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Dorin Comaniciu
Artificial Intelligence, Deep Learning, Deep Reinforcement Learning, Generative Adversarial Networks, Marginal Space Deep Learning, Artificial Agents, Computer Vision, Medical Imaging, Medical Image Analysis, Motion Estimation, Precision Medicine, Precision Health, Pattern Recognition, Disease Modeling, Information Fusion, Cardiology
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Данные linkpad ( 18 Апреля 2016 ) | |
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Внешние ссылки главной страницы ( 107 ) | |
linkedin.com/in/dorincomaniciu | linkedin.com/in/dorincomaniciu |
healthcare.siemens.com | Siemens Healthineers |
siemens-healthineers.com/en-us/press-room/press-releases/svp... | National Academy of Medicine |
ieee.org | IEEE |
awards.acm.org/award_winners/comaniciu_9798946 | ACM |
miccai.org/2015-list-miccai-fellows | Medical Image Computing and Computer Assisted Intervention Society |
aimbe.org | American Institute for Medical and Biological Engineering |
healthcare.siemens.com/ultrasound/news-and-innovations/advan... | application |
rdmag.com/award-winners/2015/10/getting-heart-visualization | 2015 R&D 100 Awards |
youtube.com/watch?v=QrsKMu66m2A | syngo.CT Bone Reading |
accscientificsession.org | American College of Cardiology |
asecho.org | American Society of Echocardiography |
youtube.com/watch?v=VPXP3PgcnLM | TAVI with Artis phono |
ehealthnews.eu/siemens/2259-siemens-wins-2010-techno-college... | 2010 Innovation Award |
eacts.org | European Association for Cardio-Thoracic Surgery |
ismrm.org | International Society for Magnetic Resonance in Medicine |
siemens.com/press/pool/de/pressemitteilungen/2016/Healthcare... | first |
healthcare.siemens.com/magnetic-resonance-imaging/options-an... | Compressed Sensing Cardiac Cine |
goo.gl/AmFD6x | first patient positioning system powered by artificial intelligence |
healthcare.siemens.com/computed-tomography/technologies-inno... | Automated Precise Patient Positioning |
en.wikipedia.org/wiki/Longuet-Higgins_Prize | 2010 IEEE Longuet-Higgins Prize |
en.wikipedia.org/wiki/List_of_prolific_inventors | Wikipedia's list of prolific inventors |
patft.uspto.gov/netacgi/nph-Parser?Sect1=PTO2&Sect2=HITOFF&p... | 300 patents |
worldwide.espacenet.com/searchResults?DB=EPODOC&IN=%22Dorin+... | 500 patent applications |
en.wikipedia.org/wiki/Conference_on_Computer_Vision_and_Patt... | CVPR |
miccai.org | MICCAI |
springer.com/computer/image+processing/book/978-1-4939-0599-... | <img> |
scholar.google.com/citations?user=-XZ2HrAAAAAJ | 45,000 citations |
en.wikipedia.org/wiki/Mean_shift | Mean Shift |
wharton.upenn.edu | University of Pennsylvania's Wharton School |
ece.rutgers.edu | Rutgers University |
upb.ro/en/en | Polytechnic University of Bucharest |
utm.ro/ | Titu Maiorescu University of Bucharest |
youtube.com/watch?v=dSpr77OLj-I | Meet your Digital Twin |
healthcare.siemens.com/angio/options-and-upgrades/clinical-s... | syngo TrueFusion |
healthcare.siemens.com/ultrasound/news-and-innovations/advan... | eSie Valves |
youtube.com/watch?v=S534rHA5dSg | ACUSON SC2000 PRIME |
healthcare.siemens.com/angio/options-and-upgrades/clinical-s... | syngo Aortic ValveGuide |
healthcare.siemens.com/computed-tomography/options-upgrades/... | CT TAVI Planning |
healthcare.siemens.com/angio/options-and-upgrades/clinical-s... | CLEARstent |
healthcare.siemens.com/angio/options-and-upgrades/clinical-s... | CLEARstent Live |
healthcare.siemens.com/angio/options-and-upgrades/clinical-s... | IVUSmap |
healthcare.siemens.com/clinical-specialities/surgery/surgica... | EVAR Guidance Engine: Automated Workflow for Endovascular Repair |
healthcare.siemens.com/ultrasound/general-imaging/acuson-s30... | eSie Fusion |
healthcare.siemens.com/ultrasound/cardiovascular/acuson-sc20... | eSie LVA, eSie PISA, eSie Measure |
youtube.com/watch?v=qztFuyD10RU | ACUSON SC2000 - Increased Ultrasound Productivity |
