Dorin Comaniciu | Academic Influence

Dorin Comaniciu's AcademicInfluence.com Rankings

Dorin Comaniciu

Engineering

#2168

World Rank

#3032

Historical Rank

Electrical Engineering

#549

World Rank

#605

Historical Rank

engineering Degrees

Dorin Comaniciu

Computer Science

#3226

World Rank

#3380

Historical Rank

Information Management

#25

World Rank

#25

Historical Rank

Computer Graphics

#80

World Rank

#83

Historical Rank

Machine Learning

#423

World Rank

#429

Historical Rank

computer-science Degrees

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Engineering
Computer Science

Dorin Comaniciu's Degrees

PhD Electrical Engineering Rutgers University
Masters Electrical Engineering Rutgers University

Why Is Dorin Comaniciu Influential?

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According to Wikipedia, Dorin Comaniciu is a Romanian-American computer scientist. He is the Senior Vice President of Artificial Intelligence and Digital Innovation at Siemens Healthcare. Research Comaniciu is known for his work in computer vision, medical imaging and machine learning. His academic publications have 54,000 citations with an H-index of 85. As of 2022, he holds 308 US patents and 550 international patent applications. He joined Siemens in 1999 as a senior research scientist with a focus on computer vision applications for automotive systems. Since 2004, he has served in various research and leadership positions, directing technology development in diagnostic imaging and image-guided surgery

