Literature DB >> 32729811

Use of Chest Imaging in the Diagnosis and Management of COVID-19: A WHO Rapid Advice Guide.

Elie A Akl1, Ivana Blazic1, Sally Yaacoub1, Guy Frija1, Roger Chou1, John Adabie Appiah1, Mansoor Fatehi1, Nicola Flor1, Eveline Hitti1, Hussain Jafri1, Zheng-Yu Jin1, Hans Ulrich Kauczor1, Michael Kawooya1, Ella Annabelle Kazerooni1, Jane P Ko1, Rami Mahfouz1, Valdair Muglia1, Rose Nyabanda1, Marcelo Sanchez1, Priya B Shete1, Marina Ulla1, Chuansheng Zheng1, Emilie van Deventer1, Maria Del Rosario Perez1.   

Abstract

The World Health Organization (WHO) undertook the development of a rapid guide on the use of chest imaging in the diagnosis and management of COVID-19. The rapid guide was developed over two months using standard WHO processes, except for the use of 'rapid reviews' and online meetings of the panel. The evidence review was supplemented by a survey of stakeholders regarding their views on the acceptability, feasibility, impact on equity and resource use of the relevant chest imaging modalities (chest radiography, chest CT and lung ultrasound). The guideline development group had broad expertise and country representation. The rapid guide includes three diagnosis recommendations and four management recommendations. The recommendations cover patients with suspected or confirmed COVID-19 with different levels of disease severity, throughout the care pathway from outpatient facility or hospital entry, to home discharge. All recommendations are conditional and are based on low certainty evidence (n=2), very low certainty evidence (n=2), or expert opinion (n=3). The remarks accompanying the recommendations suggest which patients are likely to benefit from chest imaging and what factors should be considered when choosing the specific imaging modality. The guidance also offers considerations about implementation, monitoring and evaluation, and identifies research needs.

Entities:  

Year:  2020        PMID: 32729811      PMCID: PMC7393953          DOI: 10.1148/radiol.2020203173

Source DB:  PubMed          Journal:  Radiology        ISSN: 0033-8419            Impact factor:   11.105


Summary

The guide includes seven recommendations covering patients with suspected or confirmed COVID-19 with different levels of disease severity, throughout the care pathway from outpatient facility or hospital entry, to home discharge. ■ The rapid guide includes three diagnosis recommendations and four management recommendations covering patients with suspected or confirmed COVID-19 with different levels of disease severity, throughout the care pathway from outpatient facility or hospital entry, to home discharge. ■ The rapid guide offers considerations about implementation, monitoring and evaluation, and identifies research needs. ■ The guide will be relevant for clinicians, hospital managers and planners, policy-makers, hospital architects, biomedical engineers, medical physicists, logistics staff, and control officers involved in water/sanitation and infection prevention.

Introduction

A cluster of pneumonia cases in Wuhan, China was first reported to the World Health Organization (WHO) Country Office in China on 31st of December 2019 [1]. Soon thereafter, a novel coronavirus was identified as the causative agent [2-4]. This virus was named severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) and the associated disease was named coronavirus disease 2019 (COVID-19) [5]. Since December 2019, COVID-19 has rapidly spread from Wuhan to other parts of China and throughout the world. On 30 January 2020, WHO declared the outbreak a public health emergency of international concern and on 11 March 2020, WHO characterized the outbreak as a pandemic [6,7]. The diagnosis of COVID-19 is currently confirmed by identification of viral RNA in reverse transcriptase polymerase chain reaction (RT-PCR). Chest imaging has been considered as part of the diagnostic workup of symptomatic subjects with suspected COVID-19 in settings where laboratory testing (RT-PCR) is not available or results are delayed or are initially negative in the presence of symptoms attributable to COVID-19. COVID-19 manifests with non-respiratory symptoms as well as respiratory symptoms which are non-specific and of variable severity, ranging from mild to life threatening, which may demand advanced respiratory assistance and artificial ventilation. Imaging has been also considered to complement clinical evaluation and laboratory parameters in the management of patients already diagnosed with COVID-19 (1). A recent international survey conducted by the International Society of Radiology and the European Society of Radiology found important variations in imaging practices related to COVID-19 [8]. Several countries requested WHO’s advice on the role of chest imaging in the diagnostic workup of subjects with suspected or probable COVID-19 disease and in the clinical management of patients with confirmed COVID-19. As a consequence, WHO undertook the development of a rapid guide on the use of chest imaging in the diagnosis and management of COVID-19 [9].

