Medical imaging and computational image analysis in COVID-19 diagnosis: A review
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Medical imaging and computational image analysis in COVID-19 diagnosis: A review
Authors
Keywords
Computed tomography, Corona virus, COVID-19, Deep learning, Machine learning, Medical image computing, Medical imaging
Journal
COMPUTERS IN BIOLOGY AND MEDICINE
Volume 135, Issue -, Pages 104605
Publisher
Elsevier BV
Online
2021-06-23
DOI
10.1016/j.compbiomed.2021.104605
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Deep Learning for Diagnosis of COVID-19 using 3D CT Scans
- (2021) Sertan Serte et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Chest x-ray or CT for COVID-19 pneumonia? Comparative study in a simulated triage setting
- (2021) Nicola Sverzellati et al. EUROPEAN RESPIRATORY JOURNAL
- Hybrid ensemble model for differential diagnosis between COVID-19 and common viral pneumonia by chest X-ray radiograph
- (2021) Weiqiu Jin et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Deep-chest: Multi-classification deep learning model for diagnosing COVID-19, pneumonia, and lung cancer chest diseases
- (2021) Dina M. Ibrahim et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Transfer learning-based approach for detecting COVID-19 ailment in lung CT scan
- (2021) Vinay Arora et al. COMPUTERS IN BIOLOGY AND MEDICINE
- D2A U-Net: Automatic segmentation of COVID-19 CT slices based on dual attention and hybrid dilated convolution
- (2021) Xiangyu Zhao et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Deep learning model for distinguishing novel coronavirus from other chest related infections in X-ray images
- (2021) Fareed Ahmad et al. COMPUTERS IN BIOLOGY AND MEDICINE
- CovidXrayNet: Optimizing data augmentation and CNN hyperparameters for improved COVID-19 detection from CXR
- (2021) Maram Mahmoud A. Monshi et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Classification of COVID-19 chest X-Ray and CT images using a type of dynamic CNN modification method
- (2021) Guangyu Jia et al. COMPUTERS IN BIOLOGY AND MEDICINE
- FBSED based automatic diagnosis of COVID-19 using X-ray and CT images
- (2021) Pradeep Kumar Chaudhary et al. COMPUTERS IN BIOLOGY AND MEDICINE
- DenseCapsNet: Detection of COVID-19 from X-ray images using a capsule neural network
- (2021) Hao Quan et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19
- (2021) Karim Hammoudi et al. JOURNAL OF MEDICAL SYSTEMS
- Relation Between Chest CT Findings and Clinical Conditions of Coronavirus Disease (COVID-19) Pneumonia: A Multicenter Study
- (2020) Wei Zhao et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Coronavirus Disease 2019 (COVID-19): Role of Chest CT in Diagnosis and Management
- (2020) Yan Li et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- CT Features of Coronavirus Disease 2019 (COVID-19) Pneumonia in 62 Patients in Wuhan, China
- (2020) Shuchang Zhou et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- CT Imaging and Differential Diagnosis of COVID-19
- (2020) Wei-cai Dai et al. CANADIAN ASSOCIATION OF RADIOLOGISTS JOURNAL-JOURNAL DE L ASSOCIATION CANADIENNE DES RADIOLOGISTES
- 18F-FDG PET/CT findings of COVID-19: a series of four highly suspected cases
- (2020) Chunxia Qin et al. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
- Imaging and clinical features of patients with 2019 novel coronavirus SARS-CoV-2
- (2020) Xi Xu et al. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
- Outbreak of novel coronavirus (COVID-19): What is the role of radiologists?
- (2020) Hyungjin Kim EUROPEAN RADIOLOGY
- Initial CT findings and temporal changes in patients with the novel coronavirus pneumonia (2019-nCoV): a study of 63 patients in Wuhan, China
- (2020) Yueying Pan et al. EUROPEAN RADIOLOGY
- Clinical and High-Resolution CT Features of the COVID-19 Infection
- (2020) Ying Xiong et al. INVESTIGATIVE RADIOLOGY
- Chest CT Findings in Patients with Corona Virus Disease 2019 and its Relationship with Clinical Features
- (2020) Jiong Wu et al. INVESTIGATIVE RADIOLOGY
- The Clinical and Chest CT Features Associated with Severe and Critical COVID-19 Pneumonia
- (2020) Kunhua Li et al. INVESTIGATIVE RADIOLOGY
- Clinical and computed tomographic imaging features of novel coronavirus pneumonia caused by SARS-CoV-2
- (2020) Yu-Huan Xu et al. JOURNAL OF INFECTION
- Clinical characteristics and imaging manifestations of the 2019 novel coronavirus disease (COVID-19):A multi-center study in Wenzhou city, Zhejiang, China
- (2020) Wenjie Yang et al. JOURNAL OF INFECTION
- COVID-19 pneumonia: what has CT taught us?
