Ali Kamen

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 17

Top Topics

Lattice Boltzmann

Coronary Artery Disease

Contextual Features

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Riqiang Gao, Florin C. Ghesu, Simon Arberet, Shahab Basiri, Esa Kuusela, Martin Kraus, Dorin Comaniciu, Ali Kamen
Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy. CoRR (2024)
Riqiang Gao, Bin Lou, Zhoubing Xu, Dorin Comaniciu, Ali Kamen
GAN: Towards Precise 3D Dose Prediction in Radiotherapy. CVPR (2023)
Sureerat Reaungamornrat, Hasan Sari, Ciprian Catana, Ali Kamen
Multimodal image synthesis based on disentanglement representations of anatomical and modality specific features, learned using uncooperative relativistic GAN. Medical Image Anal. 80 (2022)
Jingya Liu, Bin Lou, Mamadou Diallo, Tongbai Meng, Heinrich von Busch, Robert Grimm, Yingli Tian, Dorin Comaniciu, Ali Kamen
Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis. MIDL (2022)
Young-Ho Kim, Ankur Kapoor, Tommaso Mansi, Ali Kamen
A Wide-area, Low-latency, and Power-efficient 6-DoF Pose Tracking System for Rigid Objects. CoRR (2021)
Xin Yu, Bin Lou, Bibo Shi, David J. Winkel, Nacim Arrahmane, Mamadou Diallo, Tongbai Meng, Heinrich von Busch, Robert Grimm, Berthold Kiefer, Dorin Comaniciu, Ali Kamen, Henkjan J. Huisman, Andrew Rosenkrantz, Tobias Penzkofer, Ivan Shabunin, Moon Hyung Choi, Qingsong Yang, Dieter Szolar
False Positive Reduction Using Multiscale Contextual Features for Prostate Cancer Detection in Multi-Parametric MRI Scans. ISBI (2020)
Xin Yu, Bin Lou, Donghao Zhang, David J. Winkel, Nacim Arrahmane, Mamadou Diallo, Tongbai Meng, Heinrich von Busch, Robert Grimm, Berthold Kiefer, Dorin Comaniciu, Ali Kamen
Deep Attentive Panoptic Model for Prostate Cancer Detection Using Biparametric MRI Scans. MICCAI (4) (2020)
Chen Qin, Bibo Shi, Rui Liao, Tommaso Mansi, Daniel Rueckert, Ali Kamen
Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations. CoRR (2019)
Chen Qin, Bibo Shi, Rui Liao, Tommaso Mansi, Daniel Rueckert, Ali Kamen
Unsupervised Deformable Registration for Multi-modal Images via Disentangled Representations. IPMI (2019)
Ahmet Tuysuzoglu, Jeremy Tan, Kareem Eissa, Atilla P. Kiraly, Mamadou Diallo, Ali Kamen
Deep Adversarial Context-Aware Landmark Detection for Ultrasound Imaging. CoRR (2018)
Ahmet Tuysuzoglu, Jeremy Tan, Kareem Eissa, Atilla P. Kiraly, Mamadou Diallo, Ali Kamen
Deep Adversarial Context-Aware Landmark Detection for Ultrasound Imaging. MICCAI (4) (2018)
Atilla P. Kiraly, Clement Abi Nader, Ahmet Tuysuzoglu, Robert Grimm, Berthold Kiefer, Noha El-Zehiry, Ali Kamen
Deep Convolutional Encoder-Decoders for Prostate Cancer Detection and Classification. MICCAI (3) (2017)
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
An Artificial Agent for Robust Image Registration. AAAI (2017)
Julian Krebs, Tommaso Mansi, Hervé Delingette, Li Zhang, Florin C. Ghesu, Shun Miao, Andreas K. Maier, Nicholas Ayache, Rui Liao, Ali Kamen
Robust Non-rigid Registration Through Agent-Based Action Learning. MICCAI (1) (2017)
Chloé Audigier, Tommaso Mansi, Hervé Delingette, Saikiran Rapaka, Tiziano Passerini, Viorel Mihalef, Marie-Pierre Jolly, Raoul Pop, Michele Diana, Luc Soler, Ali Kamen, Dorin Comaniciu, Nicholas Ayache
Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation. Int. J. Comput. Assist. Radiol. Surg. 12 (9) (2017)
