Higher order dynamic mode decomposition: From fluid dynamics to heart disease analysis

A new automatic, very efficient method for the analysis of flight flutter testing data

(2021) Carlos Mendez et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Heart Disease and Stroke Statistics—2020 Update: A Report From the American Heart Association

(2020) Salim S. Virani et al.   CIRCULATION

Coherent structures in the turbulent channel flow of an elastoviscoplastic fluid

(2020) S. Le Clainche et al.   JOURNAL OF FLUID MECHANICS

Correlating exhaled aerosol images to small airway obstructive diseases: A study with dynamic mode decomposition and machine learning

(2019) Jinxiang Xi et al.   PLoS One

Prediction of the Optimal Vortex in Synthetic Jets

(2019) Soledad Le Clainche   Energies

An alternative method to study cross-flow instabilities based on high order dynamic mode decomposition

(2019) Soledad Le Clainche et al.   PHYSICS OF FLUIDS

A composite dynamic mode decomposition analysis of turbulent channel flows

(2019) J. Garicano-Mena et al.   PHYSICS OF FLUIDS

Denoising and Spatial Resolution Enhancement of 4D Flow MRI Using Proper Orthogonal Decomposition and Lasso Regularization

(2018) Mojtaba F. Fathi et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Data-driven, voxel-based analysis of brain PET images: Application of PCA and LASSO methods to visualize and quantify patterns of neurodegeneration

(2018) Ivan S. Klyuzhin et al.   PLoS One

Higher order dynamic mode decomposition of noisy experimental data: The flow structure of a zero-net-mass-flux jet

(2017) Soledad Le Clainche et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Movement correction in DCE-MRI through windowed and reconstruction dynamic mode decomposition

(2017) Santosh Tirunagari et al.   MACHINE VISION AND APPLICATIONS

Higher Order Dynamic Mode Decomposition

(2017) Soledad Le Clainche et al.   SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS

Systolic Dysfunction in Infarcted Mice Does Not Necessarily Lead to Heart Failure: Need to Refine Preclinical Models

(2017) María Villalba-Orero et al.   Journal of Cardiovascular Translational Research

Analytical fuzzy approach to biological data analysis

(2017) Weiping Zhang et al.   SAUDI JOURNAL OF BIOLOGICAL SCIENCES

Diagnosis of Acute Coronary Syndrome with a Support Vector Machine

(2016) Göksu Bozdereli Berikol et al.   JOURNAL OF MEDICAL SYSTEMS

Guidelines for Translational Research in Heart Failure

(2015) Enrique Lara-Pezzi et al.   Journal of Cardiovascular Translational Research

Discovering dynamic patterns from infectious disease data using dynamic mode decomposition

(2015) Joshua L. Proctor et al.   International Health

A second look with prone SPECT myocardial perfusion imaging reduces the need for angiography in patients at low risk for cardiac death or MI

(2014) Nicole E. Worden et al.   JOURNAL OF NUCLEAR CARDIOLOGY

EigenBlock algorithm for change detection – An application of adaptive dictionary learning techniques

(2013) Varvara Nika et al.   Journal of Computational Science

An Image-Based Comprehensive Approach for Automatic Segmentation of Left Ventricle from Cardiac Short Axis Cine MR Images

(2010) Su Huang et al.   JOURNAL OF DIGITAL IMAGING

Dynamic mode decomposition of numerical and experimental data

(2010) PETER J. SCHMID   JOURNAL OF FLUID MECHANICS

Analyzing Transient Turbulence in a Stenosed Carotid Artery by Proper Orthogonal Decomposition

(2009) Leopold Grinberg et al.   ANNALS OF BIOMEDICAL ENGINEERING

Spectral analysis of nonlinear flows

(2009) CLARENCE W. ROWLEY et al.   JOURNAL OF FLUID MECHANICS

Proper orthogonal decomposition analysis of spatio-temporal behavior of renal scintigraphies

(2009) P. Veltri et al.   Physica Medica-European Journal of Medical Physics