Lauge Sørensen

According to our database, Lauge Sørensen authored at least 35 papers between 2008 and 2024.

Collaborative distances:

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

2024

CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning From Sporadic Temporal Data.

Mostafa Mehdipour-Ghazi, Lauge Sørensen, Sébastien Ourselin, Mads Nielsen

IEEE Trans. Neural Networks Learn. Syst., January, 2024

2022

Augmentation based unsupervised domain adaptation.

Mauricio Orbes-Arteaga, Thomas Varsavsky, Lauge Sørensen, Mads Nielsen, Akshay Pai, Sébastien Ourselin, Marc Modat, M. Jorge Cardoso

CoRR, 2022

2021

Robust parametric modeling of Alzheimer's disease progression.

Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Lauge Sørensen

NeuroImage, 2021

Lesion-wise evaluation for effective performance monitoring of small object segmentation.

Irme Groothuis, Carole H. Sudre, Silvia Ingala, Josephine Barnes, Juan Domingo Gispert, Lauge Sørensen, Akshay Pai, Mads Nielsen, Sébastien Ourselin, M. Jorge Cardoso, Frederik Barkhof, Marc Modat

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

2019

Training recurrent neural networks robust to incomplete data: Application to Alzheimer's disease progression modeling.

Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, M. Jorge Cardoso, Marc Modat, Sébastien Ourselin, Lauge Sørensen

Medical Image Anal., 2019

PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation.

Mauricio Orbes-Arteaga, Lauge Sørensen, Manuel Jorge Cardoso, Marc Modat, Sébastien Ourselin, Stefan Sommer, Mads Nielsen, Christian Igel, Akshay Pai

Proceedings of the Medical Imaging 2019: Image Processing, 2019

Knowledge Distillation for Semi-supervised Domain Adaptation.

Mauricio Orbes-Arteaga, M. Jorge Cardoso, Lauge Sørensen, Christian Igel, Sébastien Ourselin, Marc Modat, Mads Nielsen, Akshay Pai

Proceedings of the OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging, 2019

Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning.

Mauricio Orbes-Arteaga, Thomas Varsavsky, Carole H. Sudre, Zach Eaton-Rosen, Lewis J. Haddow, Lauge Sørensen, Mads Nielsen, Akshay Pai, Sébastien Ourselin, Marc Modat, Parashkev Nachev, M. Jorge Cardoso

Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

On the Initialization of Long Short-Term Memory Networks.

Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Lauge Sørensen

Proceedings of the Neural Information Processing - 26th International Conference, 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

Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs.

Mauricio Orbes-Arteaga, M. Jorge Cardoso, Lauge Sørensen, Marc Modat, Sébastien Ourselin, Mads Nielsen, Akshay Pai

CoRR, 2018

Robust training of recurrent neural networks to handle missing data for disease progression modeling.

Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, M. Jorge Cardoso, Marc Modat, Sébastien Ourselin, Lauge Sørensen

CoRR, 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

2016

Kernel Bundle Diffeomorphic Image Registration Using Stationary Velocity Fields and Wendland Basis Functions.

Akshay Pai, Stefan Sommer, Lauge Sørensen, Sune Darkner, Jon Sporring, Mads Nielsen

IEEE Trans. Medical Imaging, 2016

Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation.

Mateusz Michalkiewicz, Akshay Pai, Kelvin K. Leung, Stefan Sommer, Sune Darkner, Lauge Sørensen, Jon Sporring, Mads Nielsen

Proceedings of the Medical Imaging 2016: Image Processing, 2016

A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images.

Akshay Pai, Stefan Sommer, Lars Lau Rakêt, Line Kühnel, Sune Darkner, Lauge Sørensen, Mads Nielsen

Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016

2015

Image registration using stationary velocity fields parameterized by norm-minimizing Wendland kernel.

Akshay Pai, Stefan Sommer, Lauge Sørensen, Sune Darkner, Jon Sporring, Mads Nielsen

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Label Stability in Multiple Instance Learning.

Veronika Cheplygina, Lauge Sørensen, David M. J. Tax, Marleen de Bruijne, Marco Loog

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014

Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI.

Lene Lillemark, Lauge Sørensen, Akshay Pai, Erik B. Dam, Mads Nielsen

BMC Medical Imaging, 2014

Stepwise Inverse Consistent Euler's Scheme for Diffeomorphic Image Registration.

Akshay Pai, Stefan Sommer, Sune Darkner, Lauge Sørensen, Jon Sporring, Mads Nielsen

Proceedings of the Biomedical Image Registration - 6th International Workshop, 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

Morphometric connectivity analysis to distinguish normal, mild cognitive impaired, and Alzheimer subjects based on brain MRI.

Lene Lillemark, Lauge Sørensen, Peter Mysling, Akshay Pai, Erik B. Dam, Mads Nielsen

Proceedings of the Medical Imaging 2013: Image Processing, 2013

Cube propagation for focal brain atrophy estimation.

Akshay Pai, Lauge Sørensen, Sune Darkner, Peter Mysling, Dan R. Jørgensen, Erik B. Dam, Martin Lillholm, Joonmi Oh, Gennan Chen, Joyce Suhy, Jon Sporring, Mads Nielsen

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 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

Towards exaggerated emphysema stereotypes.

C. Chen, Lauge Sørensen, François Lauze, Christian Igel, Marco Loog, Aasa Feragen, Marleen de Bruijne, Mads Nielsen

Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

2011

Dissimilarity-Based Classification of Anatomical Tree Structures.

Lauge Sørensen, Pechin Lo, Asger Dirksen, Jens Petersen, Marleen de Bruijne

Proceedings of the Information Processing in Medical Imaging, 2011

2010

Quantitative Analysis of Pulmonary Emphysema Using Local Binary Patterns.

Lauge Sørensen, Saher B. Shaker, Marleen de Bruijne

IEEE Trans. Medical Imaging, 2010

Dissimilarity-Based Multiple Instance Learning.

Lauge Sørensen, Marco Loog, David M. J. Tax, Wan-Jui Lee, Marleen de Bruijne, Robert P. W. Duin

Proceedings of the Structural, 2010

Image Dissimilarity-Based Quantification of Lung Disease from CT.

Lauge Sørensen, Marco Loog, Pechin Lo, Haseem Ashraf, Asger Dirksen, Robert P. W. Duin, Marleen de Bruijne

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

A Texton-Based Approach for the Classification of Lung Parenchyma in CT Images.

Mehrdad J. Gangeh, Lauge Sørensen, Saher B. Shaker, Mohamed S. Kamel, Marleen de Bruijne, Marco Loog

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Multiple Classifier Systems in Texton-Based Approach for the Classification of CT Images of Lung.

Mehrdad J. Gangeh, Lauge Sørensen, Saher B. Shaker, Mohamed S. Kamel, Marleen de Bruijne

Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

2009

Learning COPD Sensitive Filters in Pulmonary CT.

Lauge Sørensen, Pechin Lo, Haseem Ashraf, Jon Sporring, Mads Nielsen, Marleen de Bruijne

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

Dissimilarity representations in lung parenchyma classification.

Lauge Sørensen, Marleen de Bruijne

Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

2008

Multi-object tracking of human spermatozoa.

Lauge Sørensen, Jakob Østergaard, Peter Johansen, Marleen de Bruijne

Proceedings of the Medical Imaging 2008: Image Processing, 2008

Texture Classification in Lung CT Using Local Binary Patterns.

Lauge Sørensen, Saher B. Shaker, Marleen de Bruijne

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