healthcare.siemens.com/ultrasound/options-and-upgrades/clini... | syngo Auto Left Heart |
healthcare.siemens.com/magnetic-resonance-imaging/options-an... | AutoAlign Heart |
healthcare.siemens.com/magnetic-resonance-imaging/options-an... | syngo.MR Cardiac 4D Ventricular Function |
healthcare.siemens.com/magnetic-resonance-imaging/options-an... | syngo inline Ventricular Function |
healthcare.siemens.com/computed-tomography/options-upgrades/... | syngo.CT Coronary Analysis |
healthcare.siemens.com/computed-tomography/options-upgrades/... | syngo.CT Cardiac Function |
healthcare.siemens.com/magnetic-resonance-imaging/options-an... | MyoMaps |
healthcare.siemens.com/computed-tomography/options-upgrades/... | syngo.CT Vascular Analysis |
healthcare.siemens.com/ultrasound/options-and-upgrades/clini... | syngo Auto OB Measurements |
cbmm.mit.edu/summer-school/2018 | Brains, Minds and Machines |
cmu.edu/bme/bmeforum/speakers.html | Carnegie Mellon Forum on Frontiers in Biomedical Engineering |
nasci.org/Meetings/2018-Meeting/2018-NASCI-Program#44012513-... | Artificial Intelligence in Cardiovascular Imaging: Friend or Foe |
mlim-cornell.club/mlim-symposium | Bridging the Divide: Machine Learning in Medicine |
youtu.be/ZSLkN3Q2JLg | Machine Learning in Image Analysis: A Diagnostician's Best Friend...or Replacement? |
goo.gl/Nmc4Uh | Siemens Cinematic Rendering |
dotmed.com/news/story/27660 | here |
dotmed.com/magazine/cinematic_knee.html | images |
fimh2017.joomla.com | Functional Imaging and Modeling of the Heart 2017 |
cbmm.mit.edu/sites/default/files/documents/BMM2017%20-%20Sch... | Center for Brains, Minds and Machines - MIT, Summer School 2017 |
siemens.com/press/en/presspicture/?press=/en/presspicture/20... | Siemens Inventor of the Year 2016 Award |
cbmm.mit.edu/summer-school/2016 | Center for Brains, Minds and Machines - MIT, Summer School 2016 |
cai2r.net/i2i | i2i Workshop: The Changing Face of Biomedical Imaging - NYU 2016 |
undark.org/article/medical-imaging-cinematic-rendering/ | Medical Imaging Goes to the Movies |
youtube.com/watch?v=h9-BJwFPMWQ | YouTube Video |
cbmm.mit.edu/deep-learning-workshop-2016 | Deep Learning: Theory, Algorithms and Applications |
aec.at/postcity/en/cinematic-rendering/ | Ars Electronica |
cbmm.mit.edu/summer-school/2015 | Center for Brains, Minds and Machines - MIT, Summer School |
amazon.com/Marginal-Space-Learning-Medical-Analysis/dp/14939... | amazon link |
ismrm.org/challenge/ | 2014 ISMRM Challenge on Sub-Nyquist Reconstruction |
rdmag.com/award-winners/2014/08/flattening-yields-faster-ct | 2014 R&D 100 Awards |
youtube.com/watch?v=CZrGKOvzanE | <img> |
siemens.com/innovation/apps/pof_microsite/_pof-spring-2014/_... | Information Fusion in the Operating Room |
miccai2013.org/ | MICCAI 2013 |
youtube.com/watch?v=FrBieL21iHY | DALi (Devices for Assisted Living) |
euronews.com/2013/09/23/visions-from-the-heart/ | Sim-e-Child |
nj.com/business/index.ssf/2011/11/princeton_inventor_refines... | Link to web version |
youtube.com/watch?v=S_fOiBkGgrY | <img> |
rsfs.royalsocietypublishing.org/content/1/3.toc | special issue on "The Virtual Physiological Human" |
ncbi.nlm.nih.gov/pubmed/29029109 | Early diagnosis of acute coronary syndrome |
ncbi.nlm.nih.gov/pubmed/28097603 | Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation |
link.springer.com/chapter/10.1007/978-3-319-66182-7_23 | Robust Multiscale Anatomical Landmark Detection in Incomplete 3D-CT Data |
arxiv.org/abs/1707.08037 | Automatic Liver Segmentation using an Adversarial Image-to-Image Network |
link.springer.com/chapter/10.1007%2F978-3-319-66179-7_57 | Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes |
arxiv.org/abs/1611.10336 | An Artificial Agent for Robust Image Registrations |
arxiv.org/pdf/1705.05998.pdf | Automatic Localization and Labeling of Vertebrae in 3D CT using Deep Image-to-Image Network with Message Passing and Sparse Repr... |
