Cargando…

Deep-learning-based hepatic fat assessment (DeHFt) on non-contrast chest CT and its association with disease severity in COVID-19 infections: A multi-site retrospective study

BACKGROUND: Hepatic steatosis (HS) identified on CT may provide an integrated cardiometabolic and COVID-19 risk assessment. This study presents a deep-learning-based hepatic fat assessment (DeHFt) pipeline for (a) more standardised measurements and (b) investigating the association between HS (liver...

Descripción completa

Detalles Bibliográficos
Autores principales:	Modanwal, Gourav, Al-Kindi, Sadeer, Walker, Jonathan, Dhamdhere, Rohan, Yuan, Lei, Ji, Mengyao, Lu, Cheng, Fu, Pingfu, Rajagopalan, Sanjay, Madabhushi, Anant
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2022
Materias:	Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9605693/ https://www.ncbi.nlm.nih.gov/pubmed/36309007 http://dx.doi.org/10.1016/j.ebiom.2022.104315

Ejemplares similares

Machine learning derived ECG risk score improves cardiovascular risk assessment in conjunction with coronary artery calcium scoring
por: Siva Kumar, Shruti, et al.
Publicado: (2022)

Deep learning segmentation and quantification method for assessing epicardial adipose tissue in CT calcium score scans
por: Hoori, Ammar, et al.
Publicado: (2022)

Implementing a Sustainability Framework in Healthcare: A Three-Lens Framework
por: Rajagopalan, Sanjay, et al.
Publicado: (2023)

Excess Global Blood Pressure Associated With Fine Particulate Matter Air Pollution Levels Exceeding World Health Organization Guidelines
por: Brook, Robert D., et al.
Publicado: (2023)

Effects of Transendocardial Stem Cell Injection on Ventricular Proarrhythmia in Patients with Ischemic Cardiomyopathy: Results from the POSEIDON and TAC‐HFT Trials
por: Ramireddy, Archana, et al.
Publicado: (2017)

Ambient Air Pollution and Atherosclerosis: Recent Updates
por: Bevan, Graham H., et al.
Publicado: (2021)

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
por: Vaidya, Pranjal, et al.
Publicado: (2022)

Novel Non-Invasive Radiomic Signature on CT Scans Predicts Response to Platinum-Based Chemotherapy and Is Prognostic of Overall Survival in Small Cell Lung Cancer
por: Jain, Prantesh, et al.
Publicado: (2021)

Built Environment Features Obtained from Google Street View Are Associated with Coronary Artery Disease Prevalence: A Deep-Learning Framework
por: Chen, Zhuo, et al.
Publicado: (2023)

A pilot prospective cohort study using experimental quantification of early peripheral nerve regeneration with high-frequency three-dimensional tomographic ultrasound (HFtUS)
por: Murphy, Ralph N. A., et al.
Publicado: (2023)

Effects of gaseous and solid constituents of air pollution on endothelial function
por: Münzel, Thomas, et al.
Publicado: (2018)

Fat embolism syndrome: chest CT findings
por: Graziani, Alessandro, et al.
Publicado: (2018)

CT radiomic signature predicts survival and chemotherapy benefit in stage I and II HPV-associated oropharyngeal carcinoma
por: Song, Bolin, et al.
Publicado: (2023)

When is the use of contrast media in chest CT indicated?
por: Hochhegger, Bruno, et al.
Publicado: (2017)

Strategies for calculating contrast media dose for chest CT
por: Henning, Mette Karen, et al.
Publicado: (2023)

Response to: Correspondence on 'Novel imaging biomarkers predict outcomes in stage III unresectable non-small cell lung cancer treated with chemoradiation and durvalumab' by Zheng et al
por: Viswanathan, Vidya Sankar, et al.
Publicado: (2022)

Lack of reversibility for NOACs
por: Al-Kindi, Sadeer
Publicado: (2014)

