholamrezanezhad
Journal:  Acad Radiol       Date:  2020-07-30       Impact factor: 3.173

Review 8.  Diagnosis of COVID-19: facts and challenges.

Authors:  H H Zalzala
Journal:  New Microbes New Infect       Date:  2020-09-16

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

Authors:  Seyed Mohammad Hossein Tabatabaei; Hamidreza Talari; Ali Gholamrezanezhad; Bagher Farhood; Habibollah Rahimi; Reza Razzaghi; Narges Mehri; Hamid Rajebi
Journal:  Emerg Radiol       Date:  2020-08-13

Review 10.  The lingering manifestations of COVID-19 during and after convalescence: update on long-term pulmonary consequences of coronavirus disease 2019 (COVID-19).

Authors:  Brian Shaw; Mahyar Daskareh; Ali Gholamrezanezhad
Journal:  Radiol Med       Date:  2020-10-01       Impact factor: 6.313

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