spiedigitallibrary.org/conference-proceedings-of-spie/10133/... | Cascaded Deep Decision Networks for Classification of Endoscopic Images |
ncbi.nlm.nih.gov/pubmed/26596195 | Comparison of Fractional Flow Reserve Based on Computational Fluid Dynamics Modeling Using Coronary Angiographic Vessel Morpholo... |
onlinelibrary.wiley.com/doi/10.1002/cnm.2803/abstract | Personalized Blood Flow Computations: A Hierarchical Parameter Estimation Framework for Tuning Boundary Conditions |
link.springer.com/chapter/10.1007/978-3-319-46726-9_27 | An Artificial Agent for Anatomical Landmark Detection in Medical Images |
pcronline.com/eurointervention/AbstractsEuroPCR2016_issue/ab... | From Rest to Hyperemia: Initial Validation of a Data-Driven Approach for Functional Assessment of Coronary Lesions |
content.onlinejacc.org/article.aspx?articleid=2452313 | Image-Based Computation of Instantaneous Wave-free Ratio from Routine Coronary Angiography-Initial Validation by Invasively Meas... |
sciencedirect.com/science/article/pii/S0167865515001270 | Robust Object Tracking Using Semi-supervised Appearance Dictionary Learning |
link.springer.com/chapter/10.1007/978-3-319-20309-6_53 | Data-Driven Model Reduction for Fast, High Fidelity Atrial Electrophysiology Computations |
hal.inria.fr/hal-01241896/document | Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study |
content.onlinejacc.org/article.aspx?articleid=1904063#tab1.p... | Model-Based Determination of Fractional Flow Reserve Based on Coronary Angiography-Initial Validation by Invasively Measured FFR |
ieeexplore.ieee.org/xpl/freeabs_all.jsp?isnumber=4019425&arn... | Reliable Detection of Overtaking Vehicles Using Robust Information Fusion |
stat.ucla.edu/~abarbu/Research/RSNA2006_RectalTube.ppt | Learning-based Component for Suppression of Rectal Tube False Positives: Evaluation of Performance on 780 CTC Cases |
people.csail.mit.edu/billf/wtf.html | Bill Freeman |
cs.toronto.edu/~fleet/ | David Fleet |
personal.stevens.edu/~ccomanic/ | Cristina |
statcounter.com/ | <img> |
Внутренние ссылки главной страницы ( 186 ) | |
Papers/InnovativeMinds.pdf | Innovative Minds |
Talks/Talks.html | keynote talks |
Talks/DHC18.html | honorary doctorate |
Papers/MultiscaleAnatomicalLandmarks_MICCAI17.pdf | Multi-scale Deep Reinforcement Learning for Anatomical Landmarks Detection |
Papers/FromMedicalImagingToPrecisionMedicine_MIA16.pdf | Shaping the Future through Innovations: From Medical Imaging to Precision Medicine |
Papers/MultiscaleDeepReinforcementLearning_PAMI18.pdf | Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans |
Papers/MarginalSpaceDeepLearning_TMI16.pdf | Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing |
Papers/ArtificialAgent_MultiPhysicsComputations_MIA16.pdf | A Self-Taught Artificial Agent for Multi-Physics Computational Model Personalization |
Papers/DOTmed Healthcare Business News 11-15_CinematicRender... | interview |
Papers/Thinking Healthcare Ahead_Trendbook_2015 - Page_86-91... | Thinking Healthcare Ahead |
Papers/SemanticSearch_MedicalImages_SPIE11.pdf | Combined Semantic and Similarity Search in Medical Image Databases |
Papers/WholeBodyCT_SPIE09.pdf | Hierarchical Parsing and Semantic Navigation of Full Body CT Data |
Papers/StarLedger_2011_11_06.pdf | A novel vision for hands-off surgery |
Papers/PatientSpecificHeartModeling_RoyalSociety_2011.pdf | Patient-Specific Modeling of the Whole Heart Anatomy, Dynamics and Hemodynamics from 4D Cardiac CT Images |
Papers/ModelingMitralValveRepair_MIA17.pdf | Towards Patient-Specific Modeling of Mitral Valve Repair: 3D Tranesophageal Echocardiography-derived Parameter Estimation |
Papers/PersonalizedMitralValveClosure_MIA17.pdf | Personalized Mitral Valve Closure Computation and Uncertainty Analysis from 3D Echocardiography |
Papers/MachineLearning_FFR_Computation_JAP16.pdf | A Machine Learning Approach for Computation of Fractional Flow Reserve from Coronary Computed Tomography |