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
An Artificial Agent for Robust Image Registration. CoRR (2016)
Noha El-Zehiry, Oliver Hayden, Ali Kamen
Cell segmentation in digital holographic images. ISBI (2016)
Shaohua Wan, Shanhui Sun, Subhabrata Bhattacharya, Stefan Kluckner, Alexander Gigler, Elfriede Simon, Maximilian Fleischer, Patra Charalampaki, Terrence Chen, Ali Kamen
Towards an Efficient Computational Framework for Guiding Surgical Resection through Intra-operative Endo-microscopic Pathology. MICCAI (1) (2015)
Chloé Audigier, Tommaso Mansi, Herve Delingette, Saikiran Rapaka, Viorel Mihalef, Daniel Carnegie, Emad Boctor, Michael A. Choti, Ali Kamen, Nicholas Ayache, Dorin Comaniciu
Efficient Lattice Boltzmann Solver for Patient-Specific Radiofrequency Ablation of Hepatic Tumors. IEEE Trans. Medical Imaging 34 (7) (2015)
Bernhard Fuerst, Tommaso Mansi, Francois Carnis, Martin Salzle, Jingdan Zhang, Jérôme Declerck, Thomas Boettger, John E. Bayouth, Nassir Navab, Ali Kamen
Patient-Specific Biomechanical Model for the Prediction of Lung Motion From 4-D CT Images. IEEE Trans. Medical Imaging 34 (2) (2015)
Sebastian Pölsterl, Maneesh Singh, Amin Katouzian, Nassir Navab, Adnan Kastrati, Lance Ladic, Ali Kamen
Stratification of coronary artery disease patients for revascularization procedure based on estimating adverse effects. BMC Medical Informatics Decis. Mak. 15 (2015)
Lucian Mihai Itu, Puneet Sharma, Tiziano Passerini, Ali Kamen, Constantin Suciu, Dorin Comaniciu
A parameter estimation framework for patient-specific hemodynamic computations. J. Comput. Phys. 281 (2015)
Oliver Zettinig, Tommaso Mansi, Dominik Neumann, Bogdan Georgescu, Saikiran Rapaka, Philipp Seegerer, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Ali Amr, Jan Haas, Henning Steen, Hugo A. Katus, Benjamin Meder, Nassir Navab, Ali Kamen, Dorin Comaniciu
Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals. Medical Image Anal. 18 (8) (2014)
Chloé Audigier, Tommaso Mansi, Hervé Delingette, Saikiran Rapaka, Viorel Mihalef, Daniel Carnegie, Emad Boctor, Michael A. Choti, Ali Kamen, Dorin Comaniciu, Nicholas Ayache
Parameter Estimation for Personalization of Liver Tumor Radiofrequency Ablation. ABDI@MICCAI (2014)
Lucian Mihai Itu, Puneet Sharma, Bogdan Georgescu, Ali Kamen, Constantin Suciu, Dorin Comaniciu
Model based non-invasive estimation of PV loop from echocardiography. EMBC (2014)
Dominik Neumann, Tommaso Mansi, Sasa Grbic, Ingmar Voigt, Bogdan Georgescu, Elham Kayvanpour, Ali Amr, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Joachim Hornegger, Ali Kamen, Dorin Comaniciu
Automatic image-to-model framework for patient-specific electromechanical modeling of the heart. ISBI (2014)
Philipp Seegerer, Tommaso Mansi, Marie-Pierre Jolly, Dominik Neumann, Bogdan Georgescu, Ali Kamen, Elham Kayvanpour, Ali Amr, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Dorin Comaniciu
Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images. STACOM (2014)
Dominik Neumann, Tommaso Mansi, Bogdan Georgescu, Ali Kamen, Elham Kayvanpour, Ali Amr, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Joachim Hornegger, Dorin Comaniciu
Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data. MICCAI (2) (2014)
Weijia Chen, Lucian Mihai Itu, Puneet Sharma, Ali Kamen
Uncertainty quantification in medical image-based hemodynamic computations. ISBI (2014)
