Machine Learning Approaches to Estimate Simulated Cardiac Ejection Fraction from Electrical Impedance Tomography

Electrical Impedance ◽

Learning Approaches ◽

Impedance Tomography ◽

High-Speed and Accurate Meat Composition Imaging by Mechanically-Flexible Electrical Impedance Tomography With k-Nearest Neighbor and Fuzzy k-Means Machine Learning Approaches

IEEE Access ◽

10.1109/access.2021.3064315 ◽

2021 ◽

Vol 9 ◽

pp. 38792-38801

Author(s):

P. N. Darma ◽

M. Takei

Keyword(s):

Machine Learning ◽

High Speed ◽

Electrical Impedance ◽

Nearest Neighbor ◽

Learning Approaches ◽

K Nearest Neighbor ◽

Impedance Tomography ◽

Meat Composition

A Boundary Element Approach for Estimating Cardiac Ejection Fraction Using Electrical Impedance Tomography

Journal of Medical Imaging and Health Informatics ◽

10.1166/jmihi.2016.1723 ◽

2016 ◽

Vol 6 (3) ◽

pp. 609-619 ◽

Cited By ~ 1

Author(s):

A. K. Khambampati ◽

B. S. Kim ◽

S. I. Kang ◽

Y. G. Lee ◽

S. Kim ◽

...

Keyword(s):

Ejection Fraction ◽

Boundary Element ◽

Electrical Impedance ◽

Impedance Tomography ◽

Element Approach ◽

Determination of Cardiac Ejection Fraction by Electrical Impedance Tomography

Medical Imaging ◽

10.5772/30016 ◽

2011 ◽

Author(s):

Franciane C. ◽

Luis Paulo da S. Barra ◽

Rodrigo W. dos Santos

Keyword(s):

Ejection Fraction ◽

Electrical Impedance ◽

Impedance Tomography ◽

Advances in Artificial Intelligence -- IBERAMIA 2014 - Lecture Notes in Computer Science ◽

Artificial Neural Networks Ensemble Applied to the Electrical Impedance Tomography Problem to Determine the Cardiac Ejection Fraction

10.1007/978-3-319-12027-0_59 ◽

2014 ◽

pp. 734-741 ◽

Cited By ~ 1

Author(s):

Rogério G. N. Santos Filho ◽

Luciana C. D. Campos ◽

Rodrigo Weber dos Santos ◽

Luis Paulo S. Barra

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Ejection Fraction ◽

Electrical Impedance ◽

Impedance Tomography ◽

Cardiac Ejection Fraction ◽

Artificial Neural ◽

Neural Networks Ensemble

Determination of Cardiac Ejection Fraction by Electrical Impedance Tomography using Simulation Models and Computational Intelligence

Journal of Computational Interdisciplinary Sciences ◽

10.6062/jcis.2017.08.02.0124 ◽

2017 ◽

Vol 8 (2) ◽

Author(s):

Tales Fonseca ◽

Luciana Campos ◽

Franciane Peters ◽

Luis Paulo da Silva ◽

Rodrigo dos Santos ◽

...

Keyword(s):

Ejection Fraction ◽

Computational Intelligence ◽

Electrical Impedance ◽

Simulation Models ◽

Impedance Tomography ◽

Simulation Study on the Determination of Cardiac Ejection Fraction by Electrical Impedance Tomography Using a Hybrid Heuristic Approach

Journal of Medical Imaging and Health Informatics ◽

10.1166/jmihi.2014.1235 ◽

2014 ◽

Vol 4 (1) ◽

pp. 113-121 ◽

Cited By ~ 2

Author(s):

MarcosH. F. Ribeiro ◽

Rodrigo Weber dos Santos ◽

Luis PauloS. Barra ◽

FrancianeC. Peters

Keyword(s):

Ejection Fraction ◽

Simulation Study ◽

Electrical Impedance ◽

Heuristic Approach ◽

Impedance Tomography ◽

Hybrid Heuristic ◽

Determination of Cardiac Ejection Fraction by Electrical Impedance Tomography using a Hybrid Heuristic Approach, a Simulation Study

10.5151/meceng-wccm2012-19371 ◽

2014 ◽

Author(s):

Marcos H. F. Ribeiro ◽

Rodrigo Weber dos Santos ◽

Luis Paulo S. Barra ◽

Franciane C. Peters

Keyword(s):

Ejection Fraction ◽

Simulation Study ◽

Electrical Impedance ◽

Heuristic Approach ◽

Impedance Tomography ◽

Hybrid Heuristic ◽

Lecture Notes in Computer Science - Advances in Soft Computing and Its Applications ◽

Determination of Cardiac Ejection Fraction by Electrical Impedance Tomography Using an Artificial Neural Network

10.1007/978-3-642-45111-9_11 ◽

2013 ◽

pp. 130-138 ◽

Cited By ~ 1

Author(s):

Rogerio G. N. Santos Filho ◽

Luciana C. D. Campos ◽

Rodrigo Weber dos Santos ◽

Luis Paulo S. Barra

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Ejection Fraction ◽

Electrical Impedance ◽

Impedance Tomography ◽

Cardiac Ejection Fraction ◽

Artificial Neural

Determination of Cardiac Ejection Fraction by Electrical Impedance Tomography - Numerical Experiments and Viability Analysis

Lecture Notes in Computer Science - Computational Science – ICCS 2009 ◽

10.1007/978-3-642-01970-8_82 ◽

2009 ◽

pp. 819-828 ◽

Cited By ~ 4

Author(s):

Franciane C. Peters ◽

Luis Paulo S. Barra ◽

Rodrigo Weber dos Santos

Keyword(s):

Ejection Fraction ◽

Numerical Experiments ◽

Electrical Impedance ◽

Impedance Tomography ◽

Viability Analysis ◽

Characterization of interfacial failure in cemented total joint replacements via self-sensing bone cement, electrical impedance tomography, and machine learning

Health Monitoring of Structural and Biological Systems XV ◽

10.1117/12.2581950 ◽

2021 ◽

Author(s):

Hamid Ghaednia ◽

Crystal Owens ◽

Lily E. Keiderling ◽

John Hart ◽

Kartik Varadarajan ◽

...

Keyword(s):

Machine Learning ◽

Bone Cement ◽

Electrical Impedance ◽

Interfacial Failure ◽

Impedance Tomography ◽

Joint Replacements ◽

Total Joint Replacements