Papers/DeepDecisionNetwork_CVPR16.pdf | Deep Decision Network for Multi-Class Image Classification |
Papers/HepaticTumorAblation_LBM_Solver_TMI15.pdf | Patient-Specific Lattice Boltzmann Model of Radio-Frequency Hepatic Tumor Ablation |
Papers/PatientSpecificHemodynamics_JCP15.pdf | A Parameter Estimation Framework for Patient-Specific Hemodynamic Computations |
Papers/ModelingFailingHeart_PLoS_ONE15.pdf | Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart |
Papers/AorticCoarctationAssessment_MP15.pdf | Non-Invasive Hemodynamic Assessment, Treatment Prediction and Follow-up of Aortic Coarctation from MR Imaging |
Papers/MarginalSpaceDeepLearning_MICCAI15.pdf | Marginal Space Deep Learning: Effcient Architecture for Detection in Volumetric Image Data |
Papers/3D_DeepLearningLandmark_MICCAI15.pdf | 3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data |
Papers/Vito_MultiPhysicsHeartModeling_MICCAI15.pdf | Vito - A Generic Agent for Multi-Physics Model Personalization: Application to Heart Modeling |
Papers/RealTimeValves_MICCAI15.pdf | Robust Live Tracking of Mitral Valve Annulus for Minimally-Invasive Intervention Guidance |
Papers/CardiacElectricalDiffusivity_MIA14.pdf | Data-Driven Estimation of Cardiac Electrical Diffusivity from 12-Leed ECG Signals |
Papers/FetalHeadMeasurements_TMI14.pdf | Automatic Detection and Measurement of Structures in Fetal Head Ultrasound Volumes Using Sequential Estimation and Integrated De... |
Papers/LeftAtriumSegmentation_TMI14.pdf | Multi-Part Modeling and Segmentation of Left Atrium in C-Arm CT for Image-Guided Ablation of Atrial Fibrillation |
Papers/*.pdf | A Framework for Wire Tracking in Image Guided Interventions |
Papers/LiverAblation_MICCAI14.pdf | Parameter Estimation For Personalization of Liver Tumor Radiofrequency Ablation |
Papers/AngioIVUS_CoReg_TMI13.pdf | Image-based Co-Registration of Angiographjy and Intravascular Ultrasound Image |
Papers/SpineDetectionLabeling_MIA13.pdf | Spine Detection in CT amd MR using Iterated Marginal Space Learning |
Papers/HemodynamicsAortaCoarctation_ABE13.pdf | Non-Invasive Hemodynamic Assesment of Aortic Coarctation: Validation with In-Vivo Measurements |
Papers/LearningBasedDetectionTracking_Springer13.pdf | Learning-Based Detection and Tracking in Medical Imaging: A Probabilistic Approach |
Papers/LymphNodes_MIA13.pdf | Lymph Node Detection and Segmentation in Chest CT Data using Discriminative Learning and a Spatial Prior |
Papers/MaterialPropertiesMitralValve_ISBI13.pdf | Estimation of Patient-Specific Material Properties of the Mitral Valve using 4D Transesophageal Echocardiography |
Papers/Planning_TAVI_ISBI13.pdf | Advanced Intervention Planning for Transcatheter Aortic Valve Implantations (TAVI) from CT using Volumetric Models |
Papers/4DCardiacMR_ISMRM13.pdf | Model Based Automated 4D Analysis for Real-Time Free-Breathing Cardiac MRI |
Papers/TranscatheterAorticValveImplantation_TMI12.pdf | Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT for Transcatheter Valve Implantation |
Papers/MitralValveBiomechanics_MIA12.pdf | An Integrated Framework for Finite-Element Modeling of Mitral Valve Biomechanics from Medical Images: Application to MitraClip I... |
Papers/CompleteValvularHeartApparatus_MIA12.pdf | Complete Valvular Heart Apparatus Model from 4D Cardiac CT |
Papers/LymphNodesTMI_2011.pdf | Automatic Detection and Segmentation of Lymph Nodes from CT Data |
Papers/HeartValves_Springer12.pdf | Morphological and Functional Modeling of the Heart Valves and Chambers |
Papers/BalloonMarkersGuidewire_ECCV12.pdf | Automatic Localization of Balloon Markers and Guidewire in Rotational Fluoroscopy with Application to 3D Stent Reconstruction |
Papers/MotionCompensation_TAVI_MICCAI12.pdf | Catheter Tracking via Online Learning for Dynamic Motion Compensation in Transcatheter Aortic Valve Implantation |
