Lauge Sørensen

发表

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

M. Jorge Cardoso, Mostafa Mehdipour-Ghazi, Mads Nielsen, 2019, Medical Image Anal..

Adaptive time-stepping in diffeomorphic image registration with bounded inverse consistency error

Akshay Pai, Lauge Sørensen, Stefan Klein, 2015 .

DO DEMENTIA BIOMARKERS HAVE A SIGMOID TRAJECTORY? INSIGHTS FROM NON-LINEAR MIXED EFFECTS MODELING

Mads Nielsen, Akshay Pai, Lauge Sørensen, 2016, Alzheimer's & Dementia.

Classification of COPD with Multiple Instance Learning

Lauge Sørensen, Marleen de Bruijne, David M. J. Tax, 2014, 2014 22nd International Conference on Pattern Recognition.

Label Stability in Multiple Instance Learning

Lauge Sørensen, Marleen de Bruijne, David M. J. Tax, 2015, MICCAI.

Knowledge distillation for semi-supervised domain adaptation pdf

M. Jorge Cardoso, Mads Nielsen, Akshay Pai, 2019, OR/MLCN@MICCAI.

Texture Classification in Pulmonary CT

Lauge Sørensen, Mehrdad J. Gangeh, Marleen de Bruijne, 2011 .

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

Lauge Sørensen, Mohamed S. Kamel, Mehrdad J. Gangeh, 2010, MICCAI.

Cube propagation for focal brain atrophy estimation

Mads Nielsen, Akshay Pai, Lauge Sørensen, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Multi-object tracking of human spermatozoa

Lauge Sørensen, Marleen de Bruijne, Peter Johansen, 2008, SPIE Medical Imaging.

Wan-Jui Lee, Lauge Sørensen, Robert P. W. Duin, 2010, SSPR/SPR.

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

Mads Nielsen, Akshay Pai, Lauge Sørensen, 2016, MCV/BAMBI@MICCAI.

Lauge Sørensen, Marleen de Bruijne, Marleen de Bruijne, 2009, Medical Imaging.

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

M. Jorge Cardoso, Mads Nielsen, Akshay Pai, 2018, ArXiv.

PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation

Mads Nielsen, Akshay Pai, Marc Modat, 2019, Medical Imaging: Image Processing.

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

Lauge Sørensen, Marleen de Bruijne, Mads Nielsen, 2012, IEEE Transactions on Medical Imaging.

On the Initialization of Long Short-Term Memory Networks

M. Jorge Cardoso, Mostafa Mehdipour-Ghazi, Mads Nielsen, 2019, ICONIP.

Alzheimer's Disease Diagnostic Performance of a Multi-Atlas Hippocampal Segmentation Method using the Harmonized Hippocampal Protocol

Mads Nielsen, Akshay Pai, Lauge Sørensen, 2014 .

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

Lauge Sørensen, Mohamed S. Kamel, Mehrdad J. Gangeh, 2010, MCV.

Deformation-based atrophy computation by surface propagation and its application to Alzheimer’s disease

Akshay Pai, Lauge Sørensen, Sune Darkner, 2016, Journal of medical imaging.

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

Mads Nielsen, Akshay Pai, Lauge Sørensen, 2013, Medical Imaging.

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

Akshay Pai, Lauge Sørensen, Stefan Sommer, 2015, Medical Imaging.

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

Mads Nielsen, Akshay Pai, Lauge Sørensen, 2016, IEEE Transactions on Medical Imaging.

Quantitative Analysis of Pulmonary Emphysema Using Local Binary Patterns

Lauge Sørensen, Marleen de Bruijne, Saher B. Shaker, 2010, IEEE Transactions on Medical Imaging.

Lauge Sørensen, Marleen de Bruijne, Pechin Lo, 2011, IPMI.

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

M. Jorge Cardoso, Mostafa Mehdipour-Ghazi, Akshay Pai, 2018, ArXiv.

Texture Classification in Lung CT Using Local Binary Patterns

Lauge Sørensen, Marleen de Bruijne, Saher B. Shaker, 2008, MICCAI.

Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease

Lauge Sørensen, Marleen de Bruijne, Veronika Cheplygina, 2017, IEEE Journal of Biomedical and Health Informatics.

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

Akshay Pai, Lauge Sørensen, Stefan Sommer, 2016, SPIE Medical Imaging.

Robust parametric modeling of Alzheimer’s disease progression

M. Jorge Cardoso, Mostafa Mehdipour-Ghazi, Mads Nielsen, 2019, NeuroImage.

Learning COPD Sensitive Filters in Pulmonary CT

Mads Nielsen, Lauge Sørensen, Marleen de Bruijne, 2009, MICCAI.

Stepwise Inverse Consistent Euler's Scheme for Diffeomorphic Image Registration

Akshay Pai, Lauge Sørensen, Stefan Sommer, 2014, WBIR.

Towards exaggerated emphysema stereotypes

Lauge Sørensen, Marleen de Bruijne, Christian Igel, 2012, Medical Imaging.

Multi-Domain Adaptation in Brain MRI through Paired Consistency and Adversarial Learning pdf

Parashkev Nachev, Mads Nielsen, Akshay Pai, 2019, DART/MIL3ID@MICCAI.

Ensemble support vector machine classification of dementia using structural MRI and mini-mental state examination

Mads Nielsen, Lauge Sørensen, for the Alzheimer's Disease Neuroimaging Initiative, 2018, Journal of Neuroscience Methods.

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

Akshay Pai, Lauge Sørensen, Erik B Dam, 2014, BMC Medical Imaging.

Lauge Sørensen, Robert P. W. Duin, Marleen de Bruijne, 2010, MICCAI.

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

Akshay Pai, Marc Modat, Lauge Sørensen, 2021, Medical Imaging.

CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data pdf

Sébastien Ourselin, Mostafa Mehdipour-Ghazi, Lauge Sørensen, 2021, IEEE transactions on neural networks and learning systems.

VALIDATION OF HIPPOCAMPAL TEXTURE FOR EARLY ALZHEIMER'S DISEASE DETECTION: GENERALIZATION TO INDEPENDENT COHORTS AND EXTRAPOLATION TO VERY EARLY SIGNS OF DEMENTIA

Lauge Sørensen, Egill Rostrup, Christian Igel, 2014, Alzheimer's & Dementia.

Hippocampal texture predicts conversion from MCI to Alzheimer’s disease

Lauge Sørensen, Christian Igel, Mads Nielsen, 2013, Alzheimer's & Dementia.

Early detection of Alzheimer's disease using MRI hippocampal texture

Lauge Sørensen, Egill Rostrup, Christian Igel, 2016, Human brain mapping.