A novel CT-based radiomics in the distinction of severity of coronavirus disease 2019 (COVID-19) pneumonia

A novel CT-based radiomics in the distinction of severity of coronavirus disease 2019 (COVID-19) pneumonia

Abstract Background Convenient and precise assessment of the severity in coronavirus disease 2019 (COVID-19) contributes to the timely patient treatment and prognosis improvement. We aimed to evaluate the ability of CT-based radiomics nomogram in discriminating the severity of patients with COVID-19...

Full description

Bibliographic Details
Main Authors:	Zongyu Xie, Haitao Sun, Jian Wang, He Xu, Shuhua Li, Cancan Zhao, Yuqing Gao, Xiaolei Wang, Tongtong Zhao, Shaofeng Duan, Chunhong Hu, Weiqun Ao
Format:	Article
Language:	English
Published:	BMC 2021-06-01
Series:	BMC Infectious Diseases
Subjects:	COVID-19 Radiomics Tomography X-ray computed Nomogram
Online Access:	https://doi.org/10.1186/s12879-021-06331-0

Similar Items

Radiomics Is Effective for Distinguishing Coronavirus Disease 2019 Pneumonia From Influenza Virus Pneumonia
by: Liaoyi Lin, et al.
Published: (2021-06-01)

The value of CT radiomic in differentiating mycoplasma pneumoniae pneumonia from streptococcus pneumoniae pneumonia with similar consolidation in children under 5 years
by: Dongdong Wang, et al.
Published: (2022-09-01)

Stratified differentiation of 3 common pulmonary nodules with CT radiomics
by: MU Ke, et al.
Published: (2024-03-01)

The preoperative prognostic value of the radiomics nomogram based on CT combined with machine learning in patients with intrahepatic cholangiocarcinoma
by: Youyin Tang, et al.
Published: (2021-08-01)

CT-Based Radiomics Analysis for Noninvasive Prediction of Perineural Invasion of Perihilar Cholangiocarcinoma
by: Peng-Chao Zhan, et al.
Published: (2022-06-01)

Clinical and CT Radiomics Nomogram for Preoperative Differentiation of Pulmonary Adenocarcinoma From Tuberculoma in Solitary Solid Nodule
by: Yaoyao Zhuo, et al.
Published: (2021-10-01)

Radiomics model based on contrast-enhanced CT texture features for pretreatment prediction of overall survival in esophageal neuroendocrine carcinoma
by: Yue Zhou, et al.
Published: (2023-08-01)

An End-to-End Integrated Clinical and CT-Based Radiomics Nomogram for Predicting Disease Severity and Need for Ventilator Support in COVID-19 Patients: A Large Multisite Retrospective Study
by: Pranjal Vaidya, et al.
Published: (2022-04-01)

Radiomic Evaluations of the Diagnostic Performance of DM, DBT, DCE MRI, DWI, and Their Combination for the Diagnosisof Breast Cancer
by: Shuxian Niu, et al.
Published: (2021-09-01)

Radiomic signatures based on pretreatment 18F-FDG PET/CT, combined with clinicopathological characteristics, as early prognostic biomarkers among patients with invasive breast cancer
by: Tongtong Jia, et al.
Published: (2023-07-01)

A CT-Based Radiomics Nomogram to Predict Complete Ablation of Pulmonary Malignancy: A Multicenter Study
by: Guozheng Zhang, et al.
Published: (2022-02-01)

CT-based thrombus radiomics nomogram for predicting secondary embolization during mechanical thrombectomy for large vessel occlusion
by: Shadamu Yusuying, et al.
Published: (2023-05-01)

CT-Based Radiomics Nomogram for Differentiation of Anterior Mediastinal Thymic Cyst From Thymic Epithelial Tumor
by: Chengzhou Zhang, et al.
Published: (2021-12-01)

Diagnostic value of a CT-based radiomics nomogram for discrimination of benign and early stage malignant ovarian tumors
by: Jia Chen, et al.
Published: (2023-12-01)

A CT-Based Radiomics Model for Prediction of Prognosis in Patients with Novel Coronavirus Disease (COVID-19) Pneumonia: A Preliminary Study
by: Lizhen Duan, et al.
Published: (2023-04-01)

CT radiomics facilitates more accurate diagnosis of COVID-19 pneumonia: compared with CO-RADS
by: Huanhuan Liu, et al.
Published: (2021-01-01)

