Cargando…

cMRI-BED: A novel informatics framework for cardiac MRI biomarker extraction and discovery applied to pediatric cardiomyopathy classification

BACKGROUND: Pediatric cardiomyopathies are a rare, yet heterogeneous group of pathologies of the myocardium that are routinely examined clinically using Cardiovascular Magnetic Resonance Imaging (cMRI). This gold standard powerful non-invasive tool yields high resolution temporal images that charact...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gopalakrishnan, Vanathi, Menon, Prahlad G, Madan, Shobhit
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2015
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4547147/ https://www.ncbi.nlm.nih.gov/pubmed/26329721 http://dx.doi.org/10.1186/1475-925X-14-S2-S7

Ejemplares similares

Uniform criteria for diagnosing noncompaction by cMRI and echocardiography are warranted
por: Finsterer, Josef, et al.
Publicado: (2016)

Diagnosing COVID-19 myocarditis in athletes using cMRI
por: Patel, Palak, et al.
Publicado: (2022)

Left Ventricular Geometry and Replacement Fibrosis Detected by cMRI Are Associated with Major Adverse Cardiovascular Events in Nonischemic Dilated Cardiomyopathy
por: Cojan-Minzat, Bianca Olivia, et al.
Publicado: (2020)

CMRI morphological and functional changes of the heart in myocarditis and dilated cardiomyopathy in acute pediatric heart failure
por: Kharabish, Ahmed E
Publicado: (2016)

Utility of late gadolinium enhancement cardiac MRI (LGE-CMRI) in troponin-positive chest pain with unobstructed coronary arteries
por: Alvarez, Lucia, et al.
Publicado: (2014)

A Deeper Understanding of Physics, Physiology, Experimental Methodology, and Statistics is Essential for Valid Comparison of USCOM 1A and cMRI
por: Phillips, Rob, et al.
Publicado: (2021)

Double-chambered left ventricle in an adult: diagnosis by CMRI
por: Nacif, Marcelo Souto, et al.
Publicado: (2010)

Cardiac magnetic resonance imaging (cMRI) as a first-line approach to subclinical heart failure in children undergoing cardiotoxic chemotherapy
por: de Ville de Goyet, Maëlle, et al.
Publicado: (2011)

Creating a pipeline of talent for informatics: STEM initiative for high school students in computer science, biology, and biomedical informatics
por: Dutta-Moscato, Joyeeta, et al.
Publicado: (2014)

The recent advances, drawbacks, and the future directions of CMRI in the diagnosis of IHD
por: Fagiry, Moram A., et al.
Publicado: (2021)

Adaptation and Psychometric Properties of the Persian Version of the Coalitional Mate Retention Inventory (CMRI)
por: Fallahchai, Reza, et al.
Publicado: (2019)

Informatics applied to cytology
por: Pantanowitz, Liron, et al.
Publicado: (2008)

A Supervised ML Applied Classification Model for Brain Tumors MRI
por: Yu, Zhengyu, et al.
Publicado: (2022)

Tunable structure priors for Bayesian rule learning for knowledge integrated biomarker discovery
por: Balasubramanian, Jeya Balaji, et al.
Publicado: (2018)

The International Neuromodulation Registry: An Informatics Framework Supporting Cohort Discovery and Analysis
por: Hedges, David M., et al.
Publicado: (2020)

Interactive pre-surgical design of optimal extra-cardiac Fontan connections starting with cardiac MRI reconstructions of the Glenn anastomosis
por: Menon, Prahlad G, et al.
Publicado: (2015)

IASTED Symposium on Applied Informatics
por: Hamza, M H
Publicado: (1993)

Computational scienceintelligence and applied informatics
por: Lee, Roger
Publicado: (2018)

Computational scienceintelligence and applied informatics
por: Lee, Roger
Publicado: (2019)

A multi-sequences MRI deep framework study applied to glioma classfication
por: Coupet, Matthieu, et al.
Publicado: (2022)

Modified GAN Augmentation Algorithms for the MRI-Classification of Myocardial Scar Tissue in Ischemic Cardiomyopathy
por: Sharma, Umesh C., et al.
Publicado: (2021)

Cardiac Magnetic Resonance Imaging (CMRI) Applications in Patients with Chest Pain in the Emergency Department: A Narrative Review
por: Zareiamand, Hossein, et al.
Publicado: (2023)

Multinuclear MRI in Drug Discovery
por: Bartusik-Aebisher, Dorota, et al.
Publicado: (2022)

International Conference on Applied Mathematics and Informatics
por: Tost, Gerard, et al.
Publicado: (2015)

Informatics applied to pharmacovigilance: Future perspectives
por: Menniti, Michele, et al.
Publicado: (2013)

A case of asymptomatic large aortopulmonary window in an adult: Role of cardiac CT, CMRI, and 3D printing technology
por: Balegadde, Aniketh Vijay, et al.
Publicado: (2018)

Review of applied health informatics courses in a multidisciplinary biomedical informatics department
por: Motiwala, Tasneem, et al.
Publicado: (2022)

A Tensor-Based Framework for rs-fMRI Classification and Functional Connectivity Construction
por: Noroozi, Ali, et al.
Publicado: (2020)

Applied health analytics and informatics using SAS
por: Woodside, Joseph M
Publicado: (2018)

Multivariate Analyses Applied to Healthy Neurodevelopment in Fetal, Neonatal, and Pediatric MRI
por: Levman, Jacob, et al.
Publicado: (2016)

Multivariate analyses applied to fetal, neonatal and pediatric MRI of neurodevelopmental disorders
por: Levman, Jacob, et al.
Publicado: (2015)

Prognostic value of late gadolinium enhancement in cardiac MRI of non-ischemic dilated cardiomyopathy patients
por: Behera, Dibya Ranjan, et al.
Publicado: (2020)

Current insights of applying MRI in Graves’ ophthalmopathy
por: Song, Cheng, et al.
Publicado: (2022)

Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data
por: Ogoe, Henry A., et al.
Publicado: (2015)

Phenotypes of hypertrophic cardiomyopathy. An illustrative review of MRI findings
por: Soler, Rafaela, et al.
Publicado: (2018)

Anatomical-MRI Correlations in Adults and Children with Hypertrophic Cardiomyopathy
por: Rosu, Radu Ovidiu, et al.
Publicado: (2022)

Integration of DCE-MRI and DW-MRI Quantitative Parameters for Breast Lesion Classification
por: Fusco, Roberta, et al.
Publicado: (2015)

MRI in axial spondyloarthritis: understanding an ‘ASAS-positive MRI’ and the ASAS classification criteria
por: Diekhoff, Torsten, et al.
Publicado: (2022)

Learning Parsimonious Classification Rules from Gene Expression Data Using Bayesian Networks with Local Structure
por: Lustgarten, Jonathan Lyle, et al.
Publicado: (2017)

Investigating Cardiac MRI Based Right Ventricular Contractility As A Novel Non-Invasive Metric of Pulmonary Arterial Pressure
por: Menon, Prahlad G, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_6gdlh4sm1knn0pkj4bh8p94fgd