- (2020) Elaine Y P Lee et al. LANCET INFECTIOUS DISEASES
- Radiological findings from 81 patients with COVID-19 pneumonia in Wuhan, China: a descriptive study
- (2020) Heshui Shi et al. LANCET INFECTIOUS DISEASES
- Clinical and CT features in pediatric patients with COVID‐19 infection: Different points from adults
- (2020) Wei Xia et al. PEDIATRIC PULMONOLOGY
- Changes of CT findings in a 2019 novel coronavirus (2019-nCoV) pneumonia patient
- (2020) X Fang et al. QJM-AN INTERNATIONAL JOURNAL OF MEDICINE
- Evolution of CT Manifestations in a Patient Recovered from 2019 Novel Coronavirus (2019-nCoV) Pneumonia in Wuhan, China
- (2020) Heshui Shi et al. RADIOLOGY
- Chest CT Findings in 2019 Novel Coronavirus (2019-nCoV) Infections from Wuhan, China: Key Points for the Radiologist
- (2020) Jeffrey P. Kanne RADIOLOGY
- CT Manifestations of Two Cases of 2019 Novel Coronavirus (2019-nCoV) Pneumonia
- (2020) Yicheng Fang et al. RADIOLOGY
- FDG PET/CT of COVID-19
- (2020) Sijuan Zou et al. RADIOLOGY
- Patients with RT-PCR Confirmed COVID-19 and Normal Chest CT
- (2020) Wenjie Yang et al. RADIOLOGY
- Chest CT Findings in Coronavirus Disease-19 (COVID-19): Relationship to Duration of Infection
- (2020) Adam Bernheim et al. RADIOLOGY
- Chest CT for Typical 2019-nCoV Pneumonia: Relationship to Negative RT-PCR Testing
- (2020) Xingzhi Xie et al. RADIOLOGY
- Pre- and Posttreatment Chest CT Findings: 2019 Novel Coronavirus (2019-nCoV) Pneumonia
- (2020) Ya-ni Duan et al. RADIOLOGY
- Sensitivity of Chest CT for COVID-19: Comparison to RT-PCR
- (2020) Yicheng Fang et al. RADIOLOGY
- Time Course of Lung Changes On Chest CT During Recovery From 2019 Novel Coronavirus (COVID-19) Pneumonia
- (2020) Feng Pan et al. RADIOLOGY
- Correlation of Chest CT and RT-PCR Testing in Coronavirus Disease 2019 (COVID-19) in China: A Report of 1014 Cases
- (2020) Tao Ai et al. RADIOLOGY
- CT Imaging Features of 2019 Novel Coronavirus (2019-nCoV)
- (2020) Michael Chung et al. RADIOLOGY
- CT Imaging of the 2019 Novel Coronavirus (2019-nCoV) Pneumonia
- (2020) Junqiang Lei et al. RADIOLOGY
- CT imaging of two cases of one family cluster 2019 novel coronavirus (2019-nCoV) pneumonia: inconsistency between clinical symptoms amelioration and imaging sign progression
- (2020) Xiaofei Hu et al. Quantitative Imaging in Medicine and Surgery
- The role of CT for Covid-19 patient’s management remains poorly defined
- (2020) Yi Xiang J. Wang et al. Annals of Translational Medicine
- Ultrasound on the Frontlines of COVID‐19: Report from an International Webinar
- (2020) Rachel B. Liu et al. ACADEMIC EMERGENCY MEDICINE
- CT Manifestation of COVID-19 Pneumonia; Role of Multiplanar Imaging
- (2020) S.P. Ostad et al. ACADEMIC RADIOLOGY
- Coronavirus Disease (COVID-19): Spectrum of CT Findings and Temporal Progression of the Disease
- (2020) Mingzhi Li et al. ACADEMIC RADIOLOGY
- Imaging Features of Coronavirus disease 2019 (COVID-19): Evaluation on Thin-Section CT
- (2020) Chun Shuang Guan et al. ACADEMIC RADIOLOGY
- Predictors for imaging progression on chest CT from coronavirus disease 2019 (COVID-19) patients
- (2020) Zongguo Yang et al. Aging-US
- Chest CT in patients suspected of COVID-19 infection: A reliable alternative for RT-PCR
- (2020) Hadi Majidi et al. AMERICAN JOURNAL OF EMERGENCY MEDICINE
- Clinical Features and Chest CT Manifestations of Coronavirus Disease (COVID-19)
- (2020) Rujittika Mungmungpuntipantip et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Can Chest CT Features Distinguish Patients With Negative From Those With Positive Initial RT-PCR Results for Coronavirus Disease (COVID-19)?
