Peter Kellman

According to our database, Peter Kellman authored at least 22 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

An accurate and time-efficient deep learning-based system for automated segmentation and reporting of cardiac magnetic resonance-detected ischemic scar.

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

Comput. Methods Programs Biomed., February, 2023

High-fidelity Database-free Deep Learning Reconstruction for Real-time Cine Cardiac MRI.

Ömer Burak Demirel, Chi Zhang, Burhaneddin Yaman, Merve Gülle, Chetan Shenoy, Tim Leiner, Peter Kellman, Mehmet Akçakaya

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2021

Cut out the annotator, keep the cutout: better segmentation with weak supervision.

Sarah M. Hooper, Michael Wornow, Ying Hang Seah, Peter Kellman, Hui Xue, Frederic Sala, Curtis P. Langlotz, Christopher Ré

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Landmark detection in Cardiac Magnetic Resonance Imaging Using A Convolutional Neural Network.

Hui Xue, Jessica Artico, Marianna Fontana, James C. Moon, Rhodri H. Davies, Peter Kellman

CoRR, 2020

2019

Automated Inline Analysis of Myocardial Perfusion MRI with Deep Learning.

Hui Xue, Rhodri H. Davies, Louis A. E. Brown, Kristopher D. Knott, Tushar Kotecha, Marianna Fontana, Sven Plein, James C. Moon, Peter Kellman

CoRR, 2019

Automated Detection of Left Ventricle in Arterial Input Function Images for Inline Perfusion Mapping using Deep Learning: A study of 15, 000 Patients.

Hui Xue, Ethan Tseng, Kristopher D. Knott, Tushar Kotecha, Louise Brown, Sven Plein, Marianna Fontana, James C. Moon, Peter Kellman

CoRR, 2019

2014

Accelerating Cardiovascular Magnetic Resonance Imaging: Signal Processing Meets Nuclear Spins [Life Sciences].

Anthony G. Christodoulou, Peter Kellman, Zhi-Pei Liang

IEEE Signal Process. Mag., 2014

2013

MIA - A free and open source software for gray scale medical image analysis.

Gert Wollny, Peter Kellman, María J. Ledesma-Carbayo, Matthew M. Skinner, Jean-Jaques Hublin, Thomas Hierl

Source Code Biol. Medicine, 2013

2012

Automatic motion compensation of free breathing acquired myocardial perfusion data by using independent component analysis.

Gert Wollny, Peter Kellman, Andrés Santos, María J. Ledesma-Carbayo

Medical Image Anal., 2012

2011

Simultaneous detection of landmarks and key-frame in cardiac perfusion MRI using a joint spatial-temporal context model.

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

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Automatic View Planning for Cardiac MRI Acquisition.

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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Nonrigid Motion Compensation of Free Breathing Acquired Myocardial Perfusion Data.

Gert Wollny, Peter Kellman, Andrés Santos, María J. Ledesma-Carbayo

Proceedings of the Bildverarbeitung für die Medizin 2011: Algorithmen - Systeme, 2011

2010

Exploiting Quasiperiodicity in Motion Correction of Free-Breathing Myocardial Perfusion MRI.

Gert Wollny, María J. Ledesma-Carbayo, Peter Kellman, Andrés Santos

IEEE Trans. Medical Imaging, 2010

2009

Unsupervised Inline Analysis of Cardiac Perfusion MRI.

Hui Xue, Sven Zühlsdorff, Peter Kellman, Andrew E. Arai, Sonia Nielles-Vallespin, Christophe Chefd'Hotel, Christine H. Lorenz, Jens Guehring

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008

Semiautomated Segmentation of Myocardial Contours for Fast Strain Analysis in Cine Displacement-Encoded MRI.

Ting Chen, James S. Babb, Peter Kellman, Leon Axel, Daniel Kim

IEEE Trans. Medical Imaging, 2008

Parallelized Hybrid TGRAPPA Reconstruction for Real-Time Interactive MRI.

Haris Saybasili, Peter Kellman, J. Andrew Derbyshire, Elliot R. McVeigh, Michael A. Guttman

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2005

Temporal dynamics of the BOLD fMRI impulse response.

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

NeuroImage, 2005

2004

Hunting for neuronal currents: absence of rapid MRI signal changes during visual-evoked response.

Renxin Chu, Jacco A. de Zwart, Peter van Gelderen, Masaki Fukunaga, Peter Kellman, Tom Holroyd, Jeff H. Duyn

NeuroImage, 2004

2003

Method for functional MRI mapping of nonlinear response.

Peter Kellman, Peter van Gelderen, Jacco A. de Zwart, Jozef H. Duyn

NeuroImage, 2003

2002

Reduction of Gradient Acoustic Noise in MRI Using SENSE-EPI.

Jacco A. de Zwart, Peter van Gelderen, Peter Kellman, Jeff H. Duyn

NeuroImage, 2002

Optimization of a high sensitivity MRI receive coil for parallel human brain imaging.

Jacco A. de Zwart, Patrick J. Ledden, Peter van Gelderen, Peter Kellman, Yuxi Pang, Renxin Chu, Jeff H. Duyn

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Comparison of 1-d and 2-d surface coil arrays for accelerated volume MR imaging using sensitivity encoding.

Peter Kellman, Martin J. Schnermann, Elliot R. McVeigh

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002