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Dorin Comaniciu's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Mean Shift: A Robust Approach Toward Feature Space Analysis (2002) (11992)
Kernel-Based Object Tracking (2003) (5066)
Real-time tracking of non-rigid objects using mean shift (2000) (3376)
Mean shift analysis and applications (1999) (1107)
Robust analysis of feature spaces: color image segmentation (1997) (842)
Four-Chamber Heart Modeling and Automatic Segmentation for 3-D Cardiac CT Volumes Using Marginal Space Learning and Steerable Features (2008) (546)
Total variation models for variable lighting face recognition (2006) (503)
The variable bandwidth mean shift and data-driven scale selection (2001) (496)
An Algorithm for Data-Driven Bandwidth Selection (2003) (400)
Artificial Intelligence in Cardiovascular Imaging: JACC State-of-the-Art Review. (2019) (271)
A machine-learning approach for computation of fractional flow reserve from coronary computed tomography. (2016) (266)
A common framework for nonlinear diffusion, adaptive smoothing, bilateral filtering and mean shift (2004) (254)
Mean shift and optimal prediction for efficient object tracking (2000) (239)
Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans (2019) (203)
Automatic Liver Segmentation Using an Adversarial Image-to-Image Network (2017) (201)
Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE (2010) (197)
Sequential Kernel Density Approximation and Its Application to Real-Time Visual Tracking (2008) (188)
Detection and Measurement of Fetal Anatomies from Ultrasound Images using a Constrained Probabilistic Boosting Tree (2008) (184)
Hierarchical, learning-based automatic liver segmentation (2008) (167)
Hierarchical parsing and semantic navigation of full body CT data (2009) (166)
An Artificial Agent for Robust Image Registration (2016) (166)
Fast Automatic Heart Chamber Segmentation from 3D CT Data Using Marginal Space Learning and Steerable Features (2007) (163)
SEQUENTIAL KERNEL DENSITY APPROXIMATION THROUGH MODE PROPAGATION: APPLICATIONS TO BACKGROUND MODELING (2004) (162)
Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation (2018) (161)
Robust anisotropic Gaussian fitting for volumetric characterization of Pulmonary nodules in multislice CT (2005) (151)
3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data (2015) (148)
Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks (2018) (147)
Database-guided segmentation of anatomical structures with complex appearance (2005) (140)
An Artificial Agent for Anatomical Landmark Detection in Medical Images (2016) (132)
An information fusion framework for robust shape tracking (2005) (130)
Robust detection and tracking of human faces with an active camera (2000) (129)
Image-guided decision support system for pathology (1999) (128)
Robust real-time myocardial border tracking for echocardiography: an information fusion approach (2004) (126)
Image based regression using boosting method (2005) (123)
Patient-specific modelling of whole heart anatomy, dynamics and haemodynamics from four-dimensional cardiac CT images (2011) (123)
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes (2017) (122)
Spine detection in CT and MR using iterated marginal space learning (2013) (118)
Illumination normalization for face recognition and uneven background correction using total variation based image models (2005) (108)
An integrated framework for finite-element modeling of mitral valve biomechanics from medical images: Application to MitralClip intervention planning (2012) (107)
Statistical modeling and performance characterization of a real-time dual camera surveillance system (2000) (99)
Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing (2016) (99)
Cell image segmentation for diagnostic pathology (2001) (94)
Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization (2017) (94)
Nonparametric information fusion for motion estimation (2003) (92)
Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT for Transcatheter Aortic Valve Implantation (2012) (91)
A Discriminative Model-Constrained Graph Cuts Approach to Fully Automated Pediatric Brain Tumor Segmentation in 3-D MRI (2008) (91)
Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT (2020) (90)
Computer-assisted discrimination among malignant lymphomas and leukemia using immunophenotyping, intelligent image repositories, and telemicroscopy (2000) (89)
Incremental density approximation and kernel-based Bayesian filtering for object tracking (2004) (87)
Design, analysis, and engineering of video monitoring systems: an approach and a case study (2001) (87)
Shape Regression Machine (2007) (82)
Automatic Detection and Segmentation of Lymph Nodes From CT Data (2012) (81)
Reliable Detection of Overtaking Vehicles Using Robust Information Fusion (2006) (79)
Quantification of Tomographic Patterns associated with COVID-19 from Chest CT (2020) (77)
Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment (2006) (77)
