Mads Nielsen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
57
Venues
16
Active years
1993–2025
Best venue rank
A*
Where they publish
Papers
57 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICCV | To Label or Not to Label: PALM - a Predictive Model for Evaluating Sample Efficiency in Active Learning Models. | Julia Machnio, Mads Nielsen, Mostafa Mehdipour-Ghazi |
| 2025 | MICCAI | General Methods Make Great Domain-Specific Foundation Models: A Case-Study on Fetal Ultrasound. | Jakob Ambsdorf, Asbjrn Munk, Sebastian Nrgaard Llambias, Anders Nymark Christensen, Kamil Wojciech Mikolaj, Randall Balestriero, Martin Grnnebk Tolsgaard, Aasa Feragen, Mads Nielsen |
| 2025 | MICCAI | Source-Free Domain Adaptation for Cross-Modality Cardiac Image Segmentation with Contrastive Class Relationship Consistency. | Ao Ma, Qingpeng Zhu, Jingjing Li, Mads Nielsen, Xu Chen |
| 2024 | CVPR | HyperLeaf2024 - A Hyperspectral Imaging Dataset for Classification and Regression of Wheat Leaves. | William Michael Laprade, Pawel Tomasz Pieta, Svetlana Kutuzova, Jesper Cairo Westergaard, Mads Nielsen, Svend Christensen, Anders Bjorholm Dahl |
| 2024 | MICCAI | Unsupervised Detection of Fetal Brain Anomalies Using Denoising Diffusion Models. | Markus Ditlev Sjgren Olsen, Jakob Ambsdorf, Manxi Lin, Caroline Takse-Vester, Morten Bo Sndergaard Svendsen, Anders Nymark Christensen, Mads Nielsen, Martin Grnnebk Tolsgaard, Aasa Feragen, Paraskevas Pegios |
| 2023 | MICCAI | Leveraging Shape and Spatial Information for Spontaneous Preterm Birth Prediction. | Paraskevas Pegios, Emilie Pi Fogtmann Sejer, Manxi Lin, Zahra Bashir, Morten Bo Sndergaard Svendsen, Mads Nielsen, Eike Petersen, Anders Nymark Christensen, Martin Grnnebk Tolsgaard, Aasa Feragen |
| 2023 | MICCAI | Active Transfer Learning for 3D Hippocampus Segmentation. | Ji Wu, Zhongfeng Kang, Sebastian Nrgaard Llambias, Mostafa Mehdipour-Ghazi, Mads Nielsen |
| 2022 | ICLR | Information Bottleneck: Exact Analysis of (Quantized) Neural Networks. | Stephan Sloth Lorenzen, Christian Igel, Mads Nielsen |
| 