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List of works by Dorin Comaniciu

A discriminative model-constrained EM approach to 3D MRI brain tissue classification and intensity non-uniformity correction.

scientific article published on 10 May 2011

A discriminative model-constrained graph cuts approach to fully automated pediatric brain tumor segmentation in 3-D MRI

scientific article published on 01 January 2008

A framework for personalization of coronary flow computations during rest and hyperemia ⬇️

scientific article published on January 1, 2012

A machine-learning approach for computation of fractional flow reserve from coronary computed tomography.

scientific article published on 14 April 2016

A novel coupling algorithm for computing blood flow in viscoelastic arterial models

scientific article published in January 2013

A personalized biomechanical model for respiratory motion prediction

scientific article published on 01 January 2012

A probabilistic model for automatic segmentation of the esophagus in 3-D CT scans.

scientific article published on 7 February 2011

A self-taught artificial agent for multi-physics computational model personalization.

scientific article

An information fusion framework for robust shape tracking.

scientific article published in January 2005

AutoGate: fast and automatic Doppler gate localization in B-mode echocardiogram

scientific article published on 01 January 2008

Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT for Transcatheter Aortic Valve Implantation ⬇️

scientific article published on August 31, 2012

Automatic aorta segmentation and valve landmark detection in C-arm CT: application to aortic valve implantation

scientific article published on 01 January 2010

Automatic detection and measurement of structures in fetal head ultrasound volumes using sequential estimation and Integrated Detection Network (IDN).

scientific article published in May 2014

Automatic detection and segmentation of axillary lymph nodes

scientific article published on 01 January 2010

Automatic detection and segmentation of lymph nodes from CT data

scientific article

Automatic extraction of 3D dynamic left ventricle model from 2D rotational angiocardiogram

scientific article published on 01 January 2011

Automatic fetal measurements in ultrasound using constrained probabilistic boosting tree

scientific article published on 01 January 2007

Automatic mitral valve inflow measurements from Doppler echocardiography

scientific article published on 01 January 2008

Automatic view planning for cardiac MRI acquisition

scientific article published on 01 January 2011

Cardiac Anchoring in MRI through Context Modeling

scientific article published on 01 January 2010

Catheter tracking via online learning for dynamic motion compensation in transcatheter aortic valve implantation

scientific article published on 01 January 2012

Comparing axial CT slices in quantized N-dimensional SURF descriptor space to estimate the visible body region

scientific article published on 3 December 2010

Comparison of Fractional Flow Reserve Based on Computational Fluid Dynamics Modeling Using Coronary Angiographic Vessel Morphology Versus Invasively Measured Fractional Flow Reserve

scientific article published on 22 October 2015

Complete valvular heart apparatus model from 4D cardiac CT

scientific article published on 01 January 2010

Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation.

scientific article published on 17 January 2017

Coronary tree extraction using motion layer separation

scientific article published on 01 January 2009

Cross-modality assessment and planning for pulmonary trunk treatment using CT and MRI imaging

scientific article published on 01 January 2010

Data-Driven Reduction of a Cardiac Myofilament Model

Data-driven breast decompression and lesion mapping from digital breast tomosynthesis

scientific article published on 01 January 2012

Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals.

scientific article

Detection and measurement of fetal anatomies from ultrasound images using a constrained probabilistic boosting tree.

scientific article published in September 2008

Detection, grading and classification of coronary stenoses in computed tomography angiography

scientific article published on 01 January 2011

Dynamic layer separation for coronary DSA and enhancement in fluoroscopic sequences

scientific article published on 01 January 2009

Dynamic model-driven quantitative and visual evaluation of the aortic valve from 4D CT

scientific article published on 01 January 2008

Early diagnosis of acute coronary syndrome

scientific article published on 3 October 2017

Efficient Lattice Boltzmann Solver for Patient-Specific Radiofrequency Ablation of Hepatic Tumors

scientific article published on 01 July 2015

Efficient detection of native and bypass coronary ostia in cardiac CT volumes: anatomical vs. pathological structures

scientific article published on 01 January 2011

Exploiting interactions among polymorphisms contributing to complex disease traits with boosted generative modeling

scientific article published in December 2006

Fast and robust 3-D MRI brain structure segmentation

scientific article published on 01 January 2009

Fast automatic segmentation of the esophagus from 3D CT data using a probabilistic model

scientific article published on 01 January 2009

Fractal Clustering and Knowledge-driven Validation Assessment for Gene Expression Profiling

scientific article published on 01 January 2005

Graph based interactive detection of curve structures in 2D fluoroscopy

scientific article published on 01 January 2010

Graphics processing unit accelerated one-dimensional blood flow computation in the human arterial tree.

scientific article published on 5 September 2013

Health-e-child: an integrated biomedical platform for grid-based paediatric applications.

