Cargando…

Abnormality detection and intelligent severity assessment of human chest computed tomography scans using deep learning: a case study on SARS-COV-2 assessment

Different respiratory infections cause abnormal symptoms in lung parenchyma that show in chest computed tomography. Since December 2019, the SARS-COV-2 virus, which is the causative agent of COVID-19, has invaded the world causing high numbers of infections and deaths. The infection with SARS-COV-2...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ibrahim, Mohamed Ramzy, Youssef, Sherin M., Fathalla, Karma M.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer Berlin Heidelberg 2021
Materias:	Original Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8147594/ https://www.ncbi.nlm.nih.gov/pubmed/34055098 http://dx.doi.org/10.1007/s12652-021-03282-x

Ejemplares similares

Comparative study of lung ultrasound and chest computed tomography scan in the assessment of severity of confirmed COVID-19 pneumonia
por: Zieleskiewicz, Laurent, et al.
Publicado: (2020)

Management of computed tomography scan detected hemothorax in blunt chest trauma: What computed tomography scan measurements say?
por: Malekpour, Mahdi, et al.
Publicado: (2018)

Dual-source computed tomography protocols for the pediatric chest — scan optimization techniques
por: Rapp, Jordan B., et al.
Publicado: (2022)

Coronary artery calcification on chest computed tomography scan – Anaesthetic implications
por: Parab, Swapnil Y, et al.
Publicado: (2019)

Impact of chest computed tomography scan on the management of patients with chronic cough
por: Descazeaux, Mathilde, et al.
Publicado: (2021)

Assessment of Patellar Morphology in Trochlear Dysplasia on Computed Tomography Scans
por: Li, Ming, et al.
Publicado: (2021)

Validation of Deep-Learning Image Reconstruction for Low-Dose Chest Computed Tomography Scan: Emphasis on Image Quality and Noise
por: Kim, Joo Hee, et al.
Publicado: (2021)

Current Practice in the Management of Pulmonary Nodules Detected on Computed Tomography Chest Scans
por: Leung, Clarus, et al.
Publicado: (2019)

Domain-Adaptive Artificial Intelligence-Based Model for Personalized Diagnosis of Trivial Lesions Related to COVID-19 in Chest Computed Tomography Scans
por: Owais, Muhammad, et al.
Publicado: (2021)

Differences among COVID-19, Bronchopneumonia and Atypical Pneumonia in Chest High Resolution Computed Tomography Assessed by Artificial Intelligence Technology
por: Chrzan, Robert, et al.
Publicado: (2021)

Sigmoid Volvulus in Pregnancy Assessed by Contrast-Enhanced Computed Tomography Scanning
por: Watanabe, Toshiaki, et al.
Publicado: (2021)

Business intelligence applied to the consumption of iodinated contrast agents in computed tomography scans
por: Andrade, José Rodrigo M., et al.
Publicado: (2022)

Hepatopulmonary syndrome has low prevalence of pulmonary vascular abnormalities on chest computed tomography
por: Folador, Luciano, et al.
Publicado: (2019)

Value of chest computed tomography scan in diagnosis of COVID-19; a systematic review and meta-analysis
por: Hossein, Hasti, et al.
Publicado: (2020)

Using Artificial Intelligence to Predict Cirrhosis From Computed Tomography Scans
por: Mazumder, Nikhilesh R., et al.
Publicado: (2023)

Birt-Hogg-Dube syndrome prospectively detected by review of chest computed tomography scans
por: Park, Hye Jung, et al.
Publicado: (2017)

COVID-19 and MERS: Are their Chest X-ray and Computed Tomography Scanning Signs Related?
por: Ghaderian, Mohammad, et al.
Publicado: (2021)

Predicting the aggravation of coronavirus disease-19 pneumonia using chest computed tomography scans
por: Yamasaki, Yukitaka, et al.
Publicado: (2022)

