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List of works by Dimitris Metaxas

11th International Conference, New York, NY, USA, September 6-10, 2008. Proceedings, Part II. Preface

scientific article published on 01 January 2008

3D Motion Modeling and Reconstruction of Left Ventricle Wall in Cardiac MRI

scientific article published on 23 May 2017

3D anatomical shape atlas construction using mesh quality preserved deformable models

3D cardiac motion reconstruction from CT data and tagged MRI

scientific article published on January 1, 2012

3D meshless prostate segmentation and registration in image guided radiotherapy

scientific article published on 01 January 2009

3D-3D tubular organs registration based on bifurcations for the CT images

scientific article published in January 2008

A 3D global-to-local deformable mesh model based registration and anatomy-constrained segmentation method for image guided prostate radiotherapy

scientific article published in March 2010

A Topological Filter for Learning with Label Noise

A computer vision based method for 3D posture estimation of symmetrical lifting.

scientific article published on 12 January 2018

A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning

scientific article published on 23 October 2014

A hybrid framework for 3D medical image segmentation.

scientific article published in December 2005

A novel computational approach for simultaneous tracking and feature extraction of C. elegans populations in fluid environments

scientific article

A variational level set approach to segmentation and bias correction of images with intensity inhomogeneity

scientific article published on 01 January 2008

AUTO-ENCODING OF DISCRIMINATING MORPHOMETRY FROM CARDIAC MRI.

scientific article published on April 2014

Active volume models with probabilistic object boundary prediction module

scientific article published on 01 January 2008

Adaptive metamorphs model for 3D medical image segmentation

article

Algorithmic issues in modeling motion

An efficient conditional random field approach for automatic and interactive neuron segmentation

scientific article published on 8 July 2015

Autism: the micro-movement perspective

scientific article published on 24 July 2013

Automated 3D motion tracking using Gabor filter bank, robust point matching, and deformable models

scientific article

Automated Model-Based Segmentation of the Left and Right Ventricles in Tagged Cardiac MRI

scientific article published on 01 January 2003

Automated Segmentation of the Left and Right Ventricles in 4D Cardiac SPAMM Images

scientific article published on 01 September 2002

Automated detection of prostatic adenocarcinoma from high-resolution ex vivo MRI.

scientific article published on December 2005

Bodypart Recognition Using Multi-stage Deep Learning.

scientific article published on January 2015

CeleST: computer vision software for quantitative analysis of C. elegans swim behavior reveals novel features of locomotion

scientific article

CoCRF deformable model: a geometric model driven by collaborative conditional random fields

scientific article published on 30 June 2009

Collaborative multi organ segmentation by integrating deformable and graphical models

scientific article published on 01 January 2013

Combining low-, high-level and empirical domain knowledge for automated segmentation of ultrasonic breast lesions.

scientific article published on February 2003

Comparison of windowing effects on elastography images: Simulation, phantom and in vivo studies

scientific article published on 10 November 2015

Computer-aided diagnosis of mammographic masses using scalable image retrieval

scientific article published on 28 October 2014

Conditional Visual Tracking in Kernel Space

scientific article published in January 2006

Deep Subspace Clustering with Data Augmentation

scientific article published in November 2020

Deformable models with sparsity constraints for cardiac motion analysis

scientific article

Efficient MR Image Reconstruction for Compressed MR Imaging

scientific article published on 01 January 2010

Efficient MR image reconstruction for compressed MR imaging

scientific article published on 24 June 2011

Efficient learning by combining confidence-rated classifiers to incorporate unlabeled medical data

scientific article published on 01 January 2005

Engineering and algorithm design for an image processing Api: a technical report on ITK--the Insight Toolkit

scientific article

Entangled Decision Forests and Their Application for Semantic Segmentation of CT Images

scientific article published on January 1, 2011

Extracting tissue deformation using Gabor filter banks

scientific article published on 01 February 2004

Extraction and tracking of MRI tagging sheets using a 3D Gabor filter bank

scientific article

Fast motion tracking of tagged MRI using angle-preserving meshless registration

scientific article published on 01 January 2008

Final Report of the Meeting “Modeling & Simulation in Medicine: Towards an Integrated Framework”: July 20-21, 2000, National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA

article

Finite element analysis of spinal cord injury in the rat.

