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Author Details

Dorin Comaniciu
Siemens Healthineers
2000
115
29
PMIDPaper TitleJournal TitlePublished Year
36466078Contrastive self-supervised learning from 100 million medical images with optional supervision.J Med Imaging (Bellingham)2022
35652116Artificial Intelligence with Statistical Confidence Scores for Detection of Acute or Subacute Hemorrhage on Noncontrast CT Head Scans.Radiol Artif Intell2022
35721308Value of quantitative airspace disease measured on chest CT and chest radiography at initial diagnosis compared to clinical variables for prediction of severe COVID-19.J Med Imaging (Bellingham)2022
32966215No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks.IEEE Trans Med Imaging2021
33686818Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings.Korean J Radiol2021
33767226Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks.Sci Rep2021
33787537A Novel Deep Learning Based Computer-Aided Diagnosis System Improves the Accuracy and Efficiency of Radiologists in Reading Biparametric Magnetic Resonance Images of the Prostate: Results of a Multireader, Multicase Study.Invest Radiol2021
34870131A deep learning approach for predicting severity of COVID-19 patients using a parsimonious set of laboratory markers.iScience2021
34015595Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment.Med Image Anal2021
33934177Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort.Eur Radiol2021
33260116Quantifying and leveraging predictive uncertainty for medical image assessment.Med Image Anal2021
328616473D Printing, Computational Modeling, and Artificial Intelligence for Structural Heart Disease.JACC Cardiovasc Imaging2021
32171914Validation of a fully automated liver segmentation algorithm using multi-scale deep reinforcement learning and comparison versus manual segmentation.Eur J Radiol2020
33928255Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT.Radiol Artif Intell2020
33202680Autonomous Detection and Classification of PI-RADS Lesions in an MRI Screening Population Incorporating Multicenter-Labeled Deep Learning and Biparametric Imaging: Proof of Concept.Diagnostics (Basel)2020
32550252Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT.ArXiv2020
32205816Artificial Intelligence in Diagnostic Imaging: Status Quo, Challenges, and Future Opportunities.J Thorac Imaging2020
30898208Artificial Intelligence in Cardiovascular Imaging: JACC State-of-the-Art Review.J Am Coll Cardiol2019
29990011Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans.IEEE Trans Pattern Anal Mach Intell2019
31129477Combo loss: Handling input and output imbalance in multi-organ segmentation.Comput Med Imaging Graph2019
30354943Reply to Liu et al.J Appl Physiol (1985)2018
29966940Towards intelligent robust detection of anatomical structures in incomplete volumetric data.Med Image Anal2018
27194580Personalized blood flow computations: A hierarchical parameter estimation framework for tuning boundary conditions.Int J Numer Method Biomed Eng2017
28097603Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation.Int J Comput Assist Radiol Surg2017
29029109Early diagnosis of acute coronary syndrome.Eur Heart J2017
27718462Towards patient-specific modeling of mitral valve repair: 3D transesophageal echocardiography-derived parameter estimation.Med Image Anal2017
27475910Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography.Med Image Anal2017
27046846Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing.IEEE Trans Med Imaging2016
26596195Comparison of Fractional Flow Reserve Based on Computational Fluid Dynamics Modeling Using Coronary Angiographic Vessel Morphology Versus Invasively Measured Fractional Flow Reserve.Am J Cardiol2016
27349829Shaping the future through innovations: From medical imaging to precision medicine.Med Image Anal2016
27133269A self-taught artificial agent for multi-physics computational model personalization.Med Image Anal2016
27079692A machine-learning approach for computation of fractional flow reserve from coronary computed tomography.J Appl Physiol (1985)2016