3D ultrasound tracking of the left ventricle using one-step forward prediction and data fusion of collaborative trackers (2008) (74)
Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart (2015) (74)
Deep Decision Network for Multi-class Image Classification (2016) (73)
Shaping the Future through Innovations: From Medical Imaging to Precision Medicine (2016) (73)
Kernel-based Bayesian filtering for object tracking (2005) (72)
Robust guidewire tracking in fluoroscopy (2009) (72)
Non-Invasive Hemodynamic Assessment of Aortic Coarctation: Validation with In Vivo Measurements (2013) (71)
Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography (2011) (71)
Comparison of Fractional Flow Reserve Based on Computational Fluid Dynamics Modeling Using Coronary Angiographic Vessel Morphology Versus Invasively Measured Fractional Flow Reserve. (2016) (66)
Hierarchical Learning of Curves Application to Guidewire Localization in Fluoroscopy (2007) (65)
Marginal Space Learning for Efficient Detection of 2D/3D Anatomical Structures in Medical Images (2009) (65)
Lymph node detection and segmentation in chest CT data using discriminative learning and a spatial prior (2013) (63)
Complete Valvular Heart Apparatus Model from 4D Cardiac CT (2010) (62)
Four-chamber heart modeling and automatic segmentation for 3D cardiac CT volumes (2008) (62)
Automatic Cardiac View Classification of Echocardiogram (2007) (61)
Prediction Based Collaborative Trackers (PCT): A Robust and Accurate Approach Toward 3D Medical Object Tracking (2011) (60)
Vessel detection by mean shift based ray propagation (2001) (58)
Visual Tracking by Continuous Density Propagation in Sequential Bayesian Filtering Framework (2009) (58)
Image-Based Multiclass Boosting and Echocardiographic View Classification (2006) (58)
Machine learning based vesselness measurement for coronary artery segmentation in cardiac CT volumes (2011) (54)
Smart cameras with real-time video object generation (2002) (53)
Search strategies for multiple landmark detection by submodular maximization (2010) (51)
Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals (2014) (49)
Automatic Detection and Segmentation of Axillary Lymph Nodes (2010) (49)
Distribution Free Decomposition of Multivariate Data (1998) (48)
Early diagnosis of acute coronary syndrome (2017) (47)
Joint Real-time Object Detection and Pose Estimation Using Probabilistic Boosting Network (2007) (46)
A boosting regression approach to medical anatomy detection (2007) (45)
Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning (2010) (44)
Constrained marginal space learning for efficient 3D anatomical structure detection in medical images (2009) (44)
Nonparametric robust methods for computer vision (2000) (42)
A framework for personalization of coronary flow computations during rest and hyperemia (2012) (40)
Automatic View Planning for Cardiac MRI Acquisition (2011) (39)
Robust object tracking using semi-supervised appearance dictionary learning (2015) (39)
Learning-based hypothesis fusion for robust catheter tracking in 2D X-ray fluoroscopy (2011) (39)
Fast Automatic Detection of Calcified Coronary Lesions in 3D Cardiac CT Images (2010) (39)
Dynamic Model-Driven Quantitative and Visual Evaluation of the Aortic Valve from 4D CT (2008) (38)
Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes (2017) (38)
Efficient Lattice Boltzmann Solver for Patient-Specific Radiofrequency Ablation of Hepatic Tumors (2015) (38)
Bayesian Kernel Tracking (2002) (38)
Multi-Part Modeling and Segmentation of Left Atrium in C-Arm CT for Image-Guided Ablation of Atrial Fibrillation (2014) (38)
Health-e-Child: An Integrated Biomedical Platform for Grid-Based Pediatrics (2005) (37)
Semantic-based indexing of fetal anatomies from 3-D ultrasound data using global/semi-local context and sequential sampling (2008) (37)
Semantic annotation of medical images (2010) (37)
Automatic fetal face detection from ultrasound volumes via learning 3D and 2D information (2009) (36)
A fast and accurate tracking algorithm of left ventricles in 3D echocardiography (2008) (35)
Bimodal system for interactive indexing and retrieval of pathology images (1998) (34)
3D Printing, Computational Modeling, and Artificial Intelligence for Structural Heart Disease. (2020) (34)
Automatic ovarian follicle quantification from 3D ultrasound data using global/local context with database guided segmentation (2009) (33)
Accurate polyp segmentation for 3D CT colongraphy using multi-staged probabilistic binary learning and compositional model (2008) (32)
Image segmentation using clustering with saddle point detection (2002) (31)
BoostMotion: Boosting a Discriminative Similarity Function for Motion Estimation (2006) (31)
Cardiac Anchoring in MRI through Context Modeling (2010) (31)
Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data (2006) (31)
Automatic Detection and Measurement of Structures in Fetal Head Ultrasound Volumes Using Sequential Estimation and Integrated Detection Network (IDN) (2014) (31)
Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment (2019) (31)
AutoMPR: Automatic detection of standard planes in 3D echocardiography (2008) (31)
A Learning Based Approach for 3D Segmentation and Colon Detagging (2006) (30)
Adaptive Resolution System for Distributed Surveillance (2002) (30)
Robust Multi-scale Anatomical Landmark Detection in Incomplete 3D-CT Data (2017) (30)
Shape-based image indexing and retrieval for diagnostic pathology (1998) (29)
Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data (2014) (29)
Autonomous Detection and Classification of PI-RADS Lesions in an MRI Screening Population Incorporating Multicenter-Labeled Deep Learning and Biparametric Imaging: Proof of Concept (2020) (29)
A Probabilistic Model for Automatic Segmentation of the Esophagus in 3-D CT Scans (2011) (29)
Lymph node detection in 3-D chest CT using a spatial prior probability (2010) (28)
Multi-stage osteolytic spinal bone lesion detection from CT data with internal sensitivity control (2012) (28)
Image-Based Computational Models for TAVI Planning: From CT Images to Implant Deployment (2013) (28)
An integrated framework of vision-based vehicle detection with knowledge fusion (2005) (28)
Multiple object detection by sequential monte carlo and Hierarchical Detection Network (2010) (27)
Database-guided breast tumor detection and segmentation in 2D ultrasound images (2010) (27)
Towards intelligent robust detection of anatomical structures in incomplete volumetric data (2018) (27)
Bimodal system for interactive indexing and retrieval of pathology images (1998) (27)
Combined semantic and similarity search in medical image databases (2011) (27)
Towards Patient-Specific Finite-Element Simulation of MitralClip Procedure (2011) (27)
Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing. (2016) (27)
Robust Physically-Constrained Modeling of the Mitral Valve and Subvalvular Apparatus (2011) (26)
Fast and Automatic Heart Isolation in 3D CT Volumes: Optimal Shape Initialization (2010) (26)
Validation of a fully automated liver segmentation algorithm using multi-scale deep reinforcement learning and comparison versus manual segmentation. (2020) (26)
Conditional feature sensitivity: a unifying view on active recognition and feature selection (2003) (26)
Scale selection for anisotropic scale-space: application to volumetric tumor characterization (2004) (26)
Marginal Space Learning for Medical Image Analysis (2014) (25)
Fast and Robust 3-D MRI Brain Structure Segmentation (2009) (25)
A parameter estimation framework for patient-specific hemodynamic computations (2015) (25)
Personalized Modeling and Assessment of the Aortic-Mitral Coupling from 4D TEE and CT (2009) (25)
Robust object detection using marginal space learning and ranking-based multi-detector aggregation: Application to left ventricle detection in 2D MRI images (2009) (25)
Automatic Fetal Measurements in Ultrasound Using Constrained Probabilistic Boosting Tree (2007) (25)
Fast Automatic Segmentation of the Esophagus from 3D CT Data Using a Probabilistic Model (2009) (24)
Multi-part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation Ablation (2011) (24)
Complete valvular heart apparatus model from 4D cardiac CT (2012) (24)
Dynamic Layer Separation for Coronary DSA and Enhancement in Fluoroscopic Sequences (2009) (24)
LBM-EP: Lattice-Boltzmann Method for Fast Cardiac Electrophysiology Simulation from 3D Images (2012) (24)
Multivariate Saddle Point Detection for Statistical Clustering (2002) (23)
Performance analysis in content-based retrieval with textures (2000) (23)
Patient-specific modeling of left heart anatomy, dynamics and hemodynamics from high resolution 4D CT (2010) (23)
Image-based Co-Registration of Angiography and Intravascular Ultrasound Images (2013) (23)
Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment (2020) (23)
Ultrasound and Fluoroscopic Images Fusion by Autonomous Ultrasound Probe Detection (2012) (23)
Class-Aware Adversarial Lung Nodule Synthesis In CT Images (2018) (23)
Health-e-Child: An Integrated Biomedical Platform for Grid-Based Paediatric Applications (2006) (23)
Automatic Delineation of Left and Right Ventricles in Cardiac MRI Sequences Using a Joint Ventricular Model (2011) (22)
A discriminative model-constrained EM approach to 3D MRI brain tissue classification and intensity non-uniformity correction (2011) (22)
A self-taught artificial agent for multi-physics computational model personalization (2016) (22)
A learning based hierarchical model for vessel segmentation (2008) (22)
A probabilistic, hierarchical, and discriminant framework for rapid and accurate detection of deformable anatomic structure (2007) (22)
Self-supervised Learning from 100 Million Medical Images (2022) (22)
Learning-Based Detection and Tracking in Medical Imaging: A Probabilistic Approach (2013) (21)
Towards patient‐specific modeling of mitral valve repair: 3D transesophageal echocardiography‐derived parameter estimation (2017) (21)