Methods

The development of this rapid advice guide followed the process outlined in the WHO handbook for guideline development [10], which used the Grading of Recommendations Assessment, Development and Evaluation (GRADE) methodology [11]. Given the nature of the emergency, the process was implemented within a time frame of two months. The reporting of this guide followed the Reporting Items for practice Guidelines in HealThcare (RIGHT) checklist [12]. The main target audience of the guidance are health professionals involved in the diagnosis and management of COVID-19.

Group composition

In conformity with the WHO process, the following bodies were established: a core group (coordination role), a steering group (advisory role), a guideline development group (GDG; the expert panel) and an external review group (peer review role). Membership of the GDG and the external review group included experts from 10 high income countries and 14 low- and middle-income countries (LMICs). In addition, a systematic review team was contracted to conduct a rapid systematic review for each of the guidance’s questions. Appendix E1 provides the details on group composition and roles and list of contributors.

Management of declaration of interests

All experts declared their interests prior to participation in the guideline development processes and meetings. All declarations were managed following WHO regulations, on a case-by-case basis and communicated to the experts at the start of the first GDG meeting. A summary was included in Appendix E2. All authors have completed the ICMJE uniform disclosure form at ww.icmje.org/coi_disclosure.pdf and declare no conflicts.

Identification of the key questions

The core group reviewed formal consensus statements from professional bodies and/or national health authorities on the use of chest imaging in COVID-19, with the assistance of the GDG and the International Society of Radiology. Informed by these statements [8,13], the core group formulated the key questions using the PICO format (Population, Intervention, Comparator, Outcomes), with the help of the steering group, the GDG and the systematic review team (see Appendix E3). The intended populations are those in whom a COVID-19 diagnosis need to be established and those in whom the diagnosis is already established. The questions addressed three chest imaging modalities (chest radiography, chest computed tomography [CT] and lung ultrasound); three questions addressed diagnosis while four questions addressed management. These key questions formed the basis of the systematic reviews and of the development of recommendations.

Identification of the critical outcomes

The core group drafted a list of outcomes relevant for each PICO question which was circulated to the GDG for importance rating [14]. The list included three types of outcomes: diagnostic accuracy, clinical outcomes and health systems outcomes (see Appendix E3). The outcomes selected for each question and the scores assessing their importance are included in the evidence-to-decision tables presented in Appendix E4.

Evidence identification and retrieval, quality assessment and synthesis of evidence

A systematic review team performed a rapid review (initial search on 15 April 2020, with subsequent literature surveillance through 29 April 2020, and update on 28 May 2020). Refer to the full guideline publication for more information on the systematic review [15]. The systematic review team produced a GRADE evidence profile for each PICO question [16]. According to the GRADE methodology, the certainty of evidence is categorized into “high”, “moderate”, “low” and “very low”, based on study limitations, inconsistency, imprecision, indirectness, and other factors [17,18]. The core group conducted an online cross-sectional survey of stakeholders asking them to rate (i) the importance of the outcomes and (ii) their views on the acceptability, feasibility, impact on equity and resource use of the relevant chest imaging modalities (chest radiography, CT and lung ultrasound) in the different clinical scenarios.

Formulation of the recommendations

The GDG formulated the recommendations using the GRADE framework, with explicit consideration of specific factors that may affect the direction and strength of each recommendation (benefits and harms, the certainty of the evidence, values and preferences, resource use, equity, acceptability and feasibility) [11,19]. The direction (whether “in favour of” or “against” an intervention) and strength (whether “conditional” or “strong”) of the recommendations reflects the GDG’s degree of confidence as to whether the desirable effects of the intervention being considered outweigh the undesirable effects. The methodologist (EAA) developed an evidence-to-decision table for each PICO question (using the GRADEpro software), [17] and used them to guide online discussions [18]. The GDG voted on each of the evidence-to-decision factors, then on the direction and strength of the recommendation using an online voting tool (menti.com). The voting results served as the starting point for building consensus. None of the GDG members expressed opposition to the final strength or direction of any of the recommendations. The recommendation was termed as “based on expert opinion” when the systematic review identified no relevant evidence.