Papers/LBM_EP_MICCAI12.pdf | LBM-EP: Lattice-Boltzmann Method for Fast Cardiac Electrophysiology Simulation from 3D Images |
Papers/AorticCoarctation_MICCAI12.pdf | Hemodynamic Assessment of Pre- and Post-operative Aortic Coarctation from MRI |
Papers/CoronaryFlowSimulations_EMBC2012.pdf | A Framework for Personalization of Coronary Flow Simulations during Rest and Hyperemia |
Papers/BackgroundSubtraction_ISBI12.pdf | Enhancement of Organ of Interest via Background Subtraction in Cone Beam Rotational Angiocardiogram |
Papers/AortaSegmentationMRI_ISBI12.pdf | Personalized Learning-based Segmentation of Thoracic Aorta and Main Branches for Diagnosis and Treatment Planning |
Papers/LASegmentation_ISBI12.pdf | Precise segmentation of the left atrium in C-arm CT volumes with applications to atrial fibrillation ablation |
Papers/BoneLesionDetection_SPIE12.pdf | Multi-Stage Osteolytic Spinal Bone Lesion Detection from CT Data with Internal Sensitivity Control |
Papers/RobustPigtailDetection_SPIE12.pdf | Robust Pigtail Catheter Tip Detection in Fluoroscopy |
Papers/CollaborativeTrackers_TMI_2011.pdf | Prediction-based Collaborative Trackers: A Robust and Accurate Approach toward 3D Medical Object Tracking |
Papers/Esophagus_TMI11.pdf | A Probabilistic Model for Automatic Segmentation of the Esophagus in 3-D CT Scans |
Papers/3DMRI_TissueClassification_PMB11.pdf | A Discriminative Model-Constrained EM Approach to 3D MRI Brain Tissue Classification and Intensity Non-Uniformity Correction |
Papers/AngioIvusCoreg_MICCAI11.pdf | Image-Based Device Tracking for the Co-registration of Angiography and Intravascular Ultrasound Images |
Papers/FusionValves_MICCAI11.pdf | Model-Based Fusion of Multi-modal Volumetric Images: Application to Transcatheter Valve Procedures |
Papers/ContrastInflowDetection_MICCAI11.pdf | Robust and Fast Contrast Inflow Detection for 2D X-ray Fluoroscopy |
Papers/MitralClip_MICCAI11.pdf | Towards Patient-Specific Finite-Element Simulation of MitralClip Procedure |
Papers/CoronaryStenoses_MICCAI11.pdf | Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography |
Papers/CoronaryOstia_MICCAI11.pdf | Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures |
Papers/DynamicLeftVentricle_MICCAI11.pdf | Automatic Extraction of 3D Dynamic Left Ventricle Model from 2D Rotational Angiocardiogram |
Papers/LeftAtrium_MICCAI11.pdf | Multi-Part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation Ablation |
Papers/AutomaticView_CardiacMRI_MICCAI11.pdf | Automatic View Planning for Cardiac MRI Acquisition |
Papers/MitralValve_MICCAI11.pdf | Robust Physically-Constrained Modeling of the Mitral Valve and Subvalvular Apparatus |
Papers/MitralValve_MRI_MLMI11.pdf | Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from 2D+t MRI Slices |
Papers/LiverLesions_MCBR11.pdf | A Discriminative Distance Learning-Based CBIR Framework for Characterization of Indeterminate Liver Lesions |
Papers/CatheterTracking_CVPR11.pdf | Learning-based Hypothesis Fusion for Robust Catheter Tracking in 2D X-ray Fluoroscopy |
Papers/StentEnhancement_CVPR11.pdf | Robust Discriminative Wire Structure Modeling with Application to Stent Enhancement in Fluoroscopy |
Papers/LeftHeart_FIMH11.pdf | Patient-Specific Model of Left Heart Anatomy,Dynamics and Hemodynamics from 4D TEE: A First Validation Study |
Papers/VentriclesMRI_FIMH11.pdf | Automatic Delineation of Left and Right Ventricles in Cardiac MRI Sequences Using a Joint Ventricular Model |
Papers/VascularLandmarks_SPIE11.pdf | Vascular Landmark Detection in 3D CT Data |
Papers/VesselnessMeasurement_SPIE11.pdf | Machine Learning Based Vasselness Measurement for Coronary Artery Segmentation in Cardiac CT Volumes |
Papers/ColorFlow_ISBI11.pdf | Automatic Cardiac Flow Quantification on 3D Volume Color Doppler Data |
Papers/SegmentationWristBones_ISBI11.pdf | Fully Automatic Segmentation of Wrist Bones for Arthritis Patients |
