Ali Kamen - RankMe

67 papers A* 5A 1Journal 21Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI End-to-End Radiation Treatment Planning Under One Second. CoRR Simon Arberet, Riqiang Gao, Martin Kraus, Florin C. Ghesu, Wilko Verbakel, Mamadou Diallo, Anthony Magliari, Venkatesan Karuppusamy, Sushil Beriwal, REQUITE Consortium, Ali Kamen, Dorin Comaniciu
2025	J	`jnl`	A Beam's Eye View to Fluence Maps 3D Network for Ultra Fast VMAT Radiotherapy Planning. CoRR Simon Arberet, Florin C. Ghesu, Riqiang Gao, Martin Kraus, Jonathan Sackett, Esa Kuusela, Ali Kamen
2025	J	`jnl`	Automating High Quality RT Planning at Scale. CoRR Riqiang Gao, Mamadou Diallo, Han Liu, Anthony Magliari, Jonathan Sackett, Wilko Verbakel, Sandra Meyers, Masoud Zarepisheh, Rafe McBeth, Simon Arberet, Martin Kraus, Florin C. Ghesu, Ali Kamen
2025	J	`jnl`	Demo: Generative AI helps Radiotherapy Planning with User Preference. CoRR Riqiang Gao, Simon Arberet, Martin Kraus, Han Liu, Wilko Verbakel, Dorin Comaniciu, Florin-Cristian Ghesu, Ali Kamen
2025	J	`jnl`	Evaluating the impact of common clinical confounders on performance of deep-learning-based sepsis risk assessment. Frontiers Artif. Intell. Shikha Chaganti, Vivek Singh, Alasdair Edward Gent, Rishikesan Kamaleswaran, Ali Kamen
2024	J	`jnl`	Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets. CoRR Hao Li, Han Liu, Heinrich von Busch, Robert Grimm, Henkjan Huisman, Angela Tong, David J. Winkel, Tobias Penzkofer, Ivan Shabunin, Moon Hyung Choi, Qingsong Yang, Dieter Szolar, Steven Shea, Fergus Coakley, Mukesh Harisinghani, Ipek Oguz, Dorin Comaniciu, Ali Kamen, Bin Lou
2024	J	`jnl`	Deep learning-based identification of patients at increased risk of cancer using routine laboratory markers. CoRR Vivek Singh, Shikha Chaganti, Matthias Siebert, Soumya Rajesh, Andrei Puiu, Raj Gopalan, Jamie Gramz, Dorin Comaniciu, Ali Kamen
2024	A*	`conf`	Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy. ICML Riqiang Gao, Florin-Cristian Ghesu, Simon Arberet, Shahab Basiri, Esa Kuusela, Martin Kraus, Dorin Comaniciu, Ali Kamen
2024	J	`jnl`	Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy. CoRR Riqiang Gao, Florin C. Ghesu, Simon Arberet, Shahab Basiri, Esa Kuusela, Martin Kraus, Dorin Comaniciu, Ali Kamen
2023	A*	`conf`	Flexible-C CVPR Riqiang Gao, Bin Lou, Zhoubing Xu, Dorin Comaniciu, Ali Kamen
2022	—	`conf`	Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis. MIDL Jingya Liu, Bin Lou, Mamadou Diallo, Tongbai Meng, Heinrich von Busch, Robert Grimm, Yingli Tian, Dorin Comaniciu, Ali Kamen
2022	J	`jnl`	Multimodal image synthesis based on disentanglement representations of anatomical and modality specific features, learned using uncooperative relativistic GAN. Medical Image Anal. Sureerat Reaungamornrat, Hasan Sari, Ciprian Catana, Ali Kamen
2021	J	`jnl`	A Wide-area, Low-latency, and Power-efficient 6-DoF Pose Tracking System for Rigid Objects. CoRR Young-Ho Kim, Ankur Kapoor, Tommaso Mansi, Ali Kamen
2020	—	`conf`	Deep Attentive Panoptic Model for Prostate Cancer Detection Using Biparametric MRI Scans. MICCAI (4) 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
2020	—	`conf`	False Positive Reduction Using Multiscale Contextual Features for Prostate Cancer Detection in Multi-Parametric MRI Scans. ISBI 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