Lucian Mihai Itu, Puneet Sharma, Ali Kamen, Constantin Suciu, Dorin Comaniciu
A novel coupling algorithm for computing blood flow in viscoelastic arterial models. EMBC (2013)
Tommaso Mansi, Roy Beinart, Oliver Zettinig, Saikiran Rapaka, Bogdan Georgescu, Ali Kamen, Yoav Dori, M. Muz Zviman, Daniel A. Herzka, Henry R. Halperin, Dorin Comaniciu
A Framework for the Pre-clinical Validation of LBM-EP for the Planning and Guidance of Ventricular Tachycardia Ablation. STACOM (2013)
Oliver Zettinig, Tommaso Mansi, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Ali Amr, Jan Haas, Henning Steen, Benjamin Meder, Hugo A. Katus, Nassir Navab, Ali Kamen, Dorin Comaniciu
Fast Data-Driven Calibration of a Cardiac Electrophysiology Model from Images and ECG. MICCAI (1) (2013)
Tommaso Mansi, Bogdan Georgescu, Jagir Hussan, Peter J. Hunter, Ali Kamen, Dorin Comaniciu
Data-Driven Reduction of a Cardiac Myofilament Model. FIMH (2013)
Viorel Mihalef, Saikiran Rapaka, Mehmet A. Gülsün, Angelo Scorza, Puneet Sharma, Lucian Mihai Itu, Ali Kamen, Alex Barker, Michael Markl, Dorin Comaniciu
Model-Based Estimation of 4D Relative Pressure Map from 4D Flow MR Images. STACOM (2013)
Chloé Audigier, Tommaso Mansi, Hervé Delingette, Saikiran Rapaka, Viorel Mihalef, Puneet Sharma, Daniel Carnegie, Emad Boctor, Michael A. Choti, Ali Kamen, Dorin Comaniciu, Nicholas Ayache
Lattice Boltzmann Method for Fast Patient-Specific Simulation of Liver Tumor Ablation from CT Images. MICCAI (3) (2013)
Oliver Zettinig, Tommaso Mansi, Bogdan Georgescu, Saikiran Rapaka, Ali Kamen, Jan Haas, Karen S. Frese, Farbod Sedaghat-Hamedani, Elham Kayvanpour, Ali Amr, Stefan Hardt, Derliz Mereles, Henning Steen, Andreas Keller, Hugo A. Katus, Benjamin Meder, Nassir Navab, Dorin Comaniciu
From Medical Images to Fast Computational Models of Heart Electromechanics: An Integrated Framework towards Clinical Use. FIMH (2013)
Lucian Mihai Itu, Puneet Sharma, Viorel Mihalef, Ali Kamen, Constantin Suciu, Dorm Lomaniciu
A patient-specific reduced-order model for coronary circulation. ISBI (2012)
Tommaso Mansi, Viorel Mihalef, Puneet Sharma, Bogdan Georgescu, Xudong Zheng, Saikiran Rapaka, Ali Kamen, Derliz Mereles, Henning Steen, Benjamin Meder, Hugo A. Katus, Dorin Comaniciu
Data-driven computational models of heart anatomy, mechanics and hemodynamics: An integrated framework. ISBI (2012)
Bernhard Fuerst, Tommaso Mansi, Parmeshwar Khurd, Jingdan Zhang, Jérôme Declerck, Thomas Boettger, Nassir Navab, John E. Bayouth, Ali Kamen
Patient-specific finite-element simulation of respiratory mechanics for radiotherapy guidance, a first evaluation study. ISBI (2012)
Puneet Sharma, Lucian Mihai Itu, Xudong Zheng, Ali Kamen, Dominik Bernhardt, Constantin Suciu, Dorin Comaniciu
A framework for personalization of coronary flow computations during rest and hyperemia. EMBC (2012)
Andrei Chekkoury, Parmeshwar Khurd, Jie Ni, Claus Bahlmann, Ali Kamen, Amar Patel, Leo J. Grady, Maneesh Singh, Martin Groher, Nassir Navab, Elizabeth A. Krupinski, Jeffrey Johnson, Anna R. Graham, Ronald S. Weinstein
Automated malignancy detection in breast histopathological images. Medical Imaging: Computer-Aided Diagnosis (2012)
Claus Bahlmann, Amar Patel, Jeffrey Johnson, Jie Ni, Andrei Chekkoury, Parmeshwar Khurd, Ali Kamen, Leo J. Grady, Elizabeth A. Krupinski, Anna R. Graham, Ronald S. Weinstein