A probabilistic framework for object recognition in video (2004) (21)
Fast Data-Driven Calibration of a Cardiac Electrophysiology Model from Images and ECG (2013) (21)
Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort (2020) (20)
Meanshift clustering for DNA microarray analysis (2004) (20)
Example Based Non-rigid Shape Detection (2006) (20)
Fully automatic segmentation of wrist bones for arthritis patients (2011) (20)
Deep Learning Based Automatic Segmentation of Pathological Kidney in CT: Local Versus Global Image Context (2017) (20)
Discriminative Joint Context for Automatic Landmark Set Detection from a Single Cardiac MR Long Axis Slice (2009) (20)
Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels (2019) (20)
Automatic Mitral Valve Inflow Measurements from Doppler Echocardiography (2008) (19)
Marginal Space Deep Learning: Efficient Architecture for Detection in Volumetric Image Data (2015) (19)
Coronary Tree Extraction Using Motion Layer Separation (2009) (19)
Image-Based Device Tracking for the Co-registration of Angiography and Intravascular Ultrasound Images (2011) (19)
Tracking Complex Objects Using Graphical Object Models (2004) (19)
Simultaneous Detection and Registration for Ileo-Cecal Valve Detection in 3D CT Colonography (2008) (19)
Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion (2004) (19)
Estimating the body portion of CT volumes by matching histograms of visual words (2009) (19)
Artificial Intelligence in Diagnostic Imaging: Status Quo, Challenges, and Future Opportunities. (2020) (18)
Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition (2018) (18)
3 D Anisotropic Hybrid Network : Transferring Convolutional Features from 2 D Images to 3 D Anisotropic Volumes (2018) (18)
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks (2020) (18)
Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints (2014) (18)
False Positive Reduction Using Multiscale Contextual Features for Prostate Cancer Detection in Multi-Parametric MRI Scans (2020) (17)
Robust 3D Segmentation of Pulmonary Nodules in Multislice CT Images (2004) (17)
3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19 (2020) (17)
Volumetric Myocardial Mechanics from 3D+t Ultrasound Data with Multi-model Tracking (2010) (17)
Precise segmentation of the left atrium in C-arm CT volumes with applications to atrial fibrillation ablation (2012) (17)
Component Fusion for Face Detection in the Presence of Heteroscedastic Noise (2003) (17)
Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation (2017) (16)
Learning-based 3D myocardial motion flowestimation using high frame rate volumetric ultrasound data (2010) (16)
A Robust Algorithm for Characterizing Anisotropic Local Structures (2004) (16)
Robust motion estimation using trajectory spectrum learning: Application to aortic and mitral valve modeling from 4D TEE (2009) (16)
Statistical Methods in Video Processing (2004) (16)
Deep Attentive Panoptic Model for Prostate Cancer Detection Using Biparametric MRI Scans (2020) (15)
Noninvasive hemodynamic assessment, treatment outcome prediction and follow-up of aortic coarctation from MR imaging. (2015) (15)
Conditional density learning via regression with application to deformable shape segmentation (2008) (15)
Passing vehicle detection from dynamic background using robust information fusion (2004) (15)
Hemodynamic Assessment of Pre- and Post-operative Aortic Coarctation from MRI (2012) (15)
User-constrained guidewire localization in fluoroscopy (2009) (14)
Multi-model Component-Based Tracking Using Robust Information Fusion (2004) (14)
Parameter Estimation for Personalization of Liver Tumor Radiofrequency Ablation (2014) (14)
A Discriminative Distance Learning-Based CBIR Framework for Characterization of Indeterminate Liver Lesions (2011) (14)
Personalized Pulmonary Trunk Modeling for Intervention Planning and Valve Assessment Estimated from CT Data (2009) (14)
Discriminative Learning for Deformable Shape Segmentation: A Comparative Study (2008) (13)
Hierarchical Part-Based Detection of 3D Flexible Tubes: Application to CT Colonoscopy (2006) (13)
Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography (2017) (13)
Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures (2011) (13)
Automatic cardiac flow quantification on 3D volume color Doppler data (2011) (13)
Model based non-invasive estimation of PV loop from echocardiography (2014) (13)
A Personalized Biomechanical Model for Respiratory Motion Prediction (2012) (13)
Lattice Boltzmann Method for Fast Patient-Specific Simulation of Liver Tumor Ablation from CT Images (2013) (13)
Marginal Space Learning for Medical Image Analysis: Efficient Detection and Segmentation of Anatomical Structures (2014) (12)
Personalized learning-based segmentation of thoracic aorta and main branches for diagnosis and treatment planning (2012) (12)
Multi-scale Vessel Boundary Detection (2005) (12)
Decision support system for multiuser remote microscopy in telepathology (1999) (12)