Peer review and quality assurance

The members of the External Review Group provided peer review on the draft report of the guidance. The core group considered and addressed all comments with detailed documentation of the responses. The WHO COVID-19 Publications Review Committee provided oversight and approved the final version of the report.

Results

The literature review identified 28 studies that met the eligibility criteria. Out of the seven PICO questions, four had no identified evidence (PICO 1, 3, 6, 7), one had low certainty evidence (PICO 2), and two had very low certainty evidence (PICO 4, 5). The summary of the evidence by PICO question is as follows: PICO 1: The systematic review identified no eligible study evaluating the diagnostic accuracy of imaging in asymptomatic contacts of patients with COVID-19. PICO 2: The systematic review identified 23 studies that evaluated the diagnostic accuracy of three imaging modalities in symptomatic patients with suspected COVID-19, against a reference standard, chest radiography (n=3), chest CT (n=19) and lung ultrasound (n=1). None of these studies compared two imaging modalities against each other. The systematic review team judged those studies to be at either high risk of bias (n=17) or moderate risk of bias (n=6). The studies provided limited information regarding clinical presentation (e.g. the severity of symptoms at presentation) and few reported specific criteria for a positive imaging test for COVID-19. Eleven studies did not describe a reference standard to diagnose COVID-19 that included serial RT-PCR or clinical follow-up. The median sensitivity and specificity reported by the included studies were 0.64 and 0.82 for chest radiography; 0.92 and 0.56 for chest CT; and 0.95 and 0.83 for lung ultrasound. The systematic review team judged the certainty of this evidence to be low for chest radiography, chest CT and lung ultrasound. The corresponding evidence-to-decision table available in Appendix E4 provides the counts for true positives, true negatives, false positives and false negatives for four hypothetical prevalence values of COVID-19 infection which were assumed to be 20%, 40%, 60% and 80% among symptomatic patients with suspected COVID-19. The update of the review conducted before the publication of the guide identified five new studies that evaluated the diagnostic accuracy of chest radiography, chest CT and lung ultrasound in symptomatic patients with suspected COVID-19. The synthesized evidence as well as its associated certainty were judged to remain unchanged. PICO 3: The systematic review identified no eligible study that evaluated any chest imaging modality in patients with suspected or confirmed COVID-19 not yet hospitalized to support decisions on hospital admission versus home discharge on health outcomes. PICO 4: The systematic review identified no eligible study that evaluated any chest imaging modality in patients with suspected or confirmed COVID-19 not yet hospitalized to support decisions on regular admission versus intensive care unit admission on health outcomes. The update of the review conducted before the publication of the guide identified one new study that evaluated the use of chest imaging in patients with suspected or confirmed COVID-19 not yet hospitalized. The certainty of the evidence was judged as very low. PICO 5: The systematic review team identified three studies that evaluated chest imaging in patients currently hospitalized with moderate or severe symptoms and suspected or confirmed COVID-19, for predicting mortality or admission at the intensive care unit. The certainty of evidence was judged to be very low. PICO 7: The systematic review team identified no study that evaluated any chest imaging modality to support the decision on discharge home. Refer to the full guideline publication for the citations of studies referred in the summary of evidence [15]. The GDG developed one recommendation for each PICO question with two exceptions: it developed two recommendations for PICO 2 and developed no recommendation for PICO 6 (due to lack of evidence and the rapidly evolving knowledge related to that question). The recommendations for which no evidence meeting inclusion criteria was identified were labelled as based on expert opinion. Table 1 presents a summary of the recommendations. All developed recommendations are conditional, which means that the desirable effects were judged to likely outweigh the undesirable effects under certain conditions. One set of these conditions relates to the characteristics of patients who are likely to benefit from the recommended interventions (listed in Table 1 for each recommendation).
Table 1:

Summary of the Recommendations.

