Cargando…

Rapid identification of COVID-19 severity in CT scans through classification of deep features

BACKGROUND: Chest CT is used for the assessment of the severity of patients infected with novel coronavirus 2019 (COVID-19). We collected chest CT scans of 202 patients diagnosed with the COVID-19, and try to develop a rapid, accurate and automatic tool for severity screening follow-up therapeutic t...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yu, Zekuan, Li, Xiaohu, Sun, Haitao, Wang, Jian, Zhao, Tongtong, Chen, Hongyi, Ma, Yichuan, Zhu, Shujin, Xie, Zongyu
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2020
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7422684/ https://www.ncbi.nlm.nih.gov/pubmed/32787937 http://dx.doi.org/10.1186/s12938-020-00807-x

Ejemplares similares

A novel CT-based radiomics in the distinction of severity of coronavirus disease 2019 (COVID-19) pneumonia
por: Xie, Zongyu, et al.
Publicado: (2021)

Classification of Covid-19 Coronavirus, Pneumonia and Healthy Lungs in CT Scans Using Q-Deformed Entropy and Deep Learning Features
por: Hasan, Ali M., et al.
Publicado: (2020)

CT Scanning in Identification of Sheep Cystic Echinococcosis
por: Mao, Rui, et al.
Publicado: (2017)

A classification of pulmonary nodules by CT scan
por: Bellomi, M
Publicado: (2012)

Deep transfer learning based classification model for covid-19 using chest CT-scans
por: LAHSAINI, Ilyas, et al.
Publicado: (2021)

Deep learning models-based CT-scan image classification for automated screening of COVID-19
por: Gupta, Kapil, et al.
Publicado: (2023)

CT scan pancreatic cancer segmentation and classification using deep learning and the tunicate swarm algorithm
por: Gandikota, Hari Prasad, et al.
Publicado: (2023)

An approach to the classification of COVID-19 based on CT scans using convolutional features and genetic algorithms
por: Carvalho, Edson D., et al.
Publicado: (2021)

A deep learning algorithm for automatic detection and classification of acute intracranial hemorrhages in head CT scans
por: Wang, Xiyue, et al.
Publicado: (2021)

Kidney Tumor Detection and Classification Based on Deep Learning Approaches: A New Dataset in CT Scans
por: Alzu'bi, Dalia, et al.
Publicado: (2022)

Automated Classification of Lung Cancer Subtypes Using Deep Learning and CT-Scan Based Radiomic Analysis
por: Dunn, Bryce, et al.
Publicado: (2023)

Rapid assessment of breast tumor margins using deep ultraviolet fluorescence scanning microscopy
por: Lu, Tongtong, et al.
Publicado: (2020)

Deep learning-based important weights-only transfer learning approach for COVID-19 CT-scan classification
por: Choudhary, Tejalal, et al.
Publicado: (2022)

Deep Learning-Based Classification of Chest Diseases Using X-rays, CT Scans, and Cough Sound Images
por: Malik, Hassaan, et al.
Publicado: (2023)

Automatic detection and classification of lung cancer CT scans based on deep learning and ebola optimization search algorithm
por: Mohamed, Tehnan I. A., et al.
Publicado: (2023)

CT features and quantitative analysis of subsolid nodule lung adenocarcinoma for pathological classification prediction
por: Li, Xiaohu, et al.
Publicado: (2020)

Detection and Severity Classification of COVID-19 in CT Images Using Deep Learning
por: Qiblawey, Yazan, et al.
Publicado: (2021)

An Overview of Deep Learning Techniques on Chest X-Ray and CT Scan Identification of COVID-19
por: Serena Low, Woan Ching, et al.
Publicado: (2021)

PET/CT Based EGFR Mutation Status Classification of NSCLC Using Deep Learning Features and Radiomics Features
por: Huang, Weicheng, et al.
Publicado: (2022)

Performance Analysis of Segmentation and Classification of CT-Scanned Ovarian Tumours Using U-Net and Deep Convolutional Neural Networks
por: Kodipalli, Ashwini, et al.
Publicado: (2023)

Novel Coronavirus and Common Pneumonia Detection from CT Scans Using Deep Learning-Based Extracted Features
por: Latif, Ghazanfar, et al.
Publicado: (2022)

Development and Validation of an Artificial Intelligence-Based Image Classification Method for Pathological Diagnosis in Patients With Extramammary Paget’s Disease
por: Wu, Hao, et al.
Publicado: (2022)

COVID-19 identification and analysis using CT scan images: Deep transfer learning-based approach
por: Mohbey, Krishna Kumar, et al.
Publicado: (2022)

The Role of ET-1 in Early Cerebral Microcirculation Changes after Subarachnoid Hemorrhage
por: Qin, Lei, et al.
Publicado: (2022)

Evaluation of the Keros Classification of Olfactory Fossa by CT Scan in Qassim Region
por: Almushayti, Ziyad A, et al.
Publicado: (2022)

Diagnostic Value of Deep Learning-Based CT Feature for Severe Pulmonary Infection
por: Huang, Tinglong, et al.
Publicado: (2021)

Classification of lung nodules in CT scans using three-dimensional deep convolutional neural networks with a checkpoint ensemble method
por: Jung, Hwejin, et al.
Publicado: (2018)

Deep learning-based meta-classifier approach for COVID-19 classification using CT scan and chest X-ray images
por: Ravi, Vinayakumar, et al.
Publicado: (2021)

Ensemble classification of integrated CT scan datasets in detecting COVID-19 using feature fusion from contourlet transform and CNN
por: Nur-A-Alam, Md., et al.
Publicado: (2023)

Remora Namib Beetle Optimization Enabled Deep Learning for Severity of COVID-19 Lung Infection Identification and Classification Using CT Images
por: Shanthi, Amgothu, et al.
Publicado: (2023)

Harris Hawks optimisation with Simulated Annealing as a deep feature selection method for screening of COVID-19 CT-scans
por: Bandyopadhyay, Rajarshi, et al.
Publicado: (2021)

Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients
por: Lassau, Nathalie, et al.
Publicado: (2021)

Radio-Histological Correlation of Lung Features in Severe COVID-19 Through CT-Scan and Lung Ultrasound Evaluation
por: Trias-Sabrià, Pere, et al.
Publicado: (2022)

Brain Hemorrhage Classification in CT Scan Images Using Minimalist Machine Learning
por: Solorio-Ramírez, José-Luis, et al.
Publicado: (2021)

Deep learning-based segmentation of the thorax in mouse micro-CT scans
por: Malimban, Justin, et al.
Publicado: (2022)

Application of Deep Learning to IVC Filter Detection from CT Scans
por: Gomes, Rahul, et al.
Publicado: (2022)

Label-efficient deep semantic segmentation of intracranial hemorrhages in CT-scans
por: Spahr, Antoine, et al.
Publicado: (2023)

Primary laryngeal tuberculosis mimicking laryngeal carcinoma: CT scan features
por: El Kettani, N Ech-Cherif, et al.
Publicado: (2010)

McS-Net: Multi-class Siamese network for severity of COVID-19 infection classification from lung CT scan slices
por: Ahuja, Sakshi, et al.
Publicado: (2022)

CT-based radiomic nomogram for predicting the severity of patients with COVID-19
por: Shi, Hengfeng, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_49elapo0pq7ojjp110u8tnhh87