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment (2021) (12)
Select, Attend, and Transfer: Light, Learnable Skip Connections (2018) (12)
Generating Synthetic X-Ray Images of a Person from the Surface Geometry (2018) (12)
Comparing axial CT slices in quantized N-dimensional SURF descriptor space to estimate the visible body region (2011) (12)
Model-Based Fusion of Multi-modal Volumetric Images: Application to Transcatheter Valve Procedures (2011) (12)
Graph Based Interactive Detection of Curve Structures in 2D Fluoroscopy (2010) (12)
Automatic left ventricle detection in MRI images using marginal space learning and component-based voting (2009) (12)
Model-driven physiological assessment of the mitral valve from 4D TEE (2009) (12)
Robust discriminative wire structure modeling with application to stent enhancement in fluoroscopy (2011) (12)
Automatic Localization of Balloon Markers and Guidewire in Rotational Fluoroscopy with Application to 3D Stent Reconstruction (2012) (12)
Personalized blood flow computations: A hierarchical parameter estimation framework for tuning boundary conditions (2017) (11)
Data-Driven Reduction of a Cardiac Myofilament Model (2013) (11)
Pairwise Active Appearance Model and Its Application to Echocardiography Tracking (2006) (11)
Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images (2014) (11)
Patient-Specific Model of Left Heart Anatomy, Dynamics and Hemodynamics from 4D TEE: A First Validation Study (2011) (11)
Left ventricle endocardium segmentation for cardiac CT volumes using an optimal smooth surface (2009) (10)
Graphics processing unit accelerated one‐dimensional blood flow computation in the human arterial tree (2013) (10)
Cascaded deep decision networks for classification of endoscopic images (2017) (10)
A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes (2017) (10)
Shape-based diagnosis of the aortic valve (2009) (10)
Progressive Data Transmission for Anatomical Landmark Detection in a Cloud (2012) (10)
A Common Viewpoint on Broad Kernel Filtering and Nonlinear Diffusion (2003) (10)
Advanced intervention planning for Transcatheter Aortic Valve Implantations (TAVI) from CT using volumetric models (2013) (9)
Real Time Assistance for Stent Positioning and Assessment by Self-initialized Tracking (2012) (9)
Model-Based Esophagus Segmentation from CT Scans Using a Spatial Probability Map (2010) (9)
Automatic image-to-model framework for patient-specific electromechanical modeling of the heart (2014) (9)
A Novel Deep Learning Based Computer-Aided Diagnosis System Improves the Accuracy and Efficiency of Radiologists in Reading Biparametric Magnetic Resonance Images of the Prostate (2021) (9)
From Medical Images to Fast Computational Models of Heart Electromechanics: An Integrated Framework towards Clinical Use (2013) (9)
A deep learning approach for predicting severity of COVID-19 patients using a parsimonious set of laboratory markers (2021) (9)
AutoGate: Fast and Automatic Doppler Gate Localization in B-Mode Echocardiogram (2008) (8)
Segmentation of 3D Medical Structures Using Robust Ray Propagation (2002) (8)
Hierarchical guidewire tracking in fluoroscopic sequences (2009) (8)
Using needle detection and tracking for motion compensation in abdominal interventions (2010) (8)
Marginal Space Learning (2014) (8)
Detection of Fetal Anatomies from Ultrasound Images using a Constrained Probabilistic Boosting Tree (2007) (8)
Coronary DSA: enhancing coronary tree visibility through discriminative learning and robust motion estimation (2009) (8)
Robust and Fast Contrast Inflow Detection for 2D X-ray Fluoroscopy (2011) (8)
Automatic Extraction of 3D Dynamic Left Ventricle Model from 2D Rotational Angiocardiogram (2011) (8)
Detection and retrieval of cysts in joint ultrasound B-mode and elasticity breast images (2010) (8)
Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings (2021) (8)
Fast tracking of catheters in 2D fluoroscopic images using an integrated CPU-GPU framework (2012) (8)
Simultaneous Registration and Modeling of Deformable Shapes (2006) (8)
Coupled-Contour Tracking through Non-orthogonal Projections and Fusion for Echocardiography (2004) (7)
Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling (2015) (7)
Aortic valve and ascending aortic root modeling from 3D and 3D+t CT (2010) (7)
Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study (2015) (7)
A unified framework for uncertainty propagation in automatic shape tracking (2004) (7)
Segmentation Based Features for Lymph Node Detection from 3-D Chest CT (2011) (7)
Catheter Tracking via Online Learning for Dynamic Motion Compensation in Transcatheter Aortic Valve Implantation (2012) (7)
Molecular Diagnosis and Biomarker Identification on SELDI proteomics data by ADTBoost method (2005) (7)
Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging (2010) (7)
Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks (2021) (6)
Model-Based Estimation of 4D Relative Pressure Map from 4D Flow MR Images (2013) (6)
