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David A. Bluemke
ORCID
Publication Activity (10 Years)
Years Active: 2003-2022
Publications (10 Years): 11
Top Topics
Spatial Continuity
Cardiac Magnetic Resonance
Deep Learning
Cardiac Mr
Top Venues
CoRR
FIMH
Medical Image Anal.
Medical Imaging: Computer-Aided Diagnosis
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Publications
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Vivek P. Jani
,
Nadjia Kachenoura
,
Alban Redheuil
,
Gisela Teixido-Tura
,
Kevin Bouaou
,
Emilie Bollache
,
Élie Mousseaux
,
Alain De Cesare
,
Shelby Kutty
,
Colin O. Wu
,
David A. Bluemke
,
Joao A. C. Lima
,
Bharath Ambale-Venkatesh
Deep Learning-based Automated Aortic Area and Distensibility Assessment: the Multi-Ethnic Study of Atherosclerosis (MESA).
J. Digit. Imaging
35 (3) (2022)
Avan Suinesiaputra
,
Charlène Alice Mauger
,
Bharath Ambale-Venkatesh
,
David A. Bluemke
,
Josefine Dam Gade
,
Kathleen Gilbert
,
Mark Janse
,
Line Sofie Hald
,
Conrad Werkhoven
,
Colin O. Wu
,
Joao A. C. Lima
,
Alistair A. Young
Deep Learning Analysis of Cardiac MRI in Legacy Datasets: Multi-Ethnic Study of Atherosclerosis.
CoRR
(2021)
Vishwa S. Parekh
,
Katarzyna J. Macura
,
Susan C. Harvey
,
Ihab Kamel
,
Riham El Khouli
,
David A. Bluemke
,
Michael A. Jacobs
Multiparametric Deep Learning Tissue Signatures for a Radiological Biomarker of Breast Cancer: Preliminary Results.
CoRR
(2018)
Davis M. Vigneault
,
Weidi Xie
,
Carolyn Y. Ho
,
David A. Bluemke
,
J. Alison Noble
Ω-Net (Omega-Net): Fully automatic, multi-view cardiac MR detection, orientation, and segmentation with deep neural networks.
Medical Image Anal.
48 (2018)
Davis M. Vigneault
,
Amir Pourmorteza
,
Marvin L. Thomas
,
David A. Bluemke
,
J. Alison Noble
SiSSR: Simultaneous subdivision surface registration for the quantification of cardiac function from computed tomography in canines.
Medical Image Anal.
46 (2018)
Davis M. Vigneault
,
Weidi Xie
,
David A. Bluemke
,
J. Alison Noble
Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization.
FIMH
(2017)
Davis M. Vigneault
,
Weidi Xie
,
Carolyn Y. Ho
,
David A. Bluemke
,
J. Alison Noble
Omega-Net: Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks.
CoRR
(2017)
Davis M. Vigneault
,
Weidi Xie
,
David A. Bluemke
,
J. Alison Noble
Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization.
CoRR
(2017)
Jie Yang
,
Elsa D. Angelini
,
Benjamin M. Smith
,
John H. M. Austin
,
Eric A. Hoffman
,
David A. Bluemke
,
R. Graham Barr
,
Andrew F. Laine
Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study.
CoRR
(2016)
Ken C. L. Wong
,
Michael Tee
,
Marcus Chen
,
David A. Bluemke
,
Ronald M. Summers
,
Jianhua Yao
Regional infarction identification from cardiac CT images: a computer-aided biomechanical approach.
Int. J. Comput. Assist. Radiol. Surg.
11 (9) (2016)
Jie Yang
,
Elsa D. Angelini
,
Benjamin M. Smith
,
John H. M. Austin
,
Eric A. Hoffman
,
David A. Bluemke
,
R. Graham Barr
,
Andrew F. Laine
Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study.
MCV/BAMBI@MICCAI
(2016)
Ken C. L. Wong
,
Michael Tee
,
Marcus Chen
,
David A. Bluemke
,
Ronald M. Summers
,
Jianhua Yao
Computer-Aided Infarction Identification from Cardiac CT Images: A Biomechanical Approach with SVM.
MICCAI (2)
(2015)
Xingyu Zhang
,
Bharath Ambale-Venkatesh
,
David A. Bluemke
,
Brett R. Cowan
,
J. Paul Finn
,
William G. Hundley
,
Alan H. Kadish
,
Daniel C. Lee
,
Joao A. C. Lima
,
Avan Suinesiaputra
,
Alistair A. Young
,
Pau Medrano-Gracia
Orthogonal Shape Modes Describing Clinical Indices of Remodeling.
FIMH
(2015)
Ken C. L. Wong
,
Michael Tee
,
Marcus Chen
,
David A. Bluemke
,
Ronald M. Summers
,
Jianhua Yao
Myocardial strain estimation from CT: towards computer-aided diagnosis on infarction identification.
