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Author Details

Ali Kamen
Siemens Healthineers
1998
39
16
PMIDPaper TitleJournal TitlePublished Year
35900376A concurrent, deep learning-based computer-aided detection system for prostate multiparametric MRI: a performance study involving experienced and less-experienced radiologists.Eur Radiol2023
36652661Image-Based Deep Neural Network for Individualizing Radiotherapy Dose Is Transportable Across Health Systems.JCO Clin Cancer Inform2023
36651358Comparison of a Deep Learning-Accelerated vs. Conventional T2-Weighted Sequence in Biparametric MRI of the Prostate.J Magn Reson Imaging2023
36475357Prostate gland volume estimation: anteroposterior diameters measured on axial versus sagittal ultrasonography and magnetic resonance images.Ultrasonography2023
36647150Automated deep-learning system in the assessment of MRI-visible prostate cancer: comparison of advanced zoomed diffusion-weighted imaging and conventional technique.Cancer Imaging2023
34301782Evaluation of Deep Learning-Based Approaches to Segment Bowel Air Pockets and Generate Pelvic Attenuation Maps from CAIPIRINHA-Accelerated Dixon MR Images.J Nucl Med2022
35717874Multimodal image synthesis based on disentanglement representations of anatomical and modality specific features, learned using uncooperative relativistic GAN.Med Image Anal2022
35962958Deterministic small-scale undulations of image-based risk predictions from the deep learning of lung tumors in motion.Med Phys2022
34388625Detection and PI-RADS classification of focal lesions in prostate MRI: Performance comparison between a deep learning-based algorithm (DLA) and radiologists with various levels of experience.Eur J Radiol2021
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
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
31448366An image-based deep learning framework for individualizing radiotherapy dose.Lancet Digit Health2019
28097603Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation.Int J Comput Assist Radiol Surg2017
27127791Automatic Tissue Differentiation Based on Confocal Endomicroscopic Images for Intraoperative Guidance in Neurosurgery.Biomed Res Int2016
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
25343757Patient-specific biomechanical model for the prediction of lung motion from 4-D CT images.IEEE Trans Med Imaging2015
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
25889930Stratification of coronary artery disease patients for revascularization procedure based on estimating adverse effects.BMC Med Inform Decis Mak2015
25812603Near-infrared fluorescent digital pathology for the automation of disease diagnosis and biomarker assessment.Mol Imaging2015
24857832Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals.Med Image Anal2014
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
23232558Non-invasive hemodynamic assessment of aortic coarctation: validation with in vivo measurements.Ann Biomed Eng2013
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
23286029LBM-EP: Lattice-Boltzmann method for fast cardiac electrophysiology simulation from 3D images.Med Image Comput Comput Assist Interv2012
23367458A framework for personalization of coronary flow computations during rest and hyperemia.Annu Int Conf IEEE Eng Med Biol Soc2012
23286176A personalized biomechanical model for respiratory motion prediction.Med Image Comput Comput Assist Interv2012
21112118A survey of medical image registration on graphics hardware.Comput Methods Programs Biomed2011
22811964Global error minimization in image mosaicing using graph connectivity and its applications in microscopy.J Pathol Inform2011
20537936Linear intensity-based image registration by Markov random fields and discrete optimization.Med Image Anal2010
21221421COMPUTER-AIDED GLEASON GRADING OF PROSTATE CANCER HISTOPATHOLOGICAL IMAGES USING TEXTON FORESTS.Proc IEEE Int Symp Biomed Imaging2010
20879363Generalization of deformable registration in Riemannian Sobolev spaces.Med Image Comput Comput Assist Interv2010
20879358Recursive Green's function registration.Med Image Comput Comput Assist Interv2010
9808812Rationale for tobacco cessation interventions for youth.Prev Med1998
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Collaborators

Dorin Comaniciu
Siemens Healthineers
Co-authored papers 18
Nassir Navab
Technische Universitat Munchen
Co-authored papers 7
Ciprian Catana
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Co-authored papers 2
Janika San Roman
Siemens Healthineers
Co-authored papers 1
Allen D Everett
Johns Hopkins University School of Medicine
Co-authored papers 1
Richard Ringel
John Hopkins School of Medicine
Co-authored papers 1
Joachim Hornegger
Stanford University
Co-authored papers 1
Edith Rojas-Kenney
Siemens Healthineers
Co-authored papers 1
Ben Glocker
Imperial College London
Co-authored papers 1
Sabine von Sengbusch
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Co-authored papers 1
Donald B Chalfin
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Co-authored papers 1
Ross Molinaro
Siemens Healthineers
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
Parsa Hodjat
Houston Methodist Hospital
Co-authored papers 1
Release 1.2