18F-FDG PET/CT-based radiomics nomogram could predict bone marrow involvement in pediatric neuroblastoma
by: Lijuan Feng, et al.
Published: (2022-09-01)

CT-Based Radiomics Nomogram for Prediction of Progression-Free Survival in Locoregionally Advanced Nasopharyngeal Carcinoma
by: Yan C, et al.
Published: (2021-09-01)

Multitask prediction models for serous ovarian cancer by preoperative CT image assessments based on radiomics
by: Le Fu, et al.
Published: (2024-02-01)

Development and validation of a radiomics nomogram for diagnosis of malignant pleural effusion
by: Mingzhu Wei, et al.
Published: (2023-11-01)

Development and Validation of a CT-Based Radiomics Nomogram in Patients With Anterior Mediastinal Mass: Individualized Options for Preoperative Patients
by: Zhou Zhou, et al.
Published: (2022-07-01)

Prediction of Ki-67 expression in bladder cancer based on CT radiomics nomogram
by: Shengxing Feng, et al.
Published: (2024-02-01)

CT radiomics nomogram predicts pathological response after induced chemotherapy and overall survival in patients with advanced laryngeal cancer: A single-center retrospective study
by: Chunmiao Kang, et al.
Published: (2023-03-01)

Radiomics Analysis of Contrast-Enhanced CT Predicts Survival in Clear Cell Renal Cell Carcinoma
by: Lei Yan, et al.
Published: (2021-06-01)

Nomogram Based on CT Radiomics Features Combined With Clinical Factors to Predict Ki-67 Expression in Hepatocellular Carcinoma
by: Cuiyun Wu, et al.
Published: (2022-07-01)

A comprehensive nomogram combining CT-based radiomics with clinical features for differentiation of benign and malignant lung subcentimeter solid nodules
by: Chengyu Chen, et al.
Published: (2023-03-01)

Radiomics Nomogram of DCE-MRI for the Prediction of Axillary Lymph Node Metastasis in Breast Cancer
by: Ning Mao, et al.
Published: (2020-10-01)

A contrast-enhanced CT-based radiomic nomogram for the differential diagnosis of intravenous leiomyomatosis and uterine leiomyoma
by: Jiang Shao, et al.
Published: (2023-08-01)

CT-based radiomic nomogram for predicting the severity of patients with COVID-19
by: Hengfeng Shi, et al.
Published: (2022-01-01)

Multi-Phase CT-Based Radiomics Nomogram for Discrimination Between Pancreatic Serous Cystic Neoplasm From Mucinous Cystic Neoplasm
by: Jiahao Gao, et al.
Published: (2021-12-01)

Identifying ureteral stent encrustation using machine learning based on CT radiomics features: a bicentric study
by: Junliang Qiu, et al.
Published: (2023-08-01)

Preoperative Prediction of Meningioma Consistency via Machine Learning-Based Radiomics
by: Yixuan Zhai, et al.
Published: (2021-05-01)

CT-based deep learning radiomics nomogram for the prediction of pathological grade in bladder cancer: a multicenter study
by: Hongzheng Song, et al.
Published: (2023-09-01)

Development and validation of a CT-based deep learning radiomics nomogram to predict muscle invasion in bladder cancer
by: Zongjie Wei, et al.
Published: (2024-01-01)

Preoperative Assessment for Event-Free Survival With Hepatoblastoma in Pediatric Patients by Developing a CT-Based Radiomics Model
by: Yi Jiang, et al.
Published: (2021-04-01)

Preoperative Prediction of Infection Stones Using Radiomics Features From Computed Tomography
by: Xiaoyu Cui, et al.
Published: (2019-01-01)

A Metabolism-Related Radiomics Signature for Predicting the Prognosis of Colorectal Cancer
by: Du Cai, et al.
Published: (2021-01-01)

CT-Based Radiomics Nomogram Improves Risk Stratification and Prediction of Early Recurrence in Hepatocellular Carcinoma After Partial Hepatectomy
by: Cuiyun Wu, et al.
Published: (2022-07-01)

Assessment of Thigh MRI Radiomics and Clinical Characteristics for Assisting in Discrimination of Juvenile Dermatomyositis
by: Minfei Hu, et al.
Published: (2022-11-01)

Machine Learning-Based Radiomics Nomogram With Dynamic Contrast-Enhanced MRI of the Osteosarcoma for Evaluation of Efficacy of Neoadjuvant Chemotherapy
by: Lu Zhang, et al.
Published: (2021-11-01)