Automatic segmentation of deep intracerebral electrodes in computed tomography scans
por: Arnulfo, Gabriele, et al.
Publicado: (2015)

Coronary Computed Tomography Angiography in the Assessment of Acute Chest Pain in the Emergency Room
por: dos Prazeres, Carlos Eduardo Elias, et al.
Publicado: (2013)

Automated Lung Segmentation on Chest Computed Tomography Images with Extensive Lung Parenchymal Abnormalities Using a Deep Neural Network
por: Yoo, Seung-Jin, et al.
Publicado: (2021)

How scan parameter choice affects deep learning-based coronary artery disease assessment from computed tomography
por: Denzinger, Felix, et al.
Publicado: (2023)

Airway–artery quantitative assessment on chest computed tomography in paediatric primary ciliary dyskinesia
por: Ferraro, Valentina, et al.
Publicado: (2020)

Intra and Interobserver Reliability and Agreement of Semiquantitative Vertebral Fracture Assessment on Chest Computed Tomography
por: Buckens, Constantinus F., et al.
Publicado: (2013)

Multidetector Computed Tomography for the Assessment of Adnexal Mass: Is Unenhanced CT Scan Necessary?
por: Jung, Sung Il, et al.
Publicado: (2014)

To assess vascular calcification in the patients of hypoparathyroidism using multidetector computed tomography scan
por: Agarwal, Pooja, et al.
Publicado: (2015)

Sensitivity and specificity of chest computed tomography scan based on RT-PCR in COVID-19 diagnosis
por: Mirahmadizadeh, Alireza, et al.
Publicado: (2021)

Chest computed tomography scan as an initial diagnostic method for tuberculosis infection detected by mass screening
por: Joo, Dong-Hyun, et al.
Publicado: (2021)

Impact of COPD Exacerbations on Osteoporosis Assessed by Chest CT Scan
por: Kiyokawa, Hirofumi, et al.
Publicado: (2012)

The diagnostic utility of chest computed tomography scoring for the assessment of amiodarone-induced pulmonary toxicity
por: Kang, In Sook, et al.
Publicado: (2014)

Deep generative models for automated muscle segmentation in computed tomography scanning
por: Nishiyama, Daisuke, et al.
Publicado: (2021)

Computed tomography chest imaging offers no advantage over chest X-ray in the initial assessment of gestational trophoblastic neoplasia
por: Parker, Victoria L., et al.
Publicado: (2020)

Assessment of Behavior Abnormalities of Corticosteroids in Children with Nephrotic Syndrome
por: Youssef, Doaa Mohammed, et al.
Publicado: (2013)

COVLIAS 1.0: Lung Segmentation in COVID-19 Computed Tomography Scans Using Hybrid Deep Learning Artificial Intelligence Models
por: Suri, Jasjit S., et al.
Publicado: (2021)

Deep learning detection and quantification of pneumothorax in heterogeneous routine chest computed tomography
por: Röhrich, Sebastian, et al.
Publicado: (2020)

Improving Patient Flow in the Surgical Assessment Unit by Facilitating Access to Computer Tomography Scanning
por: Burgan, Amjad, et al.
Publicado: (2022)

An Artificial Intelligence Approach to the Assessment of Abnormal Lid Position
por: Thomas, Peter B. M., et al.
Publicado: (2020)

Assessment of the efficacy of reduced-radiation noncontrast computed tomography scan compared with the standard noncontrast computed tomography scan for detecting urolithiasis: A prospective single-center study
por: Aggarwal, Gaurav, et al.
Publicado: (2023)

Determining the Need for Computed Tomography Scan Following Blunt Chest Trauma through Machine Learning Approaches
por: Shahverdi Kondori, Mohsen, et al.
Publicado: (2021)

Detecting COVID-19 from chest computed tomography scans using AI-driven android application
por: Verma, Aryan, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_lfb6rup20l4k8d6r8c7tl7i955