Social Vulnerability and Excess Mortality in the COVID-19 Era
por: Motairek, Issam, et al.
Publicado: (2022)

Computer‐extracted features of nuclear morphology in hematoxylin and eosin images distinguish stage II and IV colon tumors
por: Kumar, Neeraj, et al.
Publicado: (2022)

Enhancing cardiovascular risk prediction through AI-enabled calcium-omics
por: Hoori, Ammar, et al.
Publicado: (2023)

Association Between Historical Neighborhood Redlining and Cardiovascular Outcomes Among US Veterans With Atherosclerotic Cardiovascular Diseases
por: Deo, Salil V., et al.
Publicado: (2023)

Soluble Tumor Necrosis Factor Receptor 1 is Associated With Cardiovascular Risk in Persons With Coronary Artery Calcium Score of Zero
por: Dong, Tony, et al.
Publicado: (2021)

Prevalence of thoracic aortic aneurysm in patients referred for no/low-charge coronary artery calcium scoring: Insights from the CLARIFY registry
por: Khawaja, Tasveer, et al.
Publicado: (2022)

Automated tube voltage selection in pediatric non-contrast chest CT
por: Hojreh, Azadeh, et al.
Publicado: (2018)

Prediction of recurrence in early stage non-small cell lung cancer using computer extracted nuclear features from digital H&E images
por: Wang, Xiangxue, et al.
Publicado: (2017)

Heart healthy cities: genetics loads the gun but the environment pulls the trigger
por: Münzel, Thomas, et al.
Publicado: (2021)

A Novel Nodule Edge Sharpness Radiomic Biomarker Improves Performance of Lung-RADS for Distinguishing Adenocarcinomas from Granulomas on Non-Contrast CT Scans
por: Alilou, Mehdi, et al.
Publicado: (2021)

COVID-lateral damage: cardiovascular manifestations of SARS-CoV-2 infection
por: AL-KINDI, SADEER, et al.
Publicado: (2022)

Missed and Detected Incidental Breast Cancers on Contrast Enhanced Chest CT: Detection Rates and CT Features
por: Park, Jiyeon, et al.
Publicado: (2023)

Assessment of Liver Fat: Dual-Energy CT versus Conventional CT with and without Contrast
por: Xu, Jack Junchi, et al.
Publicado: (2022)

Risk factors and geographic disparities in premature cardiovascular mortality in US counties: a machine learning approach
por: Dong, Weichuan, et al.
Publicado: (2023)

Author Correction: Risk factors and geographic disparities in premature cardiovascular mortality in US counties: a machine learning approach
por: Dong, Weichuan, et al.
Publicado: (2023)

Neighbourhood-level social deprivation and the risk of recurrent heart failure hospitalizations in type 2 diabetes
por: Deo, Salil V., et al.
Publicado: (2023)

Tracing the Pathways From Cardiovascular Disease to Cancer: The Unseen Link
por: Abraham, Sonu, et al.
Publicado: (2023)

Machine Learning to Predict Risk of Relapse Using Cytologic Image Markers in Patients With Acute Myeloid Leukemia Posthematopoietic Cell Transplantation
por: Arabyarmohammadi, Sara, et al.
Publicado: (2022)

COVID-19 diagnosis utilizing wavelet-based contrastive learning with chest CT images
por: Wu, Yanfu, et al.
Publicado: (2023)

Khat: A widely used drug of abuse in the Horn of Africa and the Arabian Peninsula: Review of literature
por: Al-Juhaishi, Taha, et al.
Publicado: (2013)

Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images
por: Chen, Xiaocong, et al.
Publicado: (2021)

The impact of body compositions on contrast medium enhancement in chest CT: a randomised controlled trial
por: Henning, Mette Karen, et al.
Publicado: (2023)

Computer Extracted Features from Initial H&E Tissue Biopsies Predict Disease Progression for Prostate Cancer Patients on Active Surveillance
por: Chandramouli, Sacheth, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_bhbnimvejora142eqtg9arsb0m