- (2020) Dandan Chen et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Chest CT Findings and Clinical Conditions of Coronavirus Disease (COVID-19)
- (2020) Beuy Joob et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- CT Is Not a Screening Tool for Coronavirus Disease (COVID-19) Pneumonia
- (2020) Sukru Mehmet Erturk AMERICAN JOURNAL OF ROENTGENOLOGY
- Unexpected Findings of Coronavirus Disease (COVID-19) at the Lung Bases on Abdominopelvic CT
- (2020) Bari Dane et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- CT Findings of Coronavirus Disease (COVID-19) Severe Pneumonia
- (2020) Wanhua Guan et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Clinical Features and Chest CT Manifestations of Coronavirus Disease 2019 (COVID-19) in a Single-Center Study in Shanghai, China
- (2020) Zenghui Cheng et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Vascular Changes Detected With Thoracic CT in Coronavirus Disease (COVID-19) Might Be Significant Determinants for Accurate Diagnosis and Optimal Patient Management
- (2020) Salah D. Qanadli et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Early Clinical and CT Manifestations of Coronavirus Disease 2019 (COVID-19) Pneumonia
- (2020) Rui Han et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Coronavirus Disease 2019 (COVID-19): A Systematic Review of Imaging Findings in 919 Patients
- (2020) Sana Salehi et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Point-of-Care Lung Ultrasound Findings in Patients with Novel Coronavirus Disease (COVID-19) Pneumonia
- (2020) Kosuke Yasukawa et al. AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE
- Dynamic Chest CT Evaluation in Three Cases of 2019 Novel Coronavirus Pneumonia
- (2020) Xing Chen et al. Archives of Iranian Medicine
- The Role of Emergency Radiology in COVID-19: From Preparedness to Diagnosis
- (2020) Muhammad Umer Nasir et al. CANADIAN ASSOCIATION OF RADIOLOGISTS JOURNAL-JOURNAL DE L ASSOCIATION CANADIENNE DES RADIOLOGISTES
- Chest CT imaging of an early Canadian case of COVID-19 in a 28-year-old man
- (2020) Navneet Singh et al. CANADIAN MEDICAL ASSOCIATION JOURNAL
- The Role of Chest Imaging in Patient Management During the COVID-19 Pandemic
- (2020) Geoffrey D. Rubin et al. CHEST
- Novel Coronavirus Disease 2019 (COVID-19) Pneumonia Progression Course in 17 Discharged Patients: Comparison of Clinical and Thin-Section Computed Tomography Features During Recovery
- (2020) Xiaoyu Han et al. CLINICAL INFECTIOUS DISEASES
- Incidental CT Findings Suspicious for Covid-19 Associated Pneumonia on Nuclear Medicine Exams
- (2020) Mark Tulchinsky et al. CLINICAL NUCLEAR MEDICINE
- Imaging manifestations and diagnostic value of chest CT of coronavirus disease 2019 (COVID-19) in the Xiaogan area
- (2020) K. Wang et al. CLINICAL RADIOLOGY
- A British Society of Thoracic Imaging statement: considerations in designing local imaging diagnostic algorithms for the COVID-19 pandemic
- (2020) A. Nair et al. CLINICAL RADIOLOGY
- An update on COVID-19 for the radiologist - A British society of Thoracic Imaging statement
- (2020) J.C.L. Rodrigues et al. CLINICAL RADIOLOGY
- Diagnostic Value of Chest CT in Coronavirus Disease 2019 (COVID-19)
- (2020) Zhonghua Sun Current Medical Imaging Reviews
- Radiologic chest CT findings from COVID‐19 in Orleans Parish, Louisiana
- (2020) Raman Danrad et al. ECHOCARDIOGRAPHY-A JOURNAL OF CARDIOVASCULAR ULTRASOUND AND ALLIED TECHNIQUES
- Our Italian experience using lung ultrasound for identification, grading and serial follow‐up of severity of lung involvement for management of patients with COVID‐19
- (2020) Luigi Vetrugno et al. ECHOCARDIOGRAPHY-A JOURNAL OF CARDIOVASCULAR ULTRASOUND AND ALLIED TECHNIQUES
- 18F-FDG PET/CT and COVID-19
- (2020) Beuy Joob et al. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
- PET imaging of COVID-19: the target and the number
- (2020) E. Guedj et al. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
- The indispensable role of chest CT in the detection of coronavirus disease 2019 (COVID-19)
- (2020) Jing Liu et al. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
- The potential added value of FDG PET/CT for COVID-19 pneumonia
- (2020) Yan Deng et al. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
- Diagnosis of the Coronavirus disease (COVID-19): rRT-PCR or CT?
