Peter Kellman

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 7

Top Topics

Automated Segmentation

Image Registration

Top Venues

IEEE Signal Process. Mag.

Comput. Methods Programs Biomed.

Publications

Yi Zhang, Yidong Zhao, Hui Xue, Peter Kellman, Stefan Klein, Qian Tao
Recurrent Inference Machine for Medical Image Registration. CoRR (2024)
Ömer Burak Demirel, Chi Zhang, Burhaneddin Yaman, Merve Gulle, Chetan Shenoy, Tim Leiner, Peter Kellman, Mehmet Akçakaya
High-fidelity Database-free Deep Learning Reconstruction for Real-time Cine Cardiac MRI. EMBC (2023)
Daniele M. Papetti, Kirsten Van Abeelen, Rhodri H. Davies, Roberto Menè, Francesca Heilbron, Francesco P. Perelli, Jessica Artico, Andreas Seraphim, James C. Moon, Gianfranco Parati, Hui Xue, Peter Kellman, Luigi P. Badano, Daniela Besozzi, Marco S. Nobile, Camilla Torlasco
An accurate and time-efficient deep learning-based system for automated segmentation and reporting of cardiac magnetic resonance-detected ischemic scar. Comput. Methods Programs Biomed. 229 (2023)
Sarah M. Hooper, Michael Wornow, Ying Hang Seah, Peter Kellman, Hui Xue, Frederic Sala, Curtis P. Langlotz, Christopher Ré
Cut out the annotator, keep the cutout: better segmentation with weak supervision. ICLR (2021)
Hui Xue, Jessica Artico, Marianna Fontana, James C. Moon, Rhodri H. Davies, Peter Kellman
Landmark detection in Cardiac Magnetic Resonance Imaging Using A Convolutional Neural Network. CoRR (2020)
Hui Xue, Rhodri H. Davies, Louis A. E. Brown, Kristopher D. Knott, Tushar Kotecha, Marianna Fontana, Sven Plein, James C. Moon, Peter Kellman
Automated Inline Analysis of Myocardial Perfusion MRI with Deep Learning. CoRR (2019)
Hui Xue, Ethan Tseng, Kristopher D. Knott, Tushar Kotecha, Louise Brown, Sven Plein, Marianna Fontana, James C. Moon, Peter Kellman
Automated Detection of Left Ventricle in Arterial Input Function Images for Inline Perfusion Mapping using Deep Learning: A study of 15, 000 Patients. CoRR (2019)
Anthony G. Christodoulou, Peter Kellman, Zhi-Pei Liang
Accelerating Cardiovascular Magnetic Resonance Imaging: Signal Processing Meets Nuclear Spins [Life Sciences]. IEEE Signal Process. Mag. 31 (5) (2014)
Gert Wollny, Peter Kellman, María J. Ledesma-Carbayo, Matthew M. Skinner, Jean-Jaques Hublin, Thomas Hierl
MIA - A free and open source software for gray scale medical image analysis. Source Code Biol. Medicine 8 (2013)
Gert Wollny, Peter Kellman, Andrés Santos, María J. Ledesma-Carbayo
Automatic motion compensation of free breathing acquired myocardial perfusion data by using independent component analysis. Medical Image Anal. 16 (5) (2012)
Xiaoguang Lu, Marie-Pierre Jolly, Bogdan Georgescu, Carmel Hayes, Peter Speier, Michaela Schmidt, Xiaoming Bi, Randall Kroeker, Dorin Comaniciu, Peter Kellman, Edgar Mueller, Jens Guehring
Automatic View Planning for Cardiac MRI Acquisition. MICCAI (3) (2011)
Gert Wollny, Peter Kellman, Andrés Santos, María J. Ledesma-Carbayo
Nonrigid Motion Compensation of Free Breathing Acquired Myocardial Perfusion Data. Bildverarbeitung für die Medizin (2011)
Xiaoguang Lu, Hui Xue, Marie-Pierre Jolly, Christoph Guetter, Peter Kellman, Li-yueh Hsu, Andrew E. Arai, Sven Zühlsdorff, Arne Littmann, Bogdan Georgescu, Jens Guehring
Simultaneous detection of landmarks and key-frame in cardiac perfusion MRI using a joint spatial-temporal context model. Medical Imaging: Image Processing (2011)
Gert Wollny, María J. Ledesma-Carbayo, Peter Kellman, Andrés Santos
Exploiting Quasiperiodicity in Motion Correction of Free-Breathing Myocardial Perfusion MRI. IEEE Trans. Medical Imaging 29 (8) (2010)
Hui Xue, Sven Zühlsdorff, Peter Kellman, Andrew E. Arai, Sonia Nielles-Vallespin, Christophe Chefd'Hotel, Christine H. Lorenz, Jens Guehring
Unsupervised Inline Analysis of Cardiac Perfusion MRI. MICCAI (1) (2009)
Haris Saybasili, Peter Kellman, J. Andrew Derbyshire, Elliot R. McVeigh, Michael A. Guttman
Parallelized Hybrid TGRAPPA Reconstruction for Real-Time Interactive MRI. MICCAI (2) (2008)
Ting Chen, James S. Babb, Peter Kellman, Leon Axel, Daniel Kim
Semiautomated Segmentation of Myocardial Contours for Fast Strain Analysis in Cine Displacement-Encoded MRI. IEEE Trans. Medical Imaging 27 (8) (2008)
Jacco A. de Zwart, Afonso C. Silva, Peter van Gelderen, Peter Kellman, Masaki Fukunaga, Renxin Chu, Alan P. Koretsky, Joseph A. Frank, Jeff H. Duyn
Temporal dynamics of the BOLD fMRI impulse response. NeuroImage 24 (3) (2005)
Renxin Chu, Jacco A. de Zwart, Peter van Gelderen, Masaki Fukunaga, Peter Kellman, Tom Holroyd, Jeff H. Duyn
Hunting for neuronal currents: absence of rapid MRI signal changes during visual-evoked response. NeuroImage 23 (3) (2004)
Peter Kellman, Peter van Gelderen, Jacco A. de Zwart, Jozef H. Duyn
Method for functional MRI mapping of nonlinear response. NeuroImage 19 (1) (2003)
Peter Kellman, Martin J. Schnermann, Elliot R. McVeigh
Comparison of 1-d and 2-d surface coil arrays for accelerated volume MR imaging using sensitivity encoding. ISBI (2002)
Jacco A. de Zwart, Patrick J. Ledden, Peter van Gelderen, Peter Kellman, Yuxi Pang, Renxin Chu, Jeff H. Duyn
Optimization of a high sensitivity MRI receive coil for parallel human brain imaging. ISBI (2002)
Jacco A. de Zwart, Peter van Gelderen, Peter Kellman, Jeff H. Duyn
Reduction of Gradient Acoustic Noise in MRI Using SENSE-EPI. NeuroImage 16 (4) (2002)