Robust Live Tracking of Mitral Valve Annulus for Minimally-Invasive Intervention Guidance (2015) (6)
Exploiting Interactions among Polymorphisms Contributing to Complex Disease Traits with Boosted Generative Modeling (2006) (6)
Estimation of patient-specific material properties of the mitral valve using 4D Transesophageal Echocardiography (2013) (5)
Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth (2020) (5)
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014 (2014) (5)
Towards Real-Time Cardiac Electrophysiology Computations Using GP-GPU Lattice-Boltzmann Method (2013) (5)
Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models (2014) (5)
Computational Fluid Dynamics Framework for Large-Scale Simulation in Pediatric Cardiology (2012) (5)
TCT-40 Image-Based Computation of Instantaneous Wave-free Ratio from Routine Coronary Angiography - Initial Validation by Invasively Measured Coronary Pressures (2015) (5)
Dissimilarity computation through low rank corrections (2003) (5)
A novel coupling algorithm for computing blood flow in viscoelastic arterial models (2013) (5)
Automatic Detection and Quantification of Mitral Regurgitation on TTE with Application to Assist Mitral Clip Planning and Evaluation (2012) (5)
Challenges to Validate Multi-Physics Model of Liver Tumor Radiofrequency Ablation from Pre-clinical Data (2016) (5)
Vascular landmark detection in 3D CT data (2011) (5)
Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images (2020) (4)
A note on future research in segmentation techniques applied to neurology, cardiology, mammography and pathology (2001) (4)
Anisotropic Hybrid Network for Cross-Dimension Transferable Feature Learning in 3D Medical Images (2019) (4)
Image coding using transform vector quantization with training set synthesis (2002) (4)
Automatic Personalization of the Mitral Valve Biomechanical Model Based on 4D Transesophageal Echocardiography (2013) (4)
Data-Driven Breast Decompression and Lesion Mapping from Digital Breast Tomosynthesis (2012) (4)
Parametric representations for nonlinear modeling of visual data (2001) (3)
Automatic Extraction of 3 D Dynamic Left Ventricle Model From 2 D Rotational Angiocardiogram (2011) (3)
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation (2020) (3)
Robust pigtail catheter tip detection in fluoroscopy (2012) (3)
Learning discriminative distance functions for valve retrieval and improved decision support in valvular heart disease (2010) (3)
Density estimation-based information fusion for multiple motion computation (2002) (3)
Mobile Interaction with Remote Worlds: The Acoustic Periscope (2001) (2)
Computational Decision Support for Percutaneous Aortic Valve Implantation (2010) (2)
Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images (2018) (2)
Data-Driven Model Reduction for Fast, High Fidelity Atrial Electrophysiology Computations (2015) (2)
Fractal clustering for microarray data analysis (2005) (2)
IMAGE-BASED COMPUTATION OF INSTANTANEOUS WAVE-FREE RATIO FROM ROUTINE CORONARY ANGIOGRAPHY: EVALUATION OF A HYBRID DECISION MAKING STRATEGY WITH FFR (2016) (2)
Similarity Learning for Motion Estimation (2009) (2)
Artificial Intelligence with Statistical Confidence Scores for Detection of Acute or Subacute Hemorrhage on Noncontrast CT Head Scans. (2022) (2)
Treatment Intensity Stratification in COVID-19 by Fully Automated Analysis of Pulmonary and Cardiovascular Metrics on Initial Chest CT using Deep Learning (2020) (2)
A Feedback Control Framework for Personalization of Coronary Flow Simulations during Rest and Hyperemia (2012) (2)
Training set synthesis for entropy-constrained transform vector quantization (1996) (2)
Learning distance function for regression-based 4D pulmonary trunk model reconstruction estimated from sparse MRI data (2011) (2)
Towards Pre-Clinical Validation of LBM-EP for the Planning and Guidance of Ventricular Tachycardia Ablation (2013) (1)
Privacy-Preserving and Explainable AI for Cardiovascular Imaging (2021) (1)
Artificial Intelligence for Healthcare (2020) (1)
Multimodal Data Representations with Parameterized Local Structures (2002) (1)
Aortic and Mitral Valve Modeling From Multi-Modal Image Data (2016) (1)
Brain midline shift detection and quantification by a cascaded deep network pipeline on non-contrast computed tomography scans (2021) (1)
Fractal Clustering and Knowledge-driven Validation Assessment for Gene Expression Profiling (2005) (1)
Model-based Postoperative Modeling of Stent-Based Devices from CT : Application to TAVI (2012) (1)
Data-driven computational models of heart anatomy, mechanics and hemodynamics: An integrated framework (2012) (1)
Morphologica l and Functional Modeling of the Heart Valves and Chambers (2011) (1)
Model-Based Training Set Synthesis for Vector Quantization (1999) (1)
A Framework for the Pre-clinical Validation of LBM-EP for the Planning and Guidance of Ventricular Tachycardia Ablation (2013) (1)
Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning (2017) (1)
