Ali Kamen

According to our database1, Ali Kamen authored at least 94 papers between 1997 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2019
Unsupervised Deformable Registration for Multi-modal Images via Disentangled Representations.
Proceedings of the Information Processing in Medical Imaging, 2019

2018
Deep Adversarial Context-Aware Landmark Detection for Ultrasound Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation.
Int. J. Comput. Assist. Radiol. Surg., 2017

Robust Non-rigid Registration Through Agent-Based Action Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Deep Convolutional Encoder-Decoders for Prostate Cancer Detection and Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

An Artificial Agent for Robust Image Registration.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Cell segmentation in digital holographic images.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Patient-Specific Biomechanical Model for the Prediction of Lung Motion From 4-D CT Images.
IEEE Trans. Med. Imaging, 2015

Efficient Lattice Boltzmann Solver for Patient-Specific Radiofrequency Ablation of Hepatic Tumors.
IEEE Trans. Med. Imaging, 2015

Stratification of coronary artery disease patients for revascularization procedure based on estimating adverse effects.
BMC Med. Inf. & Decision Making, 2015

A parameter estimation framework for patient-specific hemodynamic computations.
J. Comput. Physics, 2015

Towards an Efficient Computational Framework for Guiding Surgical Resection through Intra-operative Endo-microscopic Pathology.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014
Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals.
Medical Image Analysis, 2014

Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014

Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Parameter Estimation for Personalization of Liver Tumor Radiofrequency Ablation.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014

Automatic image-to-model framework for patient-specific electromechanical modeling of the heart.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Uncertainty quantification in medical image-based hemodynamic computations.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Model based non-invasive estimation of PV loop from echocardiography.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Fast Data-Driven Calibration of a Cardiac Electrophysiology Model from Images and ECG.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Model-Based Estimation of 4D Relative Pressure Map from 4D Flow MR Images.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

A Framework for the Pre-clinical Validation of LBM-EP for the Planning and Guidance of Ventricular Tachycardia Ablation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Lattice Boltzmann Method for Fast Patient-Specific Simulation of Liver Tumor Ablation from CT Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

From Medical Images to Fast Computational Models of Heart Electromechanics: An Integrated Framework towards Clinical Use.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

Data-Driven Reduction of a Cardiac Myofilament Model.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

A novel coupling algorithm for computing blood flow in viscoelastic arterial models.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
LBM-EP: Lattice-Boltzmann Method for Fast Cardiac Electrophysiology Simulation from 3D Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

A Personalized Biomechanical Model for Respiratory Motion Prediction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Automated malignancy detection in breast histopathological images.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

Automated detection of diagnostically relevant regions in H&E stained digital pathology slides.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

Data-driven computational models of heart anatomy, mechanics and hemodynamics: An integrated framework.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A patient-specific reduced-order model for coronary circulation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Patient-specific finite-element simulation of respiratory mechanics for radiotherapy guidance, a first evaluation study.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A framework for personalization of coronary flow computations during rest and hyperemia.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
A survey of medical image registration on graphics hardware.
Computer Methods and Programs in Biomedicine, 2011

Facilitating 3D Spectroscopic Imaging through Automatic Prostate Localization in MR Images Using Random Walker Segmentation Initialized via Boosted Classifiers.
Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011

Network cycle features: Application to computer-aided Gleason grading of prostate cancer histopathological images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A general preconditioning scheme for difference measures in deformable registration.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
Linear intensity-based image registration by Markov random fields and discrete optimization.
Medical Image Analysis, 2010

Unifying Characterization of Deformable Registration Methods Based on the Inherent Parametrization.
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010

Markov random field optimization for intensity-based 2D-3D registration.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Generalization of Deformable Registration in Riemannian Sobolev Spaces.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Imaging as a Surrogate for the Early Prediction and Assessment of Treatment Response through the Analysis of 4-D Texture Ensembles (ISEPARATE).
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

Recursive Green's Function Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

A Learning-Based Approach to Evaluate Registration Success.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

An Efficient Graph-Based Deformable 2D/3D Registration Algorithm with Applications for Abdominal Aortic Aneurysm Interventions.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

Automatic non-linear mapping of pre-procedure ct volumes to 3D ultrasound.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Computer-aided Gleason grading of prostate cancer histopathological images using texton forests.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Natural gradients for deformable registration.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Revisiting Horn and Schunck: Interpretation as Gauss-Newton Optimisation.
Proceedings of the British Machine Vision Conference, 2010

2009
Towards Guidance of Electrophysiological Procedures with Real-Time 3D Intracardiac Echocardiography Fusion to C-arm CT.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Automatic Image-Based Cardiac and Respiratory Cycle Synchronization and Gating of Image Sequences.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

A Novel Intensity Similarity Metric with Soft Spatial Constraint for a Deformable Image Registration Problem in Radiation Therapy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