- (2020) Chunqin Long et al. EUROPEAN JOURNAL OF RADIOLOGY
- Asymptomatic SARS-CoV-2 infected patients with persistent negative CT findings
- (2020) Zhoukun Ling et al. EUROPEAN JOURNAL OF RADIOLOGY
- CT manifestations of coronavirus disease-2019: A retrospective analysis of 73 cases by disease severity
- (2020) Kai-Cai Liu et al. EUROPEAN JOURNAL OF RADIOLOGY
- Imaging features and evolution on CT in 100 COVID-19 pneumonia patients in Wuhan, China
- (2020) Shuchang Zhou et al. EUROPEAN RADIOLOGY
- Interpretation of CT signs of 2019 novel coronavirus (COVID-19) pneumonia
- (2020) Jing Wu et al. EUROPEAN RADIOLOGY
- COVID-19 patients and the radiology department – advice from the European Society of Radiology (ESR) and the European Society of Thoracic Imaging (ESTI)
- (2020) Marie-Pierre Revel et al. EUROPEAN RADIOLOGY
- Characteristic CT findings distinguishing 2019 novel coronavirus disease (COVID-19) from influenza pneumonia
- (2020) Hao Wang et al. EUROPEAN RADIOLOGY
- CT features of SARS-CoV-2 pneumonia according to clinical presentation: a retrospective analysis of 120 consecutive patients from Wuhan city
- (2020) Rui Zhang et al. EUROPEAN RADIOLOGY
- Evolution of CT findings in patients with mild COVID-19 pneumonia
- (2020) Ting Liang et al. EUROPEAN RADIOLOGY
- The role of imaging in 2019 novel coronavirus pneumonia (COVID-19)
- (2020) Wenjing Yang et al. EUROPEAN RADIOLOGY
- A diagnostic model for coronavirus disease 2019 (COVID-19) based on radiological semantic and clinical features: a multi-center study
- (2020) Xiaofeng Chen et al. EUROPEAN RADIOLOGY
- Recommendation of low-dose CT in the detection and management of COVID-2019
- (2020) Zhen Kang et al. EUROPEAN RADIOLOGY
- Clinical and radiological changes of hospitalised patients with COVID-19 pneumonia from disease onset to acute exacerbation: a multicentre paired cohort study
- (2020) Jiayi Liu et al. EUROPEAN RADIOLOGY
- Comparison of chest CT findings between COVID-19 pneumonia and other types of viral pneumonia: a two-center retrospective study
- (2020) Xiao Li et al. EUROPEAN RADIOLOGY
- COVID-19 pneumonia: CT findings of 122 patients and differentiation from influenza pneumonia
- (2020) Mengqi Liu et al. EUROPEAN RADIOLOGY
- Mobile X-rays are highly valuable for critically ill COVID patients
- (2020) Gang Wu et al. EUROPEAN RADIOLOGY
- CT image visual quantitative evaluation and clinical classification of coronavirus disease (COVID-19)
- (2020) Kunwei Li et al. EUROPEAN RADIOLOGY
- Chest CT for detecting COVID-19: a systematic review and meta-analysis of diagnostic accuracy
- (2020) Buyun Xu et al. EUROPEAN RADIOLOGY
- CT features of novel coronavirus pneumonia (COVID-19) in children
- (2020) Ya-ni Duan et al. EUROPEAN RADIOLOGY
- Chest computed tomography findings of coronavirus disease 2019 (COVID-19) pneumonia
- (2020) Fangfang Fu et al. EUROPEAN RADIOLOGY
- Any unique image biomarkers associated with COVID-19?