Papers/AorticMitralValves_TMI10.pdf | Patient-Specific Modeling and Quantification of the Aortic and Mitral valves from 4D Cardiac CT and TEE |
Papers/LymphNodes_MICCAI10.pdf | Automatic Detection and Segmentation of Axillary Lymph Nodes |
Papers/AllValves_MICCAI10.pdf | Complete Valvular Heart Apparatus Model from 4D Cardiac CT |
Papers/TAVI_Segmentation_MICCAI10.pdf | Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT: Application to Aortic Valve Implantation |
Papers/CardiacAnchoring_MICCAI10.pdf | Cardiac Anchoring in MRI through Context Modeling |
Papers/PulmonaryTrunk_MICCAI10.pdf | Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment using CT and MRI Imaging |
Papers/.pdf | Graph Based Interactive Detection of Curve Structures in 2D Fluoroscopy |
Papers/SpineDetection_MCV10.pdf | Detection of 3D Spinal Geometry using Iterated Marginal Space Learning |
Papers/MultipleObjectDetection_CVPR10.pdf | Multiple Object Detection by Sequential Monte Carlo and Hierarchical Detection Network |
Papers/LymphNodeDetection_CVPR10.pdf | Lymph Node Detection in 3-D Chest CT using a Spatial Prior Probability |
Papers/LandmarkDetection_CVPR10.pdf | Search Strategies for Multiple Landmark Detection by Submodular Maximization |
Papers/NeedleDetectionTracking_ISBI10.pdf | Using Needle Detection and Tracking for Motion Compensation in Abdominal Interventions |
Papers/ContinuousDensityPropagation_PAMI09.pdf | Visual Tracking by Continuous Density Propagation in Sequential Bayesian Filtering Framework |
Papers/TrajectorySpectrumLearning_ICCV09.pdf | Robust Motion Estimation using Trajectory Spectrum Learning: Application to Aortic and Mitral Valve Modeling from 4D TEE |
Papers/FollicleQuantification_ICCV09.pdf | Automatic Ovarian Follicle Quantification from 3D Ultrasound Data Using Global/Local Context with Database Guided Segmentation |
Papers/MarginalSpaceLearning_IPMI09.pdf | Marginal Space Learning for Efficient Detection of 2D/3D Anatomical Structures in Medical Images |
Papers/CardiacMRLandmark_FIMH09.pdf | Discriminative Joint Context for Automatic Landmark Set Detection from a Single Cardiac MR Long Axis Slice |
Papers/LeftVentricleMR_CVPR09.pdf | Robust Object Detection using Marginal Space Learning and Ranking-Based Multi-Detector Aggregation: Application to Left Ventricl... |
Papers/FetalFace_CVPR09.pdf | Automatic Fetal Face Detection from Ultrasound Volumes via Learning 3D and 2D Information |
Papers/ConstrainedMSL_CVPR09.pdf | Constrained Marginal Space Learning for Efficient 3D Anatomical Structure Detection in Medical Images |
Papers/CoronaryTree_MICCAI09.pdf | Coronary Tree Extraction using Motion Layer Separation |
Papers/CoronaryDSA_MICCAI09.pdf | Dynamic Layer Separation for Coronary DSA and Enhancement in Fluoroscopic Sequences |
Papers/BrainStructureMRI_MICCAI09.pdf | Fast and Robust 3D MRI Brain Structure Segmentation |
Papers/EsophagusSegmentation_MICCAI09.pdf | Segmentation of the Esophagus from 3D CT Data using a Probabilistic Model |
Papers/AorticMitralCoupling_MICCAI09.pdf | Personalized Modeling and Assessment of the Aortic-Mitral Valve Coupling from 4D TEE and CT |
Papers/PulmonaryTrunk_MICCAI09.pdf | Personalized Pulmonary Trunk Modeling for Intervention Planning and Valve Assessment Estimated from CT Data |
Papers/HeartModeling_TMI08.pdf | Four-Chamber Heart Modeling and Automatic Segmentation for 3D Cardiac CT Volumes using Marginal Space Learning and Steerable Fea... |
Papers/SequentialKernelDensity_PAMI08.pdf | Sequential Kernel Density Approximation: Application to Real-Time Visual Tracking |
Papers/DetectionFetalAnatomies_TMI08.pdf | Detection and Measurement of Fetal Anatomies from Ultrasound Images using Constrained Probabilistic Boosting Tree |
Papers/LiverSegm_CVPR08.pdf | Hierarchical Learning-based Automatic Liver Segmentation |
Papers/3DLvTracking_CVPR08.pdf | 3D Ultrasound Tracking of the Left Ventricles Using One-Step Forward Prediction and Data Fusion of Collaborative Trackers |