2019	J	`jnl`	Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations. CoRR Chen Qin, Bibo Shi, Rui Liao, Tommaso Mansi, Daniel Rueckert, Ali Kamen
2019	—	`conf`	Unsupervised Deformable Registration for Multi-modal Images via Disentangled Representations. IPMI Chen Qin, Bibo Shi, Rui Liao, Tommaso Mansi, Daniel Rueckert, Ali Kamen
2018	—	`conf`	Deep Adversarial Context-Aware Landmark Detection for Ultrasound Imaging. MICCAI (4) Ahmet Tuysuzoglu, Jeremy Tan, Kareem Eissa, Atilla P. Kiraly, Mamadou Diallo, Ali Kamen
2018	J	`jnl`	Deep Adversarial Context-Aware Landmark Detection for Ultrasound Imaging. CoRR Ahmet Tuysuzoglu, Jeremy Tan, Kareem Eissa, Atilla P. Kiraly, Mamadou Diallo, Ali Kamen
2017	A*	`conf`	An Artificial Agent for Robust Image Registration. AAAI Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
2017	J	`jnl`	Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation. Int. J. Comput. Assist. Radiol. Surg. 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
2017	—	`conf`	Deep Convolutional Encoder-Decoders for Prostate Cancer Detection and Classification. MICCAI (3) Atilla P. Kiraly, Clement Abi Nader, Ahmet Tuysuzoglu, Robert Grimm, Berthold Kiefer, Noha El-Zehiry, Ali Kamen
2017	—	`conf`	Robust Non-rigid Registration Through Agent-Based Action Learning. MICCAI (1) Julian Krebs, Tommaso Mansi, Hervé Delingette, Li Zhang, Florin C. Ghesu, Shun Miao, Andreas K. Maier, Nicholas Ayache, Rui Liao, Ali Kamen
2016	J	`jnl`	An Artificial Agent for Robust Image Registration. CoRR Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
2016	—	`conf`	Cell segmentation in digital holographic images. ISBI Noha El-Zehiry, Oliver Hayden, Ali Kamen
2015	J	`jnl`	A parameter estimation framework for patient-specific hemodynamic computations. J. Comput. Phys. Lucian Mihai Itu, Puneet Sharma, Tiziano Passerini, Ali Kamen, Constantin Suciu, Dorin Comaniciu
2015	J	`jnl`	Efficient Lattice Boltzmann Solver for Patient-Specific Radiofrequency Ablation of Hepatic Tumors. IEEE Trans. Medical Imaging Chloé Audigier, Tommaso Mansi, Herve Delingette, Saikiran Rapaka, Viorel Mihalef, Daniel Carnegie, Emad Boctor, Michael A. Choti, Ali Kamen, Nicholas Ayache, Dorin Comaniciu
2015	J	`jnl`	Patient-Specific Biomechanical Model for the Prediction of Lung Motion From 4-D CT Images. IEEE Trans. Medical Imaging Bernhard Fuerst, Tommaso Mansi, Francois Carnis, Martin Salzle, Jingdan Zhang, Jérôme Declerck, Thomas Boettger, John E. Bayouth, Nassir Navab, Ali Kamen
2015	J	`jnl`	Stratification of coronary artery disease patients for revascularization procedure based on estimating adverse effects. BMC Medical Informatics Decis. Mak. Sebastian Pölsterl, Maneesh Singh, Amin Katouzian, Nassir Navab, Adnan Kastrati, Lance Ladic, Ali Kamen
2015	—	`conf`	Towards an Efficient Computational Framework for Guiding Surgical Resection through Intra-operative Endo-microscopic Pathology. MICCAI (1) Shaohua Wan, Shanhui Sun, Subhabrata Bhattacharya, Stefan Kluckner, Alexander Gigler, Elfriede Simon, Maximilian Fleischer, Patra Charalampaki, Terrence Chen, Ali Kamen
2014	—	`conf`	Automatic image-to-model framework for patient-specific electromechanical modeling of the heart. ISBI 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
2014	J	`jnl`	Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals. Medical Image Anal. 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