- (2020) Jiantao Pu et al. EUROPEAN RADIOLOGY
- Coronavirus disease 2019: initial chest CT findings
- (2020) Zhiming Zhou et al. EUROPEAN RADIOLOGY
- Chest CT manifestations of new coronavirus disease 2019 (COVID-19): a pictorial review
- (2020) Zheng Ye et al. EUROPEAN RADIOLOGY
- Radiographic findings in 240 patients with COVID-19 pneumonia: time-dependence after the onset of symptoms
- (2020) Sergio Giuseppe Vancheri et al. EUROPEAN RADIOLOGY
- Clinical characteristics and chest CT imaging features of critically ill COVID-19 patients
- (2020) Nan Zhang et al. EUROPEAN RADIOLOGY
- CT in coronavirus disease 2019 (COVID-19): a systematic review of chest CT findings in 4410 adult patients
- (2020) Vineeta Ojha et al. EUROPEAN RADIOLOGY
- Clinical and CT features of early stage patients with COVID-19: a retrospective analysis of imported cases in Shanghai, China
- (2020) Shuyi Yang et al. EUROPEAN RESPIRATORY JOURNAL
- An update on CT chest findings in coronavirus disease-19 (COVID-19)
- (2020) Kamal Kant Sahu et al. HEART & LUNG
- Computed tomography (CT) scan challenges the result of SARS-CoV-2 nucleic acid test in a suspected COVID-19 case
- (2020) Kun Yan et al. INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY
- Findings of lung ultrasonography of novel corona virus pneumonia during the 2019–2020 epidemic
- (2020) Qian-Yi Peng et al. INTENSIVE CARE MEDICINE
- Radiological findings and clinical characteristics of pregnant women with COVID-19 pneumonia
- (2020) Xiaoqing Wu et al. INTERNATIONAL JOURNAL OF GYNECOLOGY & OBSTETRICS
- Epidemiological, clinical characteristics of cases of SARS-CoV-2 infection with abnormal imaging findings
- (2020) Xiaoli Zhang et al. INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES
- CT image of novel coronavirus pneumonia: a case report
- (2020) Xiangmin Zhang et al. JAPANESE JOURNAL OF RADIOLOGY
- Imaging characteristics of initial chest computed tomography and clinical manifestations of patients with COVID-19 pneumonia
- (2020) Na Fan et al. JAPANESE JOURNAL OF RADIOLOGY
- A case report of COVID-19 with false negative RT-PCR test: necessity of chest CT
- (2020) Hao Feng et al. JAPANESE JOURNAL OF RADIOLOGY
- Ultra-high-resolution computed tomography can demonstrate alveolar collapse in novel coronavirus (COVID-19) pneumonia
- (2020) Tae Iwasawa et al. JAPANESE JOURNAL OF RADIOLOGY
- Diagnostic performance of chest CT to differentiate COVID-19 pneumonia in non-high-epidemic area in Japan
- (2020) Yuki Himoto et al. JAPANESE JOURNAL OF RADIOLOGY
- Clinical and CT imaging features of 2019 novel coronavirus disease (COVID-19)
- (2020) Ying Zhu et al. JOURNAL OF INFECTION
- CT imaging and clinical course of asymptomatic cases with COVID-19 pneumonia at admission in Wuhan, China
- (2020) Heng Meng et al. JOURNAL OF INFECTION
- Clinical and CT imaging features of the COVID-19 pneumonia: Focus on pregnant women and children
- (2020) Huanhuan Liu et al. JOURNAL OF INFECTION
- CT imaging features of 4121 patients with COVID‐19: A meta‐analysis
- (2020) Jieyun Zhu et al. JOURNAL OF MEDICAL VIROLOGY
- Necessitating repeated chest CT in COVID-19 pneumonia
- (2020) Meng Li et al. JOURNAL OF THE FORMOSAN MEDICAL ASSOCIATION
- CT imaging of the COVID-19
- (2020) Feng-Yan Zhang et al. JOURNAL OF THE FORMOSAN MEDICAL ASSOCIATION
- Computed Tomography Manifestations of 5 Cases of the Novel Coronavirus Disease 2019 (COVID-19) Pneumonia From Patients Outside Wuhan
- (2020) Tao Lu et al. JOURNAL OF THORACIC IMAGING
- A Comparative Study of Chest Computed Tomography Features in Young and Older Adults With Corona Virus Disease (COVID-19)
- (2020) Tingting Zhu et al. JOURNAL OF THORACIC IMAGING
- CT imaging changes of corona virus disease 2019(COVID-19): a multi-center study in Southwest China
- (2020) Xiaoming Li et al. Journal of Translational Medicine
- Is There a Role for Lung Ultrasound During the COVID-19 Pandemic?