Medical Imaging: Computer-Aided Diagnosis
(2015)
Pau Medrano-Gracia
,
Brett R. Cowan
,
David A. Bluemke
,
J. Paul Finn
,
João A. C. Lima
,
Avan Suinesiaputra
,
Alistair A. Young
Large Scale Left Ventricular Shape Atlas Using Automated Model Fitting to Contours.
FIMH
(2013)
Avan Suinesiaputra
,
Brett R. Cowan
,
David A. Bluemke
,
Pau Medrano-Gracia
,
Daniel C. Lee
,
João A. C. Lima
,
Alistair A. Young
Intraventricular Dyssynchrony Assessment Using Regional Contraction from LV Motion Models.
FIMH
(2013)
Yixun Liu
,
Songtao Liu
,
Albert C. Lardo
,
Karl H. Schuleri
,
Marcelo S. Nacif
,
David A. Bluemke
,
Ronald M. Summers
,
Jianhua Yao
Build 4-dimensional myocardial model for dynamic CT images.
Medical Imaging: Image Processing
(2013)
Pau Medrano-Gracia
,
Brett R. Cowan
,
David A. Bluemke
,
J. Paul Finn
,
Alan H. Kadish
,
Daniel C. Lee
,
João A. C. Lima
,
Avan Suinesiaputra
,
Alistair A. Young
Continuous Spatio-temporal Atlases of the Asymptomatic and Infarcted Hearts.
STACOM
(2013)
Pau Medrano-Gracia
,
Avan Suinesiaputra
,
Brett R. Cowan
,
David A. Bluemke
,
Alejandro F. Frangi
,
Daniel C. Lee
,
João A. C. Lima
,
Alistair A. Young
An Atlas for Cardiac MRI Regional Wall Motion and Infarct Scoring.
STACOM
(2012)
Jiaxin Huang
,
David A. Bluemke
,
Xiao Zhang
,
Ronald M. Summers
,
Les R. Folio
,
Jianhua Yao
A cross-platform and distributive database system for cumulative tumor measurement.
EMBC
(2012)
Xinjian Chen
,
Marcelo S. Nacif
,
Songtao Liu
,
Christopher T. Sibley
,
Ronald M. Summers
,
David A. Bluemke
,
Jianhua Yao
A Framework of Whole Heart Extracellular Volume Fraction Estimation for Low-Dose Cardiac CT Images.
IEEE Trans. Inf. Technol. Biomed.
16 (5) (2012)
Yixun Liu
,
Marcelo Souto Nacif
,
Songtao Liu
,
Christopher T. Sibley
,
David A. Bluemke
,
Ronald M. Summers
,
Jianhua Yao
Point-guided modeling and segmentation of myocardium for low dose cardiac CT images.
EMBC
(2012)
Xinjian Chen
,
Ronald M. Summers
,
Marcelo S. Nacif
,
Songtao Liu
,
David A. Bluemke
,
Jianhua Yao
A framework of whole heart extracellular volume fraction estimation for low dose cardiac CT images.
Medical Imaging: Image Processing
(2012)
Carissa G. Fonseca
,
Michael Backhaus
,
David A. Bluemke
,
Randall Britten
,
Jae Do Chung
,
Brett R. Cowan
,
Ivo D. Dinov
,
J. Paul Finn
,
Peter J. Hunter
,
Alan H. Kadish
,
Daniel C. Lee
,
Joao A. C. Lima
,
Pau Medrano-Gracia
,
Kalyanam Shivkumar
,
Avan Suinesiaputra
,
Wenchao Tao
,
Alistair A. Young
The Cardiac Atlas Project - an imaging database for computational modeling and statistical atlases of the heart.
Bioinform.
27 (16) (2011)
Pau Medrano-Gracia
,
David A. Bluemke
,
Brett R. Cowan
,
J. Paul Finn
,
Carissa G. Fonseca
,
João A. C. Lima
,
Avan Suinesiaputra
,
Alistair A. Young
Maximum Likelihood Correction of Shape Bias Arising from Imaging Protocol: Application to Cardiac MRI.
STACOM
(2011)
Ahmed A. Harouni
,
David A. Bluemke
,
Nael F. Osman
Fully Automated Segmentation of Long-Axis MRI Strain-Encoded(SENC) Images Using Active Shape Model(ASM).
ISBI
(2009)
Torsten Rohlfing
,
Calvin R. Maurer Jr.
,
David A. Bluemke
,
Michael A. Jacobs
An Alternating-Constraints Algorithm for Volume-Preserving Non-rigid Registration of Contrast-Enhanced MR Breast Images.
WBIR
(2003)
Torsten Rohlfing
,
Calvin R. Maurer Jr.
,
David A. Bluemke
,
Michael A. Jacobs
Volumenerhaltende elastische Registrierung. Evaluierung mit klinischen MR-Mammographien.
Bildverarbeitung für die Medizin
(2003)
Torsten Rohlfing
,
Calvin R. Maurer Jr.
,
David A. Bluemke
,
Michael A. Jacobs
Volume-Preserving Non-Rigid Registration of MR Breast Images Using Free-Form Deformation with an Incompressibility Constraint.
IEEE Trans. Medical Imaging
22 (6) (2003)