2014	—	`conf`	Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images. STACOM 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
2014	—	`conf`	Model based non-invasive estimation of PV loop from echocardiography. EMBC Lucian Mihai Itu, Puneet Sharma, Bogdan Georgescu, Ali Kamen, Constantin Suciu, Dorin Comaniciu
2014	—	`conf`	Parameter Estimation for Personalization of Liver Tumor Radiofrequency Ablation. ABDI@MICCAI Chloé Audigier, Tommaso Mansi, Hervé Delingette, Saikiran Rapaka, Viorel Mihalef, Daniel Carnegie, Emad Boctor, Michael A. Choti, Ali Kamen, Dorin Comaniciu, Nicholas Ayache
2014	—	`conf`	Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data. MICCAI (2) 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
2014	—	`conf`	Uncertainty quantification in medical image-based hemodynamic computations. ISBI Weijia Chen, Lucian Mihai Itu, Puneet Sharma, Ali Kamen
2013	—	`conf`	A Framework for the Pre-clinical Validation of LBM-EP for the Planning and Guidance of Ventricular Tachycardia Ablation. STACOM 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
2013	—	`conf`	A novel coupling algorithm for computing blood flow in viscoelastic arterial models. EMBC Lucian Mihai Itu, Puneet Sharma, Ali Kamen, Constantin Suciu, Dorin Comaniciu
2013	—	`conf`	Data-Driven Reduction of a Cardiac Myofilament Model. FIMH Tommaso Mansi, Bogdan Georgescu, Jagir Hussan, Peter J. Hunter, Ali Kamen, Dorin Comaniciu
2013	—	`conf`	Fast Data-Driven Calibration of a Cardiac Electrophysiology Model from Images and ECG. MICCAI (1) 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
2013	—	`conf`	From Medical Images to Fast Computational Models of Heart Electromechanics: An Integrated Framework towards Clinical Use. FIMH 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
2013	—	`conf`	Lattice Boltzmann Method for Fast Patient-Specific Simulation of Liver Tumor Ablation from CT Images. MICCAI (3) 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
2013	—	`conf`	Model-Based Estimation of 4D Relative Pressure Map from 4D Flow MR Images. STACOM Viorel Mihalef, Saikiran Rapaka, Mehmet A. Gülsün, Angelo Scorza, Puneet Sharma, Lucian Mihai Itu, Ali Kamen, Alex Barker, Michael Markl, Dorin Comaniciu
2012	—	`conf`	A Personalized Biomechanical Model for Respiratory Motion Prediction. MICCAI (3) Bernhard Fuerst, Tommaso Mansi, Jianwen Zhang, Parmeshwar Khurd, Jérôme Declerck, Thomas Boettger, Nassir Navab, John E. Bayouth, Dorin Comaniciu, Ali Kamen
2012	—	`conf`	A framework for personalization of coronary flow computations during rest and hyperemia. EMBC Puneet Sharma, Lucian Mihai Itu, Xudong Zheng, Ali Kamen, Dominik Bernhardt, Constantin Suciu, Dorin Comaniciu
2012	—	`conf`	A patient-specific reduced-order model for coronary circulation. ISBI Lucian Mihai Itu, Puneet Sharma, Viorel Mihalef, Ali Kamen, Constantin Suciu, Dorm Lomaniciu
2012	—	`conf`	Automated detection of diagnostically relevant regions in H&E stained digital pathology slides. Computer-Aided Diagnosis 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
2012	—	`conf`	Automated malignancy detection in breast histopathological images. Computer-Aided Diagnosis 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
2012	—	`conf`	Data-driven computational models of heart anatomy, mechanics and hemodynamics: An integrated framework. ISBI 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