scientific article published in January 2006

Hemodynamic assessment of pre- and post-operative aortic coarctation from MRI

scientific article published on 01 January 2012

Hierarchical part-based detection of 3D flexible tubes: application to CT colonoscopy

scientific article published on 01 January 2006

Image-based Co-Registration of Angiography and Intravascular Ultrasound Images

scientific article published on 29 August 2013

Image-based computational models for TAVI planning: from CT images to implant deployment

scientific article published on 01 January 2013

Image-based device tracking for the co-registration of angiography and intravascular ultrasound images

scientific article published on 01 January 2011

LBM-EP: Lattice-Boltzmann method for fast cardiac electrophysiology simulation from 3D images

scientific article published on 01 January 2012

Lattice Boltzmann method for fast patient-specific simulation of liver tumor ablation from CT images

scientific article published on 01 January 2013

Lung segmentation from CT with severe pathologies using anatomical constraints

scientific article published on 01 January 2014

Lymph node detection and segmentation in chest CT data using discriminative learning and a spatial prior ⬇️

scientific article published on November 21, 2012

Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing

scientific article published on 7 March 2016

Marginal space learning for efficient detection of 2D/3D anatomical structures in medical images.

scientific article

Model based non-invasive estimation of PV loop from echocardiography

scientific article

Model-based esophagus segmentation from CT scans using a spatial probability map

scientific article published on 01 January 2010

Model-based fusion of multi-modal volumetric images: application to transcatheter valve procedures

scientific article published on 01 January 2011

Molecular Diagnosis and Biomarker Identification on SELDI proteomics data by ADTBoost method.

scientific article

Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans

scientific article published on 12 December 2017

Multi-part left atrium modeling and segmentation in C-arm CT volumes for atrial fibrillation ablation

scientific article published on 01 January 2011

Multi-part modeling and segmentation of left atrium in C-arm CT for image-guided ablation of atrial fibrillation

scientific article published on 4 October 2013

Non-invasive hemodynamic assessment of aortic coarctation: validation with in vivo measurements.

scientific article published on 12 December 2012

Noninvasive hemodynamic assessment, treatment outcome prediction and follow-up of aortic coarctation from MR imaging

scientific article published on May 2015

Pairwise active appearance model and its application to echocardiography tracking

scientific article published on 01 January 2006

Patient-specific modeling and quantification of the aortic and mitral valves from 4-D cardiac CT and TEE.

scientific article published on 3 May 2010

Patient-specific modelling of whole heart anatomy, dynamics and haemodynamics from four-dimensional cardiac CT images.

scientific article published on 23 March 2011

Personalized blood flow computations: A hierarchical parameter estimation framework for tuning boundary conditions

scientific article published on 18 May 2016

Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography

scientific article published on 17 May 2016

Personalized modeling and assessment of the aortic-mitral coupling from 4D TEE and CT

scientific article published on 01 January 2009

Personalized pulmonary trunk modeling for intervention planning and valve assessment estimated from CT data

scientific article published on 01 January 2009

Prediction Based Collaborative Trackers (PCT): A Robust and Accurate Approach Toward 3D Medical Object Tracking ⬇️

scientific article published on June 2, 2011

Progressive data transmission for anatomical landmark detection in a cloud.

scientific article

Real time assistance for stent positioning and assessment by self-initialized tracking

scientific article published on 01 January 2012

Robust and fast contrast inflow detection for 2D X-ray fluoroscopy

scientific article published on 01 January 2011

Robust anisotropic Gaussian fitting for volumetric characterization of pulmonary nodules in multislice CT.

scientific article published in March 2005

Robust image-based estimation of cardiac tissue parameters and their uncertainty from noisy data

scientific article published on 01 January 2014

Robust physically-constrained modeling of the mitral valve and subvalvular apparatus

scientific article published on 01 January 2011

Robust real-time myocardial border tracking for echocardiography: an information fusion approach.

scientific article published in July 2004

Sequential kernel density approximation and its application to real-time visual tracking.

scientific article

Shape regression machine.

scientific article

Shaping the future through innovations: From medical imaging to precision medicine

scientific article published on 15 June 2016

Total variation models for variable lighting face recognition

scientific article published in September 2006

Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart.

scientific article published on 31 July 2015

Towards patient-specific finite-element simulation of MitralClip procedure

scientific article published on 01 January 2011

Towards patient-specific modeling of mitral valve repair: 3D transesophageal echocardiography-derived parameter estimation.

scientific article published on 27 September 2016

Ultrasound and fluoroscopic images fusion by autonomous ultrasound probe detection

scientific article published on 01 January 2012

Visual tracking by continuous density propagation in sequential bayesian filtering framework.

scientific article published in May 2009

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