- (2020) Gino Soldati et al. JOURNAL OF ULTRASOUND IN MEDICINE
- Proposal for International Standardization of the Use of Lung Ultrasound for Patients With COVID-19
- (2020) Gino Soldati et al. JOURNAL OF ULTRASOUND IN MEDICINE
- Clinical and computed tomographic (CT) images characteristics in the patients with COVID-19 infection: What should radiologists need to know?
- (2020) Pinggui Lei et al. Journal of X-Ray Science and Technology
- CT screening for early diagnosis of SARS-CoV-2 infection
- (2020) Yongshun Huang et al. LANCET INFECTIOUS DISEASES
- Chest computed tomography in children with COVID-19 respiratory infection
- (2020) Wei Li et al. PEDIATRIC RADIOLOGY
- Association of radiologic findings with mortality of patients infected with 2019 novel coronavirus in Wuhan, China
- (2020) Mingli Yuan et al. PLoS One
- Proposal of a low-dose, long-pitch, dual-source chest CT protocol on third-generation dual-source CT using a tin filter for spectral shaping at 100 kVp for CoronaVirus Disease 2019 (COVID-19) patients: a feasibility study
- (2020) Andrea Agostini et al. Radiologia Medica
- AI Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Etiology on Chest CT
- (2020) Harrison X. Bai et al. RADIOLOGY
- COVID-19–associated Acute Hemorrhagic Necrotizing Encephalopathy: CT and MRI Features
- (2020) Neo Poyiadji et al. RADIOLOGY
- Temporal Changes of CT Findings in 90 Patients with COVID-19 Pneumonia: A Longitudinal Study
- (2020) Yuhui Wang et al. RADIOLOGY
- COVID-19 on the Chest Radiograph: A Multi-Reader Evaluation of an AI System
- (2020) Keelin Murphy et al. RADIOLOGY
- CT Scans Obtained for Nonpulmonary Indications: Associated Respiratory Findings of COVID-19
- (2020) Rydhwana Hossain et al. RADIOLOGY
- 3D CT of Novel Coronavirus (COVID-19) Pneumonia
- (2020) Furkan Ufuk RADIOLOGY
- Well-aerated Lung on Admitting Chest CT to Predict Adverse Outcome in COVID-19 Pneumonia
- (2020) Davide Colombi et al. RADIOLOGY
- Performance of radiologists in differentiating COVID-19 from viral pneumonia on chest CT
- (2020) Harrison X. Bai et al. RADIOLOGY
- Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT
- (2020) Lin Li et al. RADIOLOGY
- Chest CT Features of COVID-19 in Rome, Italy
- (2020) Damiano Caruso et al. RADIOLOGY
- Variable computed tomography appearances of COVID-19
- (2020) ZY Lim et al. SINGAPORE MEDICAL JOURNAL
- Benefits, Open questions and Challenges of the use of Ultrasound in the COVID-19 pandemic era. The views of a panel of worldwide international experts
- (2020) Fabio Piscaglia et al. ULTRASCHALL IN DER MEDIZIN
- A Clinical Study of Noninvasive Assessment of Lung Lesions in Patients with Coronavirus Disease-19 (COVID-19) by Bedside Ultrasound
- (2020) Wuzhu Lu et al. ULTRASCHALL IN DER MEDIZIN
- Clinical role of lung ultrasound for the diagnosis and monitoring of COVID ‐19 pneumonia in pregnant women
- (2020) D. Buonsenso et al. ULTRASOUND IN OBSTETRICS & GYNECOLOGY
- How to perform lung ultrasound in pregnant women with suspected COVID ‐19
- (2020) F. Moro et al. ULTRASOUND IN OBSTETRICS & GYNECOLOGY
- Lung ultrasound and computed tomographic findings in pregnant woman with COVID ‐19
- (2020) E. Kalafat et al. ULTRASOUND IN OBSTETRICS & GYNECOLOGY
- Clinical diagnostic value of CT imaging in COVID-19 with multiple negative RT-PCR testing
- (2020) Wendong Hao et al. Travel Medicine and Infectious Disease
- CT Manifestations of Novel Coronavirus Pneumonia: A Case Report
- (2020) Peng An et al. Balkan Medical Journal
- The role of CT in case ascertainment and management of COVID-19 pneumonia in the UK: insights from high-incidence regions
- (2020) Felix Chua et al. Lancet Respiratory Medicine
- COVID-19 pneumonia: A review of typical CT findings and differential diagnosis
- (2020) C. Hani et al. Diagnostic and Interventional Imaging
- CT imaging of one extended family cluster of corona virus disease 2019 (COVID-19) including adolescent patients and “silent infection”
- (2020) Rui Xu et al. Quantitative Imaging in Medicine and Surgery
- CT imaging of coronavirus disease 2019 (COVID-19): from the qualitative to quantitative
- (2020) Xiaolong Qi et al. Annals of Translational Medicine