Automated detection of diagnostically relevant regions in H&E stained digital pathology slides. Medical Imaging: Computer-Aided Diagnosis (2012)
Saikiran Rapaka, Tommaso Mansi, Bogdan Georgescu, Mihaela Pop, Graham A. Wright, Ali Kamen, Dorin Comaniciu
LBM-EP: Lattice-Boltzmann Method for Fast Cardiac Electrophysiology Simulation from 3D Images. MICCAI (2) (2012)
Bernhard Fuerst, Tommaso Mansi, Jianwen Zhang, Parmeshwar Khurd, Jérôme Declerck, Thomas Boettger, Nassir Navab, John E. Bayouth, Dorin Comaniciu, Ali Kamen
A Personalized Biomechanical Model for Respiratory Motion Prediction. MICCAI (3) (2012)
O. Fluck, Christoph Vetter, Wolfgang Wein, Ali Kamen, Bernhard Preim, Rüdiger Westermann
A survey of medical image registration on graphics hardware. Comput. Methods Programs Biomed. 104 (3) (2011)
Darko Zikic, Maximilian Baust, Ali Kamen, Nassir Navab
A general preconditioning scheme for difference measures in deformable registration. ICCV (2011)
Parmeshwar Khurd, Leo J. Grady, Kalpitkumar Gajera, Mamadou Diallo, Peter Gall, Martin Requardt, Berthold Kiefer, Clifford Weiss, Ali Kamen
Facilitating 3D Spectroscopic Imaging through Automatic Prostate Localization in MR Images Using Random Walker Segmentation Initialized via Boosted Classifiers. Prostate Cancer Imaging (2011)
Parmeshwar Khurd, Leo J. Grady, Ali Kamen, Summer Gibbs-Strauss, Elizabeth Genega, John V. Frangioni
Network cycle features: Application to computer-aided Gleason grading of prostate cancer histopathological images. ISBI (2011)
Darko Zikic, Ben Glocker, Oliver Kutter, Martin Groher, Nikos Komodakis, Ali Kamen, Nikos Paragios, Nassir Navab
Linear intensity-based image registration by Markov random fields and discrete optimization. Medical Image Anal. 14 (4) (2010)
Rui Liao, Yunhao Tan, Hari Sundar, Marcus Pfister, Ali Kamen
An Efficient Graph-Based Deformable 2D/3D Registration Algorithm with Applications for Abdominal Aortic Aneurysm Interventions. MIAR (2010)
Darko Zikic, Ali Kamen, Nassir Navab
Unifying Characterization of Deformable Registration Methods Based on the Inherent Parametrization. WBIR (2010)
Wolfgang Wein, Oliver Kutter, André Aichert, Darko Zikic, Ali Kamen, Nassir Navab
Automatic non-linear mapping of pre-procedure ct volumes to 3D ultrasound. ISBI (2010)
Björn Beuthien, Ali Kamen, Bernd Fischer
Recursive Green's Function Registration. MICCAI (2) (2010)
Peter Maday, Parmeshwar Khurd, Lance Ladic, Mitchell D. Schnall, Mark Rosen, Christos Davatzikos, Ali Kamen
Imaging as a Surrogate for the Early Prediction and Assessment of Treatment Response through the Analysis of 4-D Texture Ensembles (ISEPARATE). MCV (2010)
Darko Zikic, Ali Kamen, Nassir Navab
Natural gradients for deformable registration. CVPR (2010)
Christoph Vetter, Ali Kamen, Parmeshwar Khurd, Rüdiger Westermann
A Learning-Based Approach to Evaluate Registration Success. MIAR (2010)
Darko Zikic, Maximilian Baust, Ali Kamen, Nassir Navab
Generalization of Deformable Registration in Riemannian Sobolev Spaces. MICCAI (2) (2010)
Darko Zikic, Ali Kamen, Nassir Navab
Revisiting Horn and Schunck: Interpretation as Gauss-Newton Optimisation. BMVC (2010)
Parmeshwar Khurd, Claus Bahlmann, Peter Maday, Ali Kamen, Summer Gibbs-Strauss, Elizabeth Genega, John V. Frangioni
Computer-aided Gleason grading of prostate cancer histopathological images using texton forests. ISBI (2010)