Summary of the Recommendations. Another set of conditions relates the factors to consider when choosing a specific imaging modality (included in Table 2 for all recommendations). Appendix E5 provides implementation considerations, monitoring and evaluation considerations, and research priorities for the different recommendations. Table 3 lists only those implementation considerations that are common across all recommendations. The evidence-to-decision tables for the different recommendations are included in Appendix E4.
Table 2:

Factors to consider when choosing the specific imaging modality (applies to all recommendations).

Table 3:

Implementation considerations that are common across recommendations.

Factors to consider when choosing the specific imaging modality (applies to all recommendations). Implementation considerations that are common across recommendations.

Discussion

The purpose of the guide is to support WHO Member States in their response to the COVID-19 pandemic by providing up-to-date guidance on use of chest imaging in adult patients with suspected or confirmed COVID-19, including chest radiography, computed tomography and lung ultrasound. It covers the care pathway from outpatient facility or hospital entry to home discharge. The guidance is provided for patients with different levels of disease severity, from asymptomatic individuals to critically ill patients. Additional guidance on infection prevention and control (IPC) in medical imaging procedures for COVID-19 management is provided in Appendix E6. The IPC guidance addresses both general measures for all imaging procedures and specific precautions for chest radiography, chest CT and lung ultrasound. The guide also promotes quality and safety of radiation use in health facilities, thus enhancing protection and safety of patients and health workers (Appendix E6). The guide has a number of strengths including its development based on standard methodology [20], the consideration of contextual factors [11], its reporting according the RIGHT statement, and the consideration of stakeholders views [21]. Limitations include that the evidence on which the recommendations are based is either lacking or at best of low certainty, and that scope is relatively narrow (e.g., excluded children, did not address the systemic aspects of the disease). However, the latter was necessary to allow the rapid development of recommendations addressing the most pressing questions. The recommendations address chest imaging in general, but not specific imaging modalities. While there is accumulating evidence about typical findings with each imaging modality [22], evidence about comparative diagnostic and prognostic value of the different modalities is still lacking. The experience indicates that in most cases chest radiography with portable equipment can provide the information needed at the point of care. In addition to limiting patient transfers it gives the possibility of adapting procedures to reduce staff exposure and increase operational efficiencies (e.g. portable chest radiography obtained through the glass of an isolation room door) [23]. Preliminary studies on lung ultrasound seem promising, in particular for use of portable ultrasound scanners at the point of care, but further evidence still needs to be generated. A CT scan may be the indicated modality for particular patient groups (e.g. those with suspected thrombotic/thromboembolic disease, multi-systemic disease). In health facilities, particularly in LMICs, where CT scans are not available for those patients, policy makers should consider provisions to facilitate patient transfer to reference hospitals where CT scans can be performed. In the long-term, the assessment of clinical, social, economic, organizational and ethical issues should inform decision-making about procurement of imaging technology [24,25]. There is wide variability of the contextual factors across settings (e.g., availability and cost of each modality and availability of the required expertise). Along with other technical considerations, the guide refers to the choice of a chest imaging modality in the remarks that apply to all recommendations (see Table 2). Indeed, the GDG gave due consideration to resource use, impact on equity, acceptability and feasibility when drafting the recommendations. This guide is primarily intended for health professionals working in emergency departments, imaging departments, clinical departments, intensive care units and other health care settings involved in the diagnosis of COVID-19 and in the management of COVID-19 patients. The document can also be useful for hospital managers and planners, policy-makers, hospital architects, biomedical engineers, medical physicists, logistics staff, water/sanitation and infection prevention and control officers. Health authorities and radiation regulators can use the guide to develop specific national standards relevant to COVID-19 outbreak preparedness, readiness and response in different contexts. Finally, it can be useful to funders that wish to donate equipment and devices as well as funding priority research. We were able to develop the guideline in about 10 weeks, which fits the 3-month timeframe of ‘rapid’ guidelines [26]. Two main facilitating factors include the existence of a clear and detailed process in place (as described in the WHO handbook for guideline development) [10], and the use of a rapid review process [27]. The latter factor is important considering that conducting the systematic review typically consumes a number of months. In addition, we used a staggered approach when developing the guide: e.g., we started training the GDG members even before the findings of the rapid review were available, and we sent out recommendations for peer review (by the external review group) even before all recommendations were developed. Finally, the most critical factor was probably having a dedicated core group that developed and followed a very strict timeline and worked on keeping a steady momentum. The core group members met almost daily (including weekends) and maintained an intense email communication. While the guide was developed within a relatively short timeframe, we do not believe this has affected the quality of the recommendations. Indeed, we followed standard WHO process, including proper development of PICO questions, determination and prioritization of outcomes of interest, conflicts of interest declaration and management, reliance on systematically collected evidence, use of GRADE methodology, and use of Evidence to Decision tables. While the rapid review could have missed relevant studies, it is very unlikely that any impactful studies have been missed. We did have all members of the GDG verify eligible studies, and we continually monitored the literature over the period of the project. The online format of the GDG meetings, due to the travel restrictions during the pandemic, did not impede proper discussions. On the contrary, GDG discussions were lively constructive and allowed all members the opportunity to contribute. Moreover, we conducted a survey of stakeholders to capture their views on factors that were very important to the development of recommendations, namely resource use, impact on equity, acceptability and feasibility. The panel paid attention to the resource implications for low resource settings. As growing body of literature is confirming the multi-systemic nature of COVID-19 (including the nervous, vascular and cardiac systems, kidneys) [28], this raises questions on whether/when/how imaging other than that of the chest (e.g., cardiac ultrasound, brain MRI, vascular imaging, abdominal imaging) may contribute to early diagnosis and/or management of patients with COVID-19. Specifically, pulmonary embolism in patients with COVID-19 is gaining attention with its relatively high prevalence and the ongoing discussion about its embolic versus intravascular thrombotic mechanism [29,30]. When addressing this question, the GDG members felt that both the published literature and the collective clinical experience were not adequate to justify any recommendation. We are aiming to address it in the next update of the guide. In the future, guidance and policies for procurement of imaging equipment are needed. There is also a need for research on diagnostic accuracy, and desirable and undesirable impact of the different modalities on clinical and health systems outcomes. Ideally, the clinical studies should consist of well-designed clinical trials that are registered [31], and reported according to standard guidelines [22]. Finally, there is a need for studies addressing contextual factors, including cost, cost effectiveness, impact on equity, acceptability and feasibility of the different imaging modalities. In summary, the guide provides up-to-date guidance on the use of chest imaging in patients with suspected or confirmed COVID-19 for clinicians, and other stakeholders. It also provides research recommendations that can hopefully provide a better evidence base for future updates of the guide.
  21 in total