- Lung Ultrasound Findings in Patients With Coronavirus Disease (COVID-19)
- (2020) Yao Zhang et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- CT Manifestations of Coronavirus Disease (COVID-19) Pneumonia and Influenza Virus Pneumonia: A Comparative Study
- (2020) Liaoyi Lin et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Atypical lung feature on chest CT in a lung adenocarcinoma cancer patient infected with COVID-19
- (2020) J. Qu et al. ANNALS OF ONCOLOGY
- An automated Residual Exemplar Local Binary Pattern and iterative ReliefF based COVID-19 detection method using chest X-ray image
- (2020) Turker Tuncer et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Asymptomatic novel coronavirus pneumonia patient outside Wuhan: The value of CT images in the course of the disease
- (2020) Chen Lin et al. CLINICAL IMAGING
- Portable chest X-ray in coronavirus disease-19 (COVID-19): A pictorial review
- (2020) Adam Jacobi et al. CLINICAL IMAGING
- Planning and coordination of the radiological response to the coronavirus disease 2019 (COVID-19) pandemic: the Singapore experience
- (2020) I.Y.Y. Tsou et al. CLINICAL RADIOLOGY
- COVID-19 detection using deep learning models to exploit Social Mimic Optimization and structured chest X-ray images using fuzzy color and stacking approaches
- (2020) Mesut Toğaçar et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks
- (2020) Ali Abbasian Ardakani et al. COMPUTERS IN BIOLOGY AND MEDICINE
- CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature optimization
- (2020) Tanvir Mahmud et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Automated detection of COVID-19 cases using deep neural networks with X-ray images
- (2020) Tulin Ozturk et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Early chest CT features of patients with 2019 novel coronavirus (COVID-19) pneumonia: relationship to diagnosis and prognosis
- (2020) Hui Juan Chen et al. EUROPEAN RADIOLOGY
- From community-acquired pneumonia to COVID-19: a deep learning–based method for quantitative analysis of COVID-19 on thick-section CT scans
- (2020) Zhang Li et al. EUROPEAN RADIOLOGY
- Cohort study of chest CT and clinical changes in 29 patients with coronavirus disease 2019 (COVID-19)
- (2020) Yongxia Zhou et al. EUROPEAN RADIOLOGY
- Comparison of the computed tomography findings in COVID-19 and other viral pneumonia in immunocompetent adults: a systematic review and meta-analysis
- (2020) Stephan Altmayer et al. EUROPEAN RADIOLOGY
- Accuracy of CT in a cohort of symptomatic patients with suspected COVID-19 pneumonia during the outbreak peak in Italy
- (2020) Giulia Besutti et al. EUROPEAN RADIOLOGY
- Identification of common and severe COVID-19: the value of CT texture analysis and correlation with clinical characteristics
- (2020) Wei Wei et al. EUROPEAN RADIOLOGY
- A deep learning approach to characterize 2019 coronavirus disease (COVID-19) pneumonia in chest CT images
- (2020) Qianqian Ni et al. EUROPEAN RADIOLOGY
- Association of “initial CT” findings with mortality in older patients with coronavirus disease 2019 (COVID-19)
- (2020) Yan Li et al. EUROPEAN RADIOLOGY
- A Weakly-Supervised Framework for COVID-19 Classification and Lesion Localization From Chest CT
- (2020) Xinggang Wang et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets
- (2020) Yujin Oh et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Chest X-ray severity index as a predictor of in-hospital mortality in coronavirus disease 2019: A study of 302 patients from Italy
- (2020) Andrea Borghesi et al. INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES
- High-resolution Chest CT Features and Clinical Characteristics of Patients Infected with COVID-19 in Jiangsu, China
- (2020) Hui Dai et al. INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES
- The progression of computed tomographic (CT) images in patients with coronavirus disease (COVID-19) pneumonia
- (2020) Pinggui Lei et al. JOURNAL OF INFECTION
- The evolution of CT characteristics in the patients with COVID-19 pneumonia
- (2020) Pinggui Lei et al. JOURNAL OF INFECTION
