Mads Nielsen
Orcid: 0000-0003-1535-068X
According to our database1,
Mads Nielsen
authored at least 193 papers
between 1993 and 2024.
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Bibliography
2024
CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning From Sporadic Temporal Data.
IEEE Trans. Neural Networks Learn. Syst., January, 2024
CoRR, 2024
MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept.
Proceedings of the Northern Lights Deep Learning Conference, 2024
Proceedings of the Northern Lights Deep Learning Conference, 2024
Proceedings of the Northern Lights Deep Learning Conference, 2024
2023
Inf. Fusion, 2023
MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept.
CoRR, 2023
CoRR, 2023
Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2023
Proceedings of the Simplifying Medical Ultrasound - 4th International Workshop, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Neurocomputing, 2022
Robust Cross-vendor Mammographic Texture Models Using Augmentation-based Domain Adaptation for Long-term Breast Cancer Risk.
CoRR, 2022
FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for Brain.
CoRR, 2022
Proceedings of the Medical Applications with Disentanglements - First MICCAI Workshop, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Multimodal Variational Autoencoders for Semi-Supervised Learning: In Defense of Product-of-Experts.
CoRR, 2021
Lesion-wise evaluation for effective performance monitoring of small object segmentation.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
2020
Position paper on COVID-19 imaging and AI: From the clinical needs and technological challenges to initial AI solutions at the lab and national level towards a new era for AI in healthcare.
Medical Image Anal., 2020
2019
IEEE Trans. Medical Imaging, 2019
Training recurrent neural networks robust to incomplete data: Application to Alzheimer's disease progression modeling.
Medical Image Anal., 2019
Proceedings of the Medical Imaging 2019: Image Processing, 2019
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.
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
2018
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs.
CoRR, 2018
Robust training of recurrent neural networks to handle missing data for disease progression modeling.
CoRR, 2018
2017
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017
Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017
2016
Kernel Bundle Diffeomorphic Image Registration Using Stationary Velocity Fields and Wendland Basis Functions.
IEEE Trans. Medical Imaging, 2016
Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring.
IEEE Trans. Medical Imaging, 2016
NeuroImage, 2016
Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016
Proceedings of the Breast Imaging, 2016
2015
Image registration using stationary velocity fields parameterized by norm-minimizing Wendland kernel.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
Optimal surface segmentation using flow lines to quantify airway abnormalities in chronic obstructive pulmonary disease.
Medical Image Anal., 2014
J. Math. Imaging Vis., 2014
Brain region's relative proximity as marker for Alzheimer's disease based on structural MRI.
BMC Medical Imaging, 2014
Adv. Comput. Math., 2014
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
2013
SIAM J. Imaging Sci., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
A unifying framework for automatic and semi-automatic segmentation of vertebrae from radiographs using sample-driven active shape models.
Mach. Vis. Appl., 2013
J. Math. Imaging Vis., 2013
Morphometric connectivity analysis to distinguish normal, mild cognitive impaired, and Alzheimer subjects based on brain MRI.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Femoral cartilage segmentation in Knee MRI scans using two stage voxel classification.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
IEEE Trans. Medical Imaging, 2012
IEEE Trans. Medical Imaging, 2012
A Bayesian Framework for Automated Cardiovascular Risk Scoring on Standard Lumbar Radiographs.
IEEE Trans. Medical Imaging, 2012
Distribution, Size, and Shape of Abdominal Aortic Calcified Deposits and Their Relationship to Mortality in Postmenopausal Women.
Int. J. Biomed. Imaging, 2012
Sparsity and scale: Compact representations of deformation for diffeomorphic registration.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012
Cascaded classifier for large-scale data applied to automatic segmentation of articular cartilage.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Mammographic Parenchymal Texture Analysis for Estrogen-Receptor Subtype Specific Breast Cancer Risk Estimation.
Proceedings of the Breast Imaging, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
2011
Maximum a Posteriori Estimation of Linear Shape Variation With Application to Vertebra and Cartilage Modeling.
IEEE Trans. Medical Imaging, 2011
IEEE Trans. Medical Imaging, 2011
IEEE Trans. Image Process., 2011
Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011
Automatic Segmentation of Vertebrae from Radiographs: A Sample-Driven Active Shape Model Approach.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales.
Proceedings of the Information Processing in Medical Imaging, 2011
Optimal Graph Based Segmentation Using Flow Lines with Application to Airway Wall Segmentation.
Proceedings of the Information Processing in Medical Imaging, 2011
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the Energy Minimazation Methods in Computer Vision and Pattern Recognition, 2011
Proceedings of the First Asian Conference on Pattern Recognition, 2011
2010
A framework for optimizing measurement weight maps to minimize the required sample size.
Medical Image Anal., 2010
On Restricting Planar Curve Evolution to Finite Dimensional Implicit Subspaces with Non-Euclidean Metric.
J. Math. Imaging Vis., 2010
The Differential of the Exponential Map, Jacobi Fields and Exact Principal Geodesic Analysis
CoRR, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Patch-Based Generative Shape Model and MDL Model Selection for Statistical Analysis of Archipelagos.
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations.
Proceedings of the Computer Vision - ECCV 2010, 2010
A Static SMC Sampler on Shapes for the Automated Segmentation of Aortic Calcifications.
Proceedings of the Computer Vision, 2010
Proceedings of the Computer Vision - ACCV 2010, 2010
2009
A SVD based Image Complexity Measure.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Fractal dimension and lacunarity analysis of mammographic patterns in assessing breast cancer risk related to HRT treated population: a longitudinal and cross-sectional study.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Scale focusing of statistical shape models for breast region segmentation and pectoral muscle suppression.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Proceedings of the Information Processing in Medical Imaging, 2009
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009
2008
IEEE Trans. Medical Imaging, 2008
Nonrigid Object Segmentation and Occlusion Detection in Image Sequences.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
A variational method for automatic localization of the most pathological ROI in the knee cartilage.
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Classification of Laser Induced Fluorescence spectra from normal and malignant tissues using Learning Vector Quantization neural network in bladder cancer diagnosis.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
Medical Image Anal., 2007
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Semi-automatic detection of calcifications using nonlinear stretching on x-ray images.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
2006
J. Math. Imaging Vis., 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
A pixelwise inpainting-based refinement scheme for quantizing calcification in the lumbar aorta on 2D lateral x-ray images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Digital Mammography, 2006
Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006
2005
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Information Processing in Medical Imaging, 2005
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Prediction of the location of the lumbar aorta using the first four lumbar vertebrae as a predictor.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the Eye Tracking Research & Application Symposium, 2004
Proceedings of the Computer Vision, 2004
Proceedings of the British Machine Vision Conference, 2004
2003
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003
2002
J. Math. Imaging Vis., 2002
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2002), 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
2001
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001
Proceedings of the Scale-Space and Morphology in Computer Vision, 2001
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001
2000
J. Vis. Commun. Image Represent., 2000
Special Issue on the Second International Conference on Scale Space Theory in Computer Vision: Guest Editors' Comments.
J. Vis. Commun. Image Represent., 2000
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000
Proceedings of the Algebraic Frames for the Perception-Action Cycle, 2000
1999
Proceedings of the Scale-Space Theories in Computer Vision, 1999
1998
Int. J. Comput. Vis., 1998
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Feature Displacement Interpolation.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
Proceedings of the Gaussian Scale-Space Theory, 1997
IEEE Trans. Pattern Anal. Mach. Intell., 1997
Generic Events for the Gradient Squared with Application to Multi-Scale Segmentation.
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997
1995
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
1993
Proceedings of the British Machine Vision Conference, 1993