3D Guide Wire Navigation from Single Plane Fluoroscopic Images in Abdominal Catheterizations.
Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009

2008
Automatic CT-ultrasound registration for diagnostic imaging and image-guided intervention.
Medical Image Analysis, 2008

Automatic alignment of renal DCE-MRI image series for improvement of quantitative tracer kinetic studies.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Deformable registration of 3D vessel structures to a single projection image.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Efficient framework for deformable 2D-3D registration.
Proceedings of the Medical Imaging 2008: Visualization, 2008

3D Dynamic Roadmapping for Abdominal Catheterizations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Computing minimal deformations: application to construction of statistical shape models.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Simulation and Fully Automatic Multimodal Registration of Medical Ultrasound.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Measurement of absolute latency for video see through augmented reality.
Proceedings of the Sixth IEEE/ACM International Symposium on Mixed and Augmented Reality, 2007

A Novel Image Based Verification Method for Respiratory Motion Management in Radiation Therapy.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

A Unified and Efficient Approach for Free-form Deformable Registration.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Automatic registration of portal images and volumetric CT for patient positioning in radiation therapy.
Medical Image Analysis, 2006

Reality Augmentation for Medical Procedures: System Architecture, Single Camera Marker Tracking, and System Evaluation.
International Journal of Computer Vision, 2006

A Novel Projection Based Approach for Medical Image Registration.
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006

A novel 2D-3D registration algorithm for aligning fluoro images with 3D pre-op CT/MR images.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Augmented reality visualization for thoracoscopic spine surgery.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Fast Deformable Registration of 3D-Ultrasound Data Using a Variational Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Learning-Based 2D/3D Rigid Registration Using Jensen-Shannon Divergence for Image-Guided Surgery.
Proceedings of the Medical Imaging and Augmented Reality, 2006

2005
A Novel Phantom-Less Spatial and Temporal Ultrasound Calibration Method.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Constrained Surface Evolutions for Prostate and Bladder Segmentation in CT Images.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

Registration of 3D Angiographic and X-Ray Images Using Sequential Monte Carlo Sampling.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

2004
Augmented reality system for MR-guided interventions: phantom studies and first animal test.
Proceedings of the Medical Imaging 2004: Visualization, 2004

User performance analysis of different image-based navigation systems for needle placement procedures.
Proceedings of the Medical Imaging 2004: Visualization, 2004

Characterization of Internal Organ Motion Using Skin Marker Positions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

2003
Motion and structure from multiple cues; image motion, shading flow, and stereo disparity.
Computer Vision and Image Understanding, 2003

Augmented reality system for CT-guided interventions: system description and initial phantom trials.
Proceedings of the Medical Imaging 2003: Visualization, 2003

Local 3D Reconstruction and Augmented Reality Visualization of Free-Hand Ultrasound for Needle Biopsy Procedures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

A High Performance AR System for Medical Applications.
Proceedings of the 2003 IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2003), 2003

3D tomographic reconstruction from portal imaging for patient positioning.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

2002
Augmented-reality visualization in iMRI operating room: system description and preclinical testing.
Proceedings of the Medical Imaging 2002: Visualization, 2002

An Augmented Reality Navigation System with a Single-Camera Tracker: System Design and Needle Biopsy Phantom Trial.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Single Camera Tracking of Marker Clusters: Multiparameter Cluster Optimization and Experimental Verification.
Proceedings of the 2002 IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2002), 30 September, 2002

Direct Method for Motion Estimation: An Alternative to Decomposition of Planar Transformation Matrices.
Proceedings of the Pattern Recognition, 2002

2001
A Head-Mounted Display System for Augmented Reality Image Guidance: Towards Clinical Evaluation for iMRI-guided Neurosurgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Augmented Reality Visualization of Ultrasound Images: System Description, Calibration, and Feature.
Proceedings of the 4th International Symposium on Augmented Reality (ISAR 2001), 2001

Optical See-through Calibration with Vision-Based Trackers: Propagation of Projection Matrices.
Proceedings of the 4th International Symposium on Augmented Reality (ISAR 2001), 2001

2000
A spectral-discrimination method for tear-film lipid-layer thickness estimation from fringe pattern images.
IEEE Trans. Biomed. Engineering, 2000

A new method for the extraction of fetal ECG from the composite abdominal signal.
IEEE Trans. Biomed. Engineering, 2000

Motion-Based Compression of Underwater Video Imagery for the Operations of Unmanned Submersible Vehicles.
Computer Vision and Image Understanding, 2000

1998
A vision system for real-time positioning, navigation, and video mosaicing of sea floor imagery in the application of ROVs/AUVs.
Proceedings of the Proceedings Fourth IEEE Workshop on Applications of Computer Vision, 1998

1997
Time delay calculation of stress waves using wavelet analysis application in canine edematous lungs.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997


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