- Rapid Detection of Asymptomatic Coronavirus Disease 2019 by Computed Tomography Image Guidance for Stereotactic Ablative Radiotherapy
- (2020) Gwendolyn J. McGinnis et al. Journal of Thoracic Oncology
- 18F-Fluorodeoxyglucose Uptake in Patient With Asymptomatic Severe Acute Respiratory Syndrome Coronavirus 2 (Coronavirus Disease 2019) Referred to Positron Emission Tomography/Computed Tomography for NSCLC Restaging
- (2020) Giulia Polverari et al. Journal of Thoracic Oncology
- New machine learning method for image-based diagnosis of COVID-19
- (2020) Mohamed Abd Elaziz et al. PLoS One
- Chest X-ray in new Coronavirus Disease 2019 (COVID-19) infection: findings and correlation with clinical outcome
- (2020) Diletta Cozzi et al. Radiologia Medica
- Frequency and Distribution of Chest Radiographic Findings in Patients Positive for COVID-19
- (2020) Ho Yuen Frank Wong et al. RADIOLOGY
- Pulmonary embolism in patients with COVID-19: Time to change the paradigm of computed tomography
- (2020) D.C. Rotzinger et al. THROMBOSIS RESEARCH
- Why, when, and how to use lung ultrasound during the COVID-19 pandemic: enthusiasm and caution
- (2020) Luna Gargani et al. European Heart Journal-Cardiovascular Imaging
- Coronavirus Disease 2019 (COVID-19) CT Findings: A Systematic Review and Meta-analysis
- (2020) Cuiping Bao et al. Journal of the American College of Radiology
- Lung ultrasound in the diagnosis of COVID-19 infection - A case series and review of the literature
- (2020) Natalia Buda et al. Advances in Medical Sciences
- Chest CT and Coronavirus Disease (COVID-19): A Critical Review of the Literature to Date
- (2020) Constantine A. Raptis et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- COVID-19 open source data sets: a comprehensive survey
- (2020) Junaid Shuja et al. APPLIED INTELLIGENCE
- Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network
- (2020) Asmaa Abbas et al. APPLIED INTELLIGENCE
- COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios
- (2020) Rodolfo M. Pereira et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Chest X-ray for predicting mortality and the need for ventilatory support in COVID-19 patients presenting to the emergency department
- (2020) Maurizio Balbi et al. EUROPEAN RADIOLOGY
- Lung ultrasound predicts clinical course and outcomes in COVID-19 patients
- (2020) Yael Lichter et al. INTENSIVE CARE MEDICINE
- COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images
- (2020) Parnian Afshar et al. PATTERN RECOGNITION LETTERS
- Severity assessment of COVID-19 using CT image features and laboratory indices
- (2020) Zhenyu Tang et al. PHYSICS IN MEDICINE AND BIOLOGY
- Baseline chest X-ray in coronavirus disease 19 (COVID-19) patients: association with clinical and laboratory data
- (2020) Marco Gatti et al. Radiologia Medica
- Diagnosis of COVID-19 Pneumonia Using Chest Radiography: Value of Artificial Intelligence
- (2020) Ran Zhang et al. RADIOLOGY
- Chest x-ray findings and temporal lung changes in patients with COVID-19 pneumonia
- (2020) Liqa A. Rousan et al. BMC Pulmonary Medicine
- Unveiling COVID-19 from CHEST X-Ray with Deep Learning: A Hurdles Race with Small Data
- (2020) Enzo Tartaglione et al. International Journal of Environmental Research and Public Health
- DeepCOVID-XR: An Artificial Intelligence Algorithm to Detect COVID-19 on Chest Radiographs Trained and Tested on a Large US Clinical Dataset
- (2020) Ramsey M. Wehbe et al. RADIOLOGY
- Correlation of chest radiography findings with the severity and progression of COVID-19 pneumonia
- (2020) Anas S. Al-Smadi et al. CLINICAL IMAGING
- Lightweight deep learning models for detecting COVID-19 from chest X-ray images
- (2020) Stefanos Karakanis et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Recent advances in convolutional neural networks
- (2018) Jiuxiang Gu et al. PATTERN RECOGNITION
- A survey on deep learning in medical image analysis
- (2017) Geert Litjens et al. MEDICAL IMAGE ANALYSIS
- Handcrafted vs. non-handcrafted features for computer vision classification
- (2017) Loris Nanni et al. PATTERN RECOGNITION
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started