Jesper Holst Pedersen

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 11

Top Topics

Image Set Classification

Multiple Instance

Top Venues

Medical Image Anal.

IEEE J. Biomed. Health Informatics

GRAIL/MFCA/MICGen@MICCAI

Publications

Raghavendra Selvan, Thomas Kipf, Max Welling, Antonio Garcia-Uceda Juarez, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne
Graph refinement based airway extraction using mean-field networks and graph neural networks. Medical Image Anal. 64 (2020)
Veronika Cheplygina, Isabel Pino Peña, Jesper Holst Pedersen, David A. Lynch, Lauge Sørensen, Marleen de Bruijne
Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Raghavendra Selvan, Jens Petersen, Jesper Holst Pedersen, Marleen de Bruijne
Extracting Tree-structures in CT data by Tracking Multiple Statistically Ranked Hypotheses. CoRR (2018)
Raghavendra Selvan, Max Welling, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne
Mean Field Network Based Graph Refinement with Application to Airway Tree Extraction. MICCAI (2) (2018)
Raghavendra Selvan, Thomas N. Kipf, Max Welling, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne
Extraction of Airways using Graph Neural Networks. CoRR (2018)
Raghavendra Selvan, Thomas N. Kipf, Max Welling, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne
Graph Refinement based Tree Extraction using Mean-Field Networks and Graph Neural Networks. CoRR (2018)
Zahra Sedghi Gamechi, Andrés M. Arias Lorza, Jesper Holst Pedersen, Marleen de Bruijne
Aorta and pulmonary artery segmentation using optimal surface graph cuts in non-contrast CT. Medical Imaging: Image Processing (2018)
Raghavendra Selvan, Max Welling, Jesper Holst Pedersen, Jens Petersen, Marleen de Bruijne
Mean Field Network based Graph Refinement with application to Airway Tree Extraction. CoRR (2018)
Raghavendra Selvan, Jens Petersen, Jesper Holst Pedersen, Marleen de Bruijne
Extraction of Airways with Probabilistic State-space Models and Bayesian Smoothing. CoRR (2017)
Veronika Cheplygina, Lauge Sørensen, David M. J. Tax, Jesper Holst Pedersen, Marco Loog, Marleen de Bruijne
Classification of COPD with Multiple Instance Learning. CoRR (2017)
Raghavendra Selvan, Jens Petersen, Jesper Holst Pedersen, Marleen de Bruijne
Extraction of Airways with Probabilistic State-Space Models and Bayesian Smoothing. GRAIL/MFCA/MICGen@MICCAI (2017)