1.  GRADE guidelines: 1. Introduction-GRADE evidence profiles and summary of findings tables.

Authors:  Gordon Guyatt; Andrew D Oxman; Elie A Akl; Regina Kunz; Gunn Vist; Jan Brozek; Susan Norris; Yngve Falck-Ytter; Paul Glasziou; Hans DeBeer; Roman Jaeschke; David Rind; Joerg Meerpohl; Philipp Dahm; Holger J Schünemann
Journal:  J Clin Epidemiol       Date:  2010-12-31       Impact factor: 6.437

2.  GRADE guidelines: 2. Framing the question and deciding on important outcomes.

Authors:  Gordon H Guyatt; Andrew D Oxman; Regina Kunz; David Atkins; Jan Brozek; Gunn Vist; Philip Alderson; Paul Glasziou; Yngve Falck-Ytter; Holger J Schünemann
Journal:  J Clin Epidemiol       Date:  2010-12-30       Impact factor: 6.437

3.  [GRADE guidelines: 14. Going from evidence to recommendations: the significance and presentation of recommendations].

Authors:  Angela Kaminski-Hartenthaler; Joerg J Meerpohl; Gerald Gartlehner; Christina Kien; Gero Langer; Jörg Wipplinger; Holger J Schünemann
Journal:  Z Evid Fortbild Qual Gesundhwes       Date:  2014-09-16

Review 4.  GRADE guidelines: 13. Preparing summary of findings tables and evidence profiles-continuous outcomes.