Papers/PolypSegm_CVPR08.pdf | Accurate Polyp Segmentation for 3D CT Colonography uSing Multi-Staged Probabilistic Binary Learning and Compositional Model |
Papers/DeformableShapeSegm_CVPR08.pdf | Conditional Density Learning via Regression with Application to Deformable Shape Segmentation |
Papers/SemanticIndexing_CVPR08.pdf | Semantic-based Indexing of Fetal Anatomies from 3-D Ultrasound Data Using Global/Semi-local Context and Sequential Sampling |
Papers/BrainTumorSegmentation_MICCAI08.pdf | A Discriminative Model-Constrained Graph Cuts Approach to Fully Automated Pediatric Brain Tumor Segmentation in 3-D MRI |
Papers/AorticValve_MICCAI08.pdf | Dynamic Model-Driven Quantitative and Visual Evaluation of the Aortic Valve from 4D CT |
Papers/MVInflow_MICCAI08.pdf | Automatic Mitral Valve Inflow Measurements from Doppler Echocardiography |
Papers/AutoGate_MICCAI08.pdf | AutoGate: Fast and Automatic Doppler Gate Localization in B-Mode Echocardiogram |
Papers/AutoMPR_ISBI08.pdf | Automatic Detection of Standard Planes in 3D Echocardiography |
Papers/VesselDetection_ISBI08.pdf | A Learning-Based Hierarchical Model for Vessel Segmentation |
Papers/HeartSegmentation_ICCV07.pdf | Fast Automatic Heart Chamber Segmentation from 3D CT Data Using Marginal space Learning and Steerable Features |
Papers/HierarchicalFramework_ICCV07.pdf | A Probabilistic, Hierarchical and Discriminant Framework for Rapid and Accurate Detection of Deformable Anatomic Structures |
Papers/ViewClassification_ICCV07.pdf | Automatic Cardiac View Classification of Echocardiogram |
Papers/ShapeRegressionMachine_IPMI07.pdf | Shape Regression Machine |
Papers/GuidewireLocalization_CVPR07.pdf | Hierarchical Learning of Curves: Application to Guidewire Localization in Fluoroscopy |
Papers/PBN_CVPR07.pdf | Joint Real-Time Object Detection and Pose Estimation Using Probabilistic Boosting Network |
Papers/BoostingRegression_CVPR07.pdf | A Boosting Regression Approach to Medical Anatomy Detection |
Papers/AutoOB_MICCAI07.pdf | Automatic Fetal Measurements in Ultrasound using Constrained Probabilistic Boosting Tree |
Papers/TVA_PAMI.pdf | Total Variation Models for Variable Lighting Face Recognition |
Papers/PolypBoostingTree_CVPR06.pdf | Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment |
Papers/MultiClassBoosting_CVPR06.pdf | Image-based multiclass boosting and echocardiographic view classification |
Papers/BoostMotion_CVPR06.pdf | BoostMotion: Boosting a Discriminative Similarity Function for Motion Estimation |
Papers/RegistrationShape_CVPR06.pdf | Simultaneous Registration and Modeling of Deformable Shapes |
Papers/Health-e-Child_HG06.pdf | Health-e-Child: An Integrated Biomedical Platform for Grid-Based Pediatrics |
Papers/DatabaseGuidedVolumetric_ECCV06.pdf | Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data |
Papers/ColonSegmentationDetagging_ECCV06.pdf | A Learning Based Approach for 3D Segmentation and Colon Detagging |
Papers/NonrigidShapeDetection_ECCV06.pdf | Example Based Non-rigid Shape Detection |
Papers/PairwiseAAM_MICCAI06.pdf | Pairwise Active Appearance Model and its Application to Echocardiography Tracking |
Papers/PartBasedDetection_MICCAI06.pdf | Hierarchical Part-Based Detection of 3D Flexible Tubes: Application to CT Colonoscopy |
Papers/PulmonaryNodules_TMI.pdf | Robust Anisotropic Gaussian Fitting for Volumetric Characterization of Pulmonary Nodules in Multislice CT |
Papers/Fusion_PAMI.pdf | An Information Fusion Framework for Robust Shape Tracking |
Papers/DatabaseGuidedSegmentation_CVPR05.pdf | Database-Guided Segmentation of Anatomical Structures with Complex Appearance |
Papers/BayesianFiltering_CVPR05.pdf | Kernel-Based Bayesian Filtering for Object Tracking |
Papers/ImageBasedRegression_ICCV05.pdf | Image-Based Regression Using Boosting Method |
Papers/MyocardialBorderTracking_TMI.pdf | Robust Real-Time Tracking of Myocardial Border: An Information Fusion Approach |