scientific article

Give spontaneity and self-discovery a chance in ASD: spontaneous peripheral limb variability as a proxy to evoke centrally driven intentional acts

scientific article published on 24 July 2013

Guest editors' introduction to the special section on probabilistic graphical models

scientific article published on 01 October 2009

Highly sensitive size discrimination of sub-micron objects using optical Fourier processing based on two-dimensional Gabor filters

scientific article

Human motion planning based on recursive dynamics and optimal control techniques

scientific article published on 01 November 2002

In vivo strain and stress estimation of the heart left and right ventricles from MRI images

scientific article published in December 2003

Incompressible Biventricular Model Construction and Heart Segmentation of 4D Tagged MRI

scientific article published on 04 May 2011

Incremental model-based estimation using geometric constraints

scientific article published in May 2005

Interaction between noise suppression and inhomogeneity correction in MRI

scientific article published on 01 February 2003

Interactive Exploration for Continuously Expanding Neuron Databases

scientific article published on 17 February 2017

Is interactional dissynchrony a clue to deception? Insights from automated analysis of nonverbal visual cues

scientific article published on 27 June 2014

LV motion and strain computation from tMRI based on meshless deformable models

article

Large-Scale medical image analytics: Recent methodologies, applications and Future directions

scientific article published on 28 June 2016

Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness

scientific article published in November 2020

Measurement of subcellular texture by optical Gabor-like filtering with a digital micromirror device

scientific article published on October 2008

Medical image computing and computer-assisted intervention--MICCAI2008. Preface

scientific article published on 01 January 2008

Meshless deformable models for 3D cardiac motion and strain analysis from tagged MRI.

scientific article published on 23 August 2014

Methods for modeling and predicting mechanical deformations of the breast under external perturbations

scientific article

Mode Estimation for High Dimensional Discrete Tree Graphical Models

scientific article published on December 2014

Mode Estimation for High Dimensional Discrete Tree Graphical Models

scientific article published in January 2014

Mouse Social Interaction Test (MoST): a quantitative computer automated analysis of behavior

scientific article published on 24 December 2015

Neutrophil to lymphocyte ratio as a predictive biomarker for computed tomography scan use in mild traumatic brain injury

scientific article published on 01 August 2020

Novel method for high-throughput phenotyping of sleep in mice.

scientific article

On continuous user authentication via typing behavior

scientific article

Open science--combining open data and open source software: medical image analysis with the Insight Toolkit

scientific article

Optical computer recognition of facial expressions associated with stress induced by performance demands.

scientific article published in June 2005

Optimal Topological Cycles and Their Application in Cardiac Trabeculae Restoration

article published in 2017

Optree: a learning-based adaptive watershed algorithm for neuron segmentation

scientific article published on 01 January 2014

Overview of the 2014 Workshop on Medical Computer Vision—Algorithms for Big Data (MCV 2014)

Overview of the 2015 Workshop on Medical Computer Vision — Algorithms for Big Data (MCV 2015)

article published in 2016

Patient-specific modeling and visualization of blood flow through the heart

scholarly article published March 2011

Preliminary validation of angle-independent myocardial elastography using MR tagging in a clinical setting

scientific article

Query Specific Rank Fusion for Image Retrieval

scientific article published on April 2015

Realistic Animation of Liquids

scientific article (publication date: September 1996)

Rethinking Kernel Methods for Node Representation Learning on Graphs

SEGMENTATION OF MYOCARDIUM USING DEFORMABLE REGIONS AND GRAPH CUTS.

scientific article published on May 2012

Scalable histopathological image analysis via supervised hashing with multiple features

scientific article published on 05 August 2016

Segmenting the papillary muscles and the trabeculae from high resolution cardiac CT through restoration of topological handles

scientific article published in January 2013

Self-Attention Generative Adversarial Networks

Sparse Data-Driven Learning for Effective and Efficient Biomedical Image Segmentation

scientific article published on 13 March 2020

Sparse deformable models with application to cardiac motion analysis.

scientific article

Sparsity techniques in medical imaging

scientific article published on 16 July 2015

StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks

scientific article published on 5 August 2017

Tag separation in cardiac tagged MRI

scientific article published on 01 January 2008

Tagged MRI based cardiac motion modeling and toxicity evaluation in breast cancer radiotherapy

scientific article

Towards robust and effective shape modeling: sparse shape composition

scientific article published on 5 September 2011

Tracking the swimming motions of C. elegans worms with applications in aging studies

scientific article published on 01 January 2008

Using a marker-less method for estimating L5/S1 moments during symmetrical lifting.

scientific article published on 19 January 2017

Using high resolution cardiac CT data to model and visualize patient-specific interactions between trabeculae and blood flow

article

VOLUMETRIC HEART MODELING AND ANALYSIS: Using magnetically tagged data to better understand the mechanical function of normal and abnormal hearts

scientific article published on 01 February 2005

eCurves: A Temporal Shape Encoding

scientific article published on 16 June 2017