2012	—	`conf`	LBM-EP: Lattice-Boltzmann Method for Fast Cardiac Electrophysiology Simulation from 3D Images. MICCAI (2) Saikiran Rapaka, Tommaso Mansi, Bogdan Georgescu, Mihaela Pop, Graham A. Wright, Ali Kamen, Dorin Comaniciu
2012	—	`conf`	Patient-specific finite-element simulation of respiratory mechanics for radiotherapy guidance, a first evaluation study. ISBI Bernhard Fuerst, Tommaso Mansi, Parmeshwar Khurd, Jingdan Zhang, Jérôme Declerck, Thomas Boettger, Nassir Navab, John E. Bayouth, Ali Kamen
2011	A*	`conf`	A general preconditioning scheme for difference measures in deformable registration. ICCV Darko Zikic, Maximilian Baust, Ali Kamen, Nassir Navab
2011	J	`jnl`	A survey of medical image registration on graphics hardware. Comput. Methods Programs Biomed. Oliver Fluck, Christoph Vetter, Wolfgang Wein, Ali Kamen, Bernhard Preim, Rüdiger Westermann
2011	—	`conf`	Facilitating 3D Spectroscopic Imaging through Automatic Prostate Localization in MR Images Using Random Walker Segmentation Initialized via Boosted Classifiers. Prostate Cancer Imaging Parmeshwar Khurd, Leo J. Grady, Kalpitkumar Gajera, Mamadou Diallo, Peter Gall, Martin Requardt, Berthold Kiefer, Clifford R. Weiss, Ali Kamen
2011	—	`conf`	Network cycle features: Application to computer-aided Gleason grading of prostate cancer histopathological images. ISBI Parmeshwar Khurd, Leo J. Grady, Ali Kamen, Summer Gibbs-Strauss, Elizabeth Genega, John V. Frangioni
2010	—	`conf`	A Learning-Based Approach to Evaluate Registration Success. MIAR Christoph Vetter, Ali Kamen, Parmeshwar Khurd, Rüdiger Westermann
2010	—	`conf`	An Efficient Graph-Based Deformable 2D/3D Registration Algorithm with Applications for Abdominal Aortic Aneurysm Interventions. MIAR Rui Liao, Yunhao Tan, Hari Sundar, Marcus Pfister, Ali Kamen
2010	—	`conf`	Automatic non-linear mapping of pre-procedure ct volumes to 3D ultrasound. ISBI Wolfgang Wein, Oliver Kutter, André Aichert, Darko Zikic, Ali Kamen, Nassir Navab
2010	—	`conf`	Computer-aided Gleason grading of prostate cancer histopathological images using texton forests. ISBI Parmeshwar Khurd, Claus Bahlmann, Peter Maday, Ali Kamen, Summer Gibbs-Strauss, Elizabeth Genega, John V. Frangioni
2010	—	`conf`	Generalization of Deformable Registration in Riemannian Sobolev Spaces. MICCAI (2) Darko Zikic, Maximilian Baust, Ali Kamen, Nassir Navab
2010	—	`conf`	Imaging as a Surrogate for the Early Prediction and Assessment of Treatment Response through the Analysis of 4-D Texture Ensembles (ISEPARATE). MCV Peter Maday, Parmeshwar Khurd, Lance Ladic, Mitchell D. Schnall, Mark Rosen, Christos Davatzikos, Ali Kamen
2010	J	`jnl`	Linear intensity-based image registration by Markov random fields and discrete optimization. Medical Image Anal. Darko Zikic, Ben Glocker, Oliver Kutter, Martin Groher, Nikos Komodakis, Ali Kamen, Nikos Paragios, Nassir Navab
2010	A*	`conf`	Natural gradients for deformable registration. CVPR Darko Zikic, Ali Kamen, Nassir Navab
2010	—	`conf`	Recursive Green's Function Registration. MICCAI (2) Björn Beuthien, Ali Kamen, Bernd Fischer
2010	A	`conf`	Revisiting Horn and Schunck: Interpretation as Gauss-Newton Optimisation. BMVC Darko Zikic, Ali Kamen, Nassir Navab
2010	—	`conf`	Unifying Characterization of Deformable Registration Methods Based on the Inherent Parametrization. WBIR Darko Zikic, Ali Kamen, Nassir Navab