Authors:  Gordon H Guyatt; Kristian Thorlund; Andrew D Oxman; Stephen D Walter; Donald Patrick; Toshi A Furukawa; Bradley C Johnston; Paul Karanicolas; Elie A Akl; Gunn Vist; Regina Kunz; Jan Brozek; Lawrence L Kupper; Sandra L Martin; Joerg J Meerpohl; Pablo Alonso-Coello; Robin Christensen; Holger J Schunemann
Journal:  J Clin Epidemiol       Date:  2012-10-30       Impact factor: 6.437

Review 5.  A scoping review of rapid review methods.

Authors:  Andrea C Tricco; Jesmin Antony; Wasifa Zarin; Lisa Strifler; Marco Ghassemi; John Ivory; Laure Perrier; Brian Hutton; David Moher; Sharon E Straus
Journal:  BMC Med       Date:  2015-09-16       Impact factor: 8.775

6.  Thromboembolic Findings in COVID-19 Autopsies: Pulmonary Thrombosis or Embolism?

Authors:  Charuhas Deshpande
Journal:  Ann Intern Med       Date:  2020-05-15       Impact factor: 25.391

7.  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

8.  Genomic characterisation and epidemiology of 2019 novel coronavirus: implications for virus origins and receptor binding.

Authors:  Roujian Lu; Xiang Zhao; Juan Li; Peihua Niu; Bo Yang; Honglong Wu; Wenling Wang; Hao Song; Baoying Huang; Na Zhu; Yuhai Bi; Xuejun Ma; Faxian Zhan; Liang Wang; Tao Hu; Hong Zhou; Zhenhong Hu; Weimin Zhou; Li Zhao; Jing Chen; Yao Meng; Ji Wang; Yang Lin; Jianying Yuan; Zhihao Xie; Jinmin Ma; William J Liu; Dayan Wang; Wenbo Xu; Edward C Holmes; George F Gao; Guizhen Wu; Weijun Chen; Weifeng Shi; Wenjie Tan
Journal:  Lancet       Date:  2020-01-30       Impact factor: 79.321

9.  The Role of Chest Imaging in Patient Management During the COVID-19 Pandemic: A Multinational Consensus Statement From the Fleischner Society.

Authors:  Geoffrey D Rubin; Christopher J Ryerson; Linda B Haramati; Nicola Sverzellati; Jeffrey P Kanne; Suhail Raoof; Neil W Schluger; Annalisa Volpi; Jae-Joon Yim; Ian B K Martin; Deverick J Anderson; Christina Kong; Talissa Altes; Andrew Bush; Sujal R Desai; Jonathan Goldin; Jin Mo Goo; Marc Humbert; Yoshikazu Inoue; Hans-Ulrich Kauczor; Fengming Luo; Peter J Mazzone; Mathias Prokop; Martine Remy-Jardin; Luca Richeldi; Cornelia M Schaefer-Prokop; Noriyuki Tomiyama; Athol U Wells; Ann N Leung
Journal:  Chest       Date:  2020-04-07       Impact factor: 9.410

10.  Protocol for the development of guidance for stakeholder engagement in health and healthcare guideline development and implementation.

Authors:  Jennifer Petkovic; Alison Riddle; Elie A Akl; Joanne Khabsa; Lyubov Lytvyn; Pearl Atwere; Pauline Campbell; Kalipso Chalkidou; Stephanie M Chang; Sally Crowe; Leonila Dans; Fadi El Jardali; Davina Ghersi; Ian D Graham; Sean Grant; Regina Greer-Smith; Jeanne-Marie Guise; Glen Hazlewood; Janet Jull; S Vittal Katikireddi; Etienne V Langlois; Anne Lyddiatt; Lara Maxwell; Richard Morley; Reem A Mustafa; Francesco Nonino; Jordi Pardo Pardo; Alex Pollock; Kevin Pottie; John Riva; Holger Schünemann; Rosiane Simeon; Maureen Smith; Airton T Stein; Anneliese Synnot; Janice Tufte; Howard White; Vivian Welch; Thomas W Concannon; Peter Tugwell
Journal:  Syst Rev       Date:  2020-02-01
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  45 in total

Review 1.  Artificial intelligence-based approaches for COVID-19 patient management.