Part-Based Object Detection and Segmentation (2014) (1)
LIP-based edge block detector for classified vector quantization (1996) (1)
Robust tracking of a virtual electrode on a coronary sinus catheter for atrial fibrillation ablation procedures (2012) (1)
Constrained Marginal Space Learning (2014) (1)
3D-2D GAN based brain metastasis synthesis with configurable parameters for fully 3D data augmentation (2023) (0)
A Framework of Wire Tracking in Image Guided Interventions (2011) (0)
Contrastive self-supervised learning from 100 million medical images with optional supervision (2022) (0)
A Framework to Train An Intelligent Agent for Image Registration Problem Formulation (2017) (0)
Comparison of Marginal Space Learning and Full Space Learning in 2D (2014) (0)
Special issue on statistical methods in video processing (2004) (0)
Robust Detection of Mitral Papillary Muscle from 4D Transesophageal Echocardiography (2014) (0)
Distribution Free Decomposition of Multivariate Data SPR ' 98 Invited submission (1998) (0)
Value of quantitative airspace disease measured on chest CT and chest radiography at initial diagnosis compared to clinical variables for prediction of severe COVID-19 (2022) (0)
Enhancement of organ of interest via background subtraction in cone beam rotational angiocardiogram (2012) (0)
Result 3 D Volume Segmenting Left Atrium Chamber and Appendage with a Model-Based Approach Segmenting Four Major Pulmonary Veins under Statistical Shape Constraints Refining Ostia Region Determining Exact Boundary between Different Parts Extracting Right Middle Pulmonary Veins Generating (2013) (0)
Robust ultrasound image analysis using learning (2010) (0)
Three-Dimensional Interactive Vascular Postprocessing Techniques: Industrial Perspective (2003) (0)
Reply to Liu et al. (2018) (0)
A book chapter template < 1 Similarity Learning For Motion Estimation (2009) (0)
Statistical methods in video processing : ECCV 2004 Workshop, SMVP 2004, Prague, Czech Republic, May 16, 2004 : revised selected papers (2004) (0)
Applications of Marginal Space Learning in Medical Imaging (2014) (0)
Comparative study of dissimilarity measures for histogram-based tracking in echocardiography (2004) (0)
Method and system for clinical decision support with local and remote analytics (2018) (0)
Progressive Data Transmission for Hierarchical Detection in a Cloud (2011) (0)
to identify system and process and compare anatomical structures using appearance of shape and (2004) (0)
Image Segmentation and Residual Coding for Very Low Bit Rate Compression (2000) (0)
Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from 2D+t MRI Slices (2011) (0)
List of contributors (2020) (0)
An Automatic Molecular Diagnosis Approach Based on Boosting Classification for ALS disease (2005) (0)
Fractional flow reserve decision support system (2017) (0)
Optimal Mean Shape for Nonrigid Object Detection and Segmentation (2014) (0)
for Interactive Indexing and Retrieval of Pat ology Images (1998) (0)
Abstract: Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation (2021) (0)
Diagnosis and biomarker identification on SELDI proteomics data by ADTBoost (2005) (0)
Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis (2022) (0)
System and method for local deformable motion analysis of a wall of the left ventricle of a heart (2004) (0)
Non-Invasive Hemodynamic Assessment of Aortic Coarctation: Validation with In Vivo Measurements (2012) (0)
System and method for detecting an occupant and a head position by using stereo detectors (2004) (0)
Nonrigid Object Segmentation: Application to Four-Chamber Heart Segmentation (2014) (0)
TCT-527 A data-driven approach combining image-based anatomical features and resting state measurements for the functional assessment of coronary artery disease. (2016) (0)
The importance of data domain on self-supervised learning for brain metastasis detection and segmentation (2023) (0)
Learning-based Detection and Tracking in Medical Imaging : A Robust Information-Fusion Approach (2012) (0)
A Validation Study of the Deep-Learning-Based Prostate Imaging Reporting and Data System Scoring Algorithm (2022) (0)
A method for mass candidate detection and an application to liver lesion detection (2011) (0)
Vector quantization clustering using lattice growing search (1996) (0)
Model Based Automated 4 D Analysis for Real-Time Free-Breathing Cardiac MRI (2012) (0)
Marginal Space Learning for Fast Detection in Large Dimensional Spaces (2007) (0)
Accurate Regression-based 4D Mitral Valve Segmentation from 2D MRI Slices (2011) (0)
Learning cardiac anatomy (2020) (0)
TCT-334 Model-Based Determination of Fractional Flow Reserve Based on Coronary Angiography – Initial Validation by Invasively Measured FFR (2014) (0)
Systems and methods for integrated medical decision support (2007) (0)

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What Schools Are Affiliated With Dorin Comaniciu?

Dorin Comaniciu is affiliated with the following schools:

Rutgers University