25979009Noninvasive hemodynamic assessment, treatment outcome prediction and follow-up of aortic coarctation from MR imaging.Med Phys2015
30132760Efficient Lattice Boltzmann Solver for Patient-Specific Radiofrequency Ablation of Hepatic Tumors.IEEE Trans Med Imaging2015
26230546Towards Personalized Cardiology: Multi-Scale Modeling of the Failing Heart.PLoS One2015
24108749Multi-part modeling and segmentation of left atrium in C-arm CT for image-guided ablation of atrial fibrillation.IEEE Trans Med Imaging2014
25485357Robust image-based estimation of cardiac tissue parameters and their uncertainty from noisy data.Med Image Comput Comput Assist Interv2014
25571551Model based non-invasive estimation of PV loop from echocardiography.Annu Int Conf IEEE Eng Med Biol Soc2014
25333193Lung segmentation from CT with severe pathologies using anatomical constraints.Med Image Comput Comput Assist Interv2014
24770911Automatic detection and measurement of structures in fetal head ultrasound volumes using sequential estimation and Integrated Detection Network (IDN).IEEE Trans Med Imaging2014
24857832Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals.Med Image Anal2014
23246185Lymph node detection and segmentation in chest CT data using discriminative learning and a spatial prior.Med Image Anal2013
24579165Image-based computational models for TAVI planning: from CT images to implant deployment.Med Image Comput Comput Assist Interv2013
24505777Lattice Boltzmann method for fast patient-specific simulation of liver tumor ablation from CT images.Med Image Comput Comput Assist Interv2013
24505642Fast data-driven calibration of a cardiac electrophysiology model from images and ECG.Med Image Comput Comput Assist Interv2013
24109790A novel coupling algorithm for computing blood flow in viscoelastic arterial models.Annu Int Conf IEEE Eng Med Biol Soc2013
24009129Graphics processing unit accelerated one-dimensional blood flow computation in the human arterial tree.Int J Numer Method Biomed Eng2013
24001984Image-based Co-Registration of Angiography and Intravascular Ultrasound Images.IEEE Trans Med Imaging2013
23265800Spine detection in CT and MR using iterated marginal space learning.Med Image Anal2013
23232558Non-invasive hemodynamic assessment of aortic coarctation: validation with in vivo measurements.Ann Biomed Eng2013
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Collaborators

Joachim Hornegger
Stanford University
Co-authored papers 18
Ali Kamen
Siemens Healthineers
Co-authored papers 18
Nassir Navab
Technische Universitat Munchen
Co-authored papers 12
Shikha Chaganti
Vanderbilt University
Co-authored papers 4
Richard Ringel
John Hopkins School of Medicine
Co-authored papers 3
Awais Mansoor
Siemens Healthineers
Co-authored papers 3
Allen D Everett
Johns Hopkins University School of Medicine
Co-authored papers 3
Stefan Blankenberg
Co-authored papers 1
Zahi A Fayad
Co-authored papers 1
Janika San Roman
Siemens Healthineers
Co-authored papers 1
Ramandeep Singh
Massachusetts General Hospital
Co-authored papers 1
Edith Rojas-Kenney
Siemens Healthineers
Co-authored papers 1
Kambiz Nael
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 1
Subba R Digumarthy
Massachusetts General Hospital, USA Harvard Medical School
Co-authored papers 1
Fan Zhang
Affiliated Brain Hospital of Guangzhou Medical University
Co-authored papers 1
Sabine von Sengbusch
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Co-authored papers 1
Donald B Chalfin
Siemens Healthineers
Co-authored papers 1
Ross Molinaro
Siemens Healthineers
Co-authored papers 1
Mannudeep K Kalra
Massachusetts General Hospital, Harvard Medical School
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Daguang Xu
NVIDIA Corporation
Co-authored papers 1
Rishikesan Kamaleswaran
Duke University, Emory University, Society for Critical Care Medicine, University of Ontario Institute of Technology, University of Tennessee Health Science Center
Co-authored papers 1
Antonio Bu??o-Soto
Hospital Universitario La Paz
Co-authored papers 1
Piotr J Slomka
Cedars-Sinai Medical Center
Co-authored papers 1
Keith A A Fox
Co-authored papers 1
Parsa Hodjat
Houston Methodist Hospital
Co-authored papers 1
Mark A Hlatky
Co-authored papers 1
Release 1.2