Jesper Johannes Holst Pedersen

According to our database, Jesper Johannes Holst Pedersen authored at least 18 papers between 2009 and 2020.

Collaborative distances:

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

2020

Graph refinement based airway extraction using mean-field networks and graph neural networks.

Raghavendra Selvan, Thomas Kipf, Max Welling, Antonio Garcia-Uceda Juarez, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne

Medical Image Anal., 2020

2019

Increasing Accuracy of Optimal Surfaces Using Min-Marginal Energies.

Jens Petersen, Andrés M. Arias Lorza, Raghavendra Selvan, Daniel Bos, Aad van der Lugt, Jesper Johannes Holst Pedersen, Mads Nielsen, Marleen de Bruijne

IEEE Trans. Medical Imaging, 2019

2018

Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease.

Veronika Cheplygina, Isabel Pino Peña, Jesper Holst Pedersen, David A. Lynch, Lauge Sørensen, Marleen de Bruijne

IEEE J. Biomed. Health Informatics, 2018

Graph Refinement based Tree Extraction using Mean-Field Networks and Graph Neural Networks.

Raghavendra Selvan, Thomas N. Kipf, Max Welling, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne

CoRR, 2018

Extracting Tree-structures in CT data by Tracking Multiple Statistically Ranked Hypotheses.

Raghavendra Selvan, Jens Petersen, Jesper Holst Pedersen, Marleen de Bruijne

CoRR, 2018

Extraction of Airways using Graph Neural Networks.

Raghavendra Selvan, Thomas N. Kipf, Max Welling, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne

CoRR, 2018

Aorta and pulmonary artery segmentation using optimal surface graph cuts in non-contrast CT.

Zahra Sedghi Gamechi, Andrés M. Arias Lorza, Jesper Holst Pedersen, Marleen de Bruijne

Proceedings of the Medical Imaging 2018: Image Processing, 2018

Mean Field Network Based Graph Refinement with Application to Airway Tree Extraction.

Raghavendra Selvan, Max Welling, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Transfer learning for multi-center classification of chronic obstructive pulmonary disease.

Veronika Cheplygina, Isabel Pino Peña, Jesper Johannes Holst Pedersen, David A. Lynch, Lauge Sørensen, Marleen de Bruijne

CoRR, 2017

Extraction of Airways with Probabilistic State-Space Models and Bayesian Smoothing.

Raghavendra Selvan, Jens Petersen, Jesper Holst Pedersen, Marleen de Bruijne

Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

2016

Extraction of airway trees using multiple hypothesis tracking and template matching.

Raghavendra Selvan, Jens Petersen, Jesper Johannes Holst Pedersen, Marleen de Bruijne

CoRR, 2016

2014

Optimal surface segmentation using flow lines to quantify airway abnormalities in chronic obstructive pulmonary disease.

Jens Petersen, Mads Nielsen, Pechin Lo, Lars Haug Nordenmark, Jesper Johannes Holst Pedersen, Mathilde Marie Winkler Wille, Asger Dirksen, Marleen de Bruijne

Medical Image Anal., 2014

Classification of COPD with Multiple Instance Learning.

Veronika Cheplygina, Lauge Sørensen, David M. J. Tax, Jesper Johannes Holst Pedersen, Marco Loog, Marleen de Bruijne

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Geometric Tree Kernels: Classification of COPD from Airway Tree Geometry.

Aasa Feragen, Jens Petersen, Dominik G. Grimm, Asger Dirksen, Jesper Johannes Holst Pedersen, Karsten M. Borgwardt, Marleen de Bruijne

Proceedings of the Information Processing in Medical Imaging, 2013

2012

Texture-Based Analysis of COPD: A Data-Driven Approach.

Lauge Sørensen, Mads Nielsen, Pechin Lo, Haseem Ashraf, Jesper Johannes Holst Pedersen, Marleen de Bruijne

IEEE Trans. Medical Imaging, 2012

Extraction of Airways From CT (EXACT'09).

Pechin Lo, Bram van Ginneken, Joseph M. Reinhardt, Tarunashree Yavarna, Pim A. de Jong, Benjamin Irving, Catalin I. Fetita, Margarete Ortner, Romulo Pinho, Jan Sijbers, Marco Feuerstein, Anna Fabijanska, Christian Bauer, Reinhard Beichel, Carlos S. Mendoza, Rafael Wiemker, Jaesung Lee, Anthony P. Reeves, Silvia Born, Oliver Weinheimer, Eva M. van Rikxoort, Juerg Tschirren, Kensaku Mori, Benjamin Odry, David P. Naidich, Ieneke Hartmann, Eric A. Hoffman, Mathias Prokop, Jesper Johannes Holst Pedersen, Marleen de Bruijne

IEEE Trans. Medical Imaging, 2012

2010

Vessel-guided airway tree segmentation: A voxel classification approach.

Pechin Lo, Jon Sporring, Haseem Ashraf, Jesper Johannes Holst Pedersen, Marleen de Bruijne

Medical Image Anal., 2010

2009

Airway Tree Extraction with Locally Optimal Paths.

Pechin Lo, Jon Sporring, Jesper Johannes Holst Pedersen, Marleen de Bruijne

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