Cargando…

COVIDiag: a clinical CAD system to diagnose COVID-19 pneumonia based on CT findings

OBJECTIVES: CT findings of COVID-19 look similar to other atypical and viral (non-COVID-19) pneumonia diseases. This study proposes a clinical computer-aided diagnosis (CAD) system using CT features to automatically discriminate COVID-19 from non-COVID-19 pneumonia patients. METHODS: Overall, 612 pa...

Descripción completa

Detalles Bibliográficos
Autores principales:	Abbasian Ardakani, Ali, Acharya, U. Rajendra, Habibollahi, Sina, Mohammadi, Afshin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer Berlin Heidelberg 2020
Materias:	Computed Tomography
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7395802/ https://www.ncbi.nlm.nih.gov/pubmed/32740817 http://dx.doi.org/10.1007/s00330-020-07087-y

Ejemplares similares

Cost-effectiveness of stress CTP versus CTA in detecting obstructive CAD or in-stent restenosis in stented patients
por: Kim, S. H., et al.
Publicado: (2020)

A deep learning approach to characterize 2019 coronavirus disease (COVID-19) pneumonia in chest CT images
por: Ni, Qianqian, et al.
Publicado: (2020)

Diagnostic reference levels and median doses for common clinical indications of CT: findings from an international registry
por: Bos, Denise, et al.
Publicado: (2021)

Comparison of the computed tomography findings in COVID-19 and other viral pneumonia in immunocompetent adults: a systematic review and meta-analysis
por: Altmayer, Stephan, et al.
Publicado: (2020)

Robustness of CT radiomics features: consistency within and between single-energy CT and dual-energy CT
por: Chen, Yong, et al.
Publicado: (2022)

Two-dimensional CT measurements enable assessment of body composition on head and neck CT
por: Zopfs, David, et al.
Publicado: (2022)

Interleaving cerebral CT perfusion with neck CT angiography. Part II: clinical implementation and image quality
por: Oei, Marcel T. H., et al.
Publicado: (2016)

Assessment of thoracic disk herniation by using virtual noncalcium dual-energy CT in comparison with standard grayscale CT
por: Koch, Vitali, et al.
Publicado: (2021)

Image quality evaluation of dual-layer spectral CT in comparison to single-layer CT in a reduced-dose setting
por: Do, Thuy Duong, et al.
Publicado: (2020)

Visualization of bone details in a novel photon-counting dual-source CT scanner—comparison with energy-integrating CT
por: Bette, Stefanie J., et al.
Publicado: (2021)

Dual-source CT for chest pain assessment
por: Johnson, Thorsten R. C., et al.
Publicado: (2007)

Head CT: Image quality improvement of posterior fossa and radiation dose reduction with ASiR - comparative studies of CT head examinations
por: Guziński, Maciej, et al.
Publicado: (2016)

Physical evaluation of an ultra-high-resolution CT scanner
por: Oostveen, Luuk J., et al.
Publicado: (2020)

Comparing dual energy CT and subtraction CT on a phantom: which one provides the best contrast in iodine maps for sub-centimetre details?
por: Baerends, Evelinda, et al.
Publicado: (2018)

Subjective and objective comparisons of image quality between ultra-high-resolution CT and conventional area detector CT in phantoms and cadaveric human lungs
por: Yanagawa, Masahiro, et al.
Publicado: (2018)

Threshold-dependent iodine imaging and spectral separation in a whole-body photon-counting CT system
por: Sawall, S., et al.
Publicado: (2021)

Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks
por: Ardakani, Ali Abbasian, et al.
Publicado: (2020)

Risk stratification in GIST: shape quantification with CT is a predictive factor
por: Wei, Sheng-cai, et al.
Publicado: (2020)

CT-guided percutaneous drainage of abdominopelvic collections: a pictorial essay
por: De Filippo, Massimo, et al.
Publicado: (2021)

High correlation between CT and clinical data in COVID‐19 progression
por: D'Angelo, Tommaso, et al.
Publicado: (2022)

Metal artifacts and artifact reduction of neurovascular coils in photon-counting detector CT versus energy-integrating detector CT — in vitro comparison of a standard brain imaging protocol
por: Schmitt, Niclas, et al.
Publicado: (2022)

Myeloma bone disease imaging on a 1st-generation clinical photon-counting detector CT vs. 2nd-generation dual-source dual-energy CT
por: Winkelmann, Moritz T., et al.
Publicado: (2022)

Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network
por: Shiri, Isaac, et al.
Publicado: (2020)

Reversible cerebral vasoconstriction syndrome: review of neuroimaging findings
por: Perillo, Teresa, et al.
Publicado: (2022)

Imaging of pulmonary perfusion using subtraction CT angiography is feasible in clinical practice
por: Grob, Dagmar, et al.
Publicado: (2018)

The evolution of image reconstruction for CT—from filtered back projection to artificial intelligence
por: Willemink, Martin J., et al.
Publicado: (2018)

Evaluation of an organ-based tube current modulation tool in pediatric CT examinations
por: Papadakis, Antonios E., et al.
Publicado: (2020)

The presence of contrast agent increases organ radiation dose in contrast-enhanced CT
por: Mazloumi, Mahta, et al.
Publicado: (2021)

CT perfusion in peripheral arterial disease—hemodynamic differences before and after revascularisation
por: Veit-Haibach, Patrick, et al.
Publicado: (2021)

Feasibility of spectral shaping for detection and quantification of coronary calcifications in ultra-low dose CT
por: Vonder, Marleen, et al.
Publicado: (2016)

Chest CT practice and protocols for COVID-19 from radiation dose management perspective
por: Kalra, Mannudeep K., et al.
Publicado: (2020)

Carotid near-occlusion is often overlooked when CT angiography is assessed in routine practice
por: Johansson, Elias, et al.
Publicado: (2020)

Valid and reliable diagnostic performance of dual-energy CT in anterior cruciate ligament rupture
por: Liu, Di, et al.
Publicado: (2023)

A fully automatic artificial intelligence–based CT image analysis system for accurate detection, diagnosis, and quantitative severity evaluation of pulmonary tuberculosis
por: Yan, Chenggong, et al.
Publicado: (2021)

Burden of waiting for surveillance CT colonography in patients with screen-detected 6–9 mm polyps
por: Tutein Nolthenius, Charlotte J., et al.
Publicado: (2016)

Assessment of image quality in abdominal CT: potential dose reduction with model-based iterative reconstruction
por: Kataria, Bharti, et al.
Publicado: (2018)

Adaptive statistical iterative reconstruction (ASIR) affects CT radiomics quantification in primary colorectal cancer
por: Prezzi, Davide, et al.
Publicado: (2019)

Automated 3D segmentation and diameter measurement of the thoracic aorta on non-contrast enhanced CT
por: Sedghi Gamechi, Zahra, et al.
Publicado: (2019)

Chest CT for detecting COVID-19: a systematic review and meta-analysis of diagnostic accuracy
por: Xu, Buyun, et al.
Publicado: (2020)

Coronary artery assessment in Kawasaki disease with dual-source CT angiography to uncover vascular pathology
por: van Stijn, D., et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_1ro6vfq08hvmhr6siqgrkr0tkj