Papers/DiffusionMS_IVC.pdf | A Common Framework for Nonlinear Diffusion, Adaptive Smoothing, Bilateral Filtering and Mean Shift |
Papers/PassingVehicleDetection_ITS04.pdf | Passing Vehicle Detection from Dynamic Background using Robust Information Fusion |
Papers/AnisotropicScaleSpace_CVPR04.pdf | Scale Selection for Anisotropic Scale-Space: Application to Volumetric Tumor Characterization |
Papers/DensityApproximation_CVPR04.pdf | Incremental Density Approximation and Kernel-based Bayesian Filtering for Object Tracking |
Papers/UncertaintyPropagation_CVPR04.pdf | A Unified Framework forUncertainty Propagation in Automatic Shape Tracking |
Papers/MultimodelTracking_SMVP04.pdf | Multi-Model Component-based Tracking using Robust Information Fusion |
Papers/MultiModelTracking_MICCAI04.pdf | Real-Time Multi-Model Tracking of Myocardium in Echocardiography using Robust Information Fusion |
Papers/PulmonaryNodules_MICCAI04.pdf | Robust 3D Segmentation of Pulmonary Nodules in Multislice CT Images |
Papers/KernelTracking.pdf | PAMI'03 paper |
Papers/BandwidthSelection.pdf | An Algorithm for Data-Driven Bandwidth Selection |
Papers/DissimilarityComputation.pdf | Dissimilarity Computation through Low Rank Corrections |
Papers/FusionForMotion.pdf | CVPR'03 paper |
Papers/ComponentFusion.pdf | Component Fusion for Face Detection in the Presence of Heteroscedastic Noise |
Papers/ConditionalFeatureSensitivity.pdf | Conditional Feature Sensitivity: A Unifying View on Active Recognition and Feature Selection |
Papers/MsRobustApproach.pdf | Mean Shift: A Robust Approach toward Feature Space Analysis |
Papers/sgn.pdf | Image Coding using Transform Vector Quantization with Training Set Synthesis |
Papers/AdaptiveResolution.pdf | Adaptive Resolution System for Distributed Surveillance |
Papers/3D_RobustRayPropagation.pdf | Segmentation of 3D Medical Structures using Robust Ray Propagation |
Papers/SmartCameras.pdf | Smart Cameras with Real-Time Video Object Generation |
Papers/ImageSegmentationClustering.pdf | Image Segmentation using Clustering with Saddle Point Detection |
Papers/BayesianKernelTracking.pdf | Bayesian Kernel Tracking |
Papers/SaddlePoint.pdf | Multivariate Saddle Point Detection for Statistical Clustering |
Papers/MultimodalRepresentations.pdf | Multimodal Data Representations with Parameterized Local Structures |
Papers/AdaptiveMs.pdf | The Variable Bandwidth Mean Shift and Data-Driven Scale Selection |
Papers/RayPropagation.pdf | Vessel Detection by Mean-Shift Based Ray Propagation |
Papers/Parametric.pdf | Parametric Representations for Nonlinear Modeling of Visual data |
Papers/MsTracking.pdf | Real-Time Tracking of Non-Rigid Objects using Mean Shift |
Papers/StatisticalModeling.pdf | Statistical Modeling and Performance Characterization of a Real-Time Dual Camera Surveillance System |
Papers/TrackingPrediction.pdf | Mean Shift and Optimal Prediction for Efficient Object Tracking |
Papers/FaceTracking.pdf | Robust Detection and Tracking of Human Faces with an Active Camera |
Papers/LymphomasLeukemia_ITB.pdf | Computer-Assisted Discrimination among Malignant Lymphomas and Leukemia |
Papers/MsAnalysis.pdf | Mean Shift Analysis and Applications |
Papers/Cluster.pdf | Distribution Free Decomposition of Multivariate Data |
Papers/Pathosys.pdf | Image Guided Decision Support System for Pathology |
Papers/BimodalSystemPathology.pdf | Bimodal System for Interactive Indexing and Retrieval of Pathology Images |
OLD/igds.mpg | Video |
Papers/RobustAnalysisFeatureSpaces.pdf | Robust Analysis of Feature Spaces: Color Image Segmentation |
VIDEO/VBDF_Tracking.avi | Video sequence |
VIDEO/VBDF.avi | <img> |
VIDEO/Football.avi | <img> |
VIDEO/Football2.avi | <img> |
VIDEO/Dorin.avi | <img> |
AlexandraAntonia/AlexandraAntonia.html | Alexandra and Antonia |
Romania/romania.html | Pictures of Romania |
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