Authors:  Lan Lan; Wenbo Sun; Dan Xu; Minhua Yu; Feng Xiao; Huijuan Hu; Haibo Xu; Xinghuan Wang
Journal:  Intell Med       Date:  2021-06-10

Review 2.  Pulmonary and Systemic Pathology in COVID-19.

Authors:  Danny Jonigk; Christopher Werlein; Peter D Lee; Hans-Ulrich Kauczor; Florian Länger; Maximilian Ackermann
Journal:  Dtsch Arztebl Int       Date:  2022-06-24       Impact factor: 8.251

Review 3.  Tools and Techniques for Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2)/COVID-19 Detection.

Authors:  Seyed Hamid Safiabadi Tali; Jason J LeBlanc; Zubi Sadiq; Oyejide Damilola Oyewunmi; Carolina Camargo; Bahareh Nikpour; Narges Armanfard; Selena M Sagan; Sana Jahanshahi-Anbuhi
Journal:  Clin Microbiol Rev       Date:  2021-05-12       Impact factor: 26.132

4.  Diagnostic performance of Radiological Society of North America structured reporting language for chest computed tomography findings in patients with COVID-19.

Authors:  Halil Özer; Abidin Kılınçer; Emine Uysal; Burcu Yormaz; Hakan Cebeci; Mehmet Sedat Durmaz; Mustafa Koplay
Journal:  Jpn J Radiol       Date:  2021-05-06       Impact factor: 2.374

5.  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

Review 6.  Highlighting COVID-19: What the imaging exams show about the disease.

Authors:  Lorena Sousa de Carvalho; Ronaldo Teixeira da Silva Júnior; Bruna Vieira Silva Oliveira; Yasmin Silva de Miranda; Nara Lúcia Fonseca Rebouças; Matheus Sande Loureiro; Samuel Luca Rocha Pinheiro; Regiane Santos da Silva; Paulo Victor Silva Lima Medrado Correia; Maria José Souza Silva; Sabrina Neves Ribeiro; Filipe Antônio França da Silva; Breno Bittencourt de Brito; Maria Luísa Cordeiro Santos; Rafael Augusto Oliveira Sodré Leal; Márcio Vasconcelos Oliveira; Fabrício Freire de Melo
Journal:  World J Radiol       Date:  2021-05-28

7.  Impact of the COVID-19 pandemic on the selection of chest imaging modalities and reporting systems: a survey of Italian radiologists.

Authors:  Andrea Borghesi; Nicola Sverzellati; Roberta Polverosi; Maurizio Balbi; Elisa Baratella; Marco Busso; Lucio Calandriello; Giancarlo Cortese; Alessandra Farchione; Roberto Iezzi; Stefano Palmucci; Ilaria Pulzato; Cristiano Rampinelli; Chiara Romei; Adele Valentini; Roberto Grassi; Anna Rita Larici
Journal:  Radiol Med       Date:  2021-07-01       Impact factor: 3.469

8.  Diagnostic performance of chest radiography in high COVID-19 prevalence setting: experience from a European reference hospital.

Authors:  Nicola Flor; Lorenzo Saggiante; Anna Paola Savoldi; Renato Vitale; Giovanni Casazza; Paolo Villa; Anna Maria Brambilla
Journal:  Emerg Radiol       Date:  2021-07-03

Review 9.  Imaging in the COVID-19 era: Lessons learned during a pandemic.

Authors:  Georgios Antonios Sideris; Melina Nikolakea; Aikaterini-Eleftheria Karanikola; Sofia Konstantinopoulou; Dimitrios Giannis; Lucy Modahl
Journal:  World J Radiol       Date:  2021-06-28

10.  Quality of and Recommendations for Relevant Clinical Practice Guidelines for COVID-19 Management: A Systematic Review and Critical Appraisal.

Authors:  Yun-Yun Wang; Qiao Huang; Quan Shen; Hao Zi; Bing-Hui Li; Ming-Zhen Li; Shao-Hua He; Xian-Tao Zeng; Xiaomei Yao; Ying-Hui Jin
Journal:  Front Med (Lausanne)       Date:  2021-06-10
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