David A. Bluemke

Orcid: 0000-0002-8323-8086

According to our database1, David A. Bluemke authored at least 27 papers between 2003 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2022
Deep Learning-based Automated Aortic Area and Distensibility Assessment: the Multi-Ethnic Study of Atherosclerosis (MESA).
J. Digit. Imaging, 2022

2021
Deep Learning Analysis of Cardiac MRI in Legacy Datasets: Multi-Ethnic Study of Atherosclerosis.
CoRR, 2021

2018
Ω-Net (Omega-Net): Fully automatic, multi-view cardiac MR detection, orientation, and segmentation with deep neural networks.
Medical Image Anal., 2018

SiSSR: Simultaneous subdivision surface registration for the quantification of cardiac function from computed tomography in canines.
Medical Image Anal., 2018

Multiparametric Deep Learning Tissue Signatures for a Radiological Biomarker of Breast Cancer: Preliminary Results.
CoRR, 2018

2017
Omega-Net: Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks.
CoRR, 2017

Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

2016
Regional infarction identification from cardiac CT images: a computer-aided biomechanical approach.
Int. J. Comput. Assist. Radiol. Surg., 2016

Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016

2015
Computer-Aided Infarction Identification from Cardiac CT Images: A Biomechanical Approach with SVM.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Myocardial strain estimation from CT: towards computer-aided diagnosis on infarction identification.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Orthogonal Shape Modes Describing Clinical Indices of Remodeling.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015

2013
Build 4-dimensional myocardial model for dynamic CT images.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Continuous Spatio-temporal Atlases of the Asymptomatic and Infarcted Hearts.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Intraventricular Dyssynchrony Assessment Using Regional Contraction from LV Motion Models.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

Large Scale Left Ventricular Shape Atlas Using Automated Model Fitting to Contours.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

2012
A Framework of Whole Heart Extracellular Volume Fraction Estimation for Low-Dose Cardiac CT Images.
IEEE Trans. Inf. Technol. Biomed., 2012

A framework of whole heart extracellular volume fraction estimation for low dose cardiac CT images.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

An Atlas for Cardiac MRI Regional Wall Motion and Infarct Scoring.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

Point-guided modeling and segmentation of myocardium for low dose cardiac CT images.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A cross-platform and distributive database system for cumulative tumor measurement.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
The Cardiac Atlas Project - an imaging database for computational modeling and statistical atlases of the heart.
Bioinform., 2011

Maximum Likelihood Correction of Shape Bias Arising from Imaging Protocol: Application to Cardiac MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

2009
Fully Automated Segmentation of Long-Axis MRI Strain-Encoded(SENC) Images Using Active Shape Model(ASM).
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2003
Volume-Preserving Non-Rigid Registration of MR Breast Images Using Free-Form Deformation with an Incompressibility Constraint.
IEEE Trans. Medical Imaging, 2003

An Alternating-Constraints Algorithm for Volume-Preserving Non-rigid Registration of Contrast-Enhanced MR Breast Images.
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003

Volumenerhaltende elastische Registrierung. Evaluierung mit klinischen MR-Mammographien.
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003


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