4.7 Article

Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort

Related references

Note: Only part of the references are listed.
Article Radiology, Nuclear Medicine & Medical Imaging

Diagnostic accuracy and interobserver variability of CO-RADS in patients with suspected coronavirus disease-2019: a multireader validation study

Davide Bellini et al.

Summary: This study evaluated the diagnostic accuracy and interobserver consistency of CO-RADS score in lung involvement by COVID-19, showing moderate agreement among readers with different levels of expertise and accurate diagnostic performance.

EUROPEAN RADIOLOGY (2021)

Article Critical Care Medicine

Chest CT in COVID-19 at the ED: Validation of the COVID-19 Reporting and Data System (CO-RADS) and CT Severity Score A Prospective, Multicenter, Observational Study

Arthur W. E. Lieveld et al.

Summary: CT plays a key role in COVID-19 diagnostic workup, with the CO-RADS system showing high diagnostic accuracy. The CTSS is associated with hospital admission, ICU admission, and 30-day mortality, supporting its use in triage and management decisions for COVID-19 patients at the ED.

CHEST (2021)

Article Radiology, Nuclear Medicine & Medical Imaging

Chest CT Findings in Coronavirus Disease 2019 (COVID-19): Relationship to Duration of Infection

Adam Bernheim et al.

RADIOLOGY (2020)

Editorial Material Radiology, Nuclear Medicine & Medical Imaging

Essentials for Radiologists on COVID-19: An Update-Radiology Scientific Expert Panel

Jeffrey P. Kanne et al.

RADIOLOGY (2020)

Article Radiology, Nuclear Medicine & Medical Imaging

Sensitivity of Chest CT for COVID-19: Comparison to RT-PCR

Yicheng Fang et al.

RADIOLOGY (2020)

Article Radiology, Nuclear Medicine & Medical Imaging

CO-RADS: A Categorical CT Assessment Scheme for Patients Suspected of Having COVID-19 Definition and Evaluation

Mathias Prokop et al.

RADIOLOGY (2020)

Letter Radiology, Nuclear Medicine & Medical Imaging

Acute Pulmonary Embolism Associated with COVID-19 Pneumonia Detected with Pulmonary CT Angiography

Franck Grillet et al.

RADIOLOGY (2020)

Article Radiology, Nuclear Medicine & Medical Imaging

Performance of Radiologists in Differentiating COVID-19 from Non-COVID-19 Viral Pneumonia at Chest CT

Harrison X. Bai et al.

RADIOLOGY (2020)

Article Infectious Diseases

Classification of COVID-19 patients from chest CT images using multi-objective differential evolution-based convolutional neural networks

Dilbag Singh et al.

EUROPEAN JOURNAL OF CLINICAL MICROBIOLOGY & INFECTIOUS DISEASES (2020)

Article Multidisciplinary Sciences

Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets

Stephanie A. Harmon et al.

NATURE COMMUNICATIONS (2020)

Article Computer Science, Artificial Intelligence

Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT

Shikha Chaganti et al.

RADIOLOGY-ARTIFICIAL INTELLIGENCE (2020)

Article Statistics & Probability

Greedy function approximation: A gradient boosting machine

JH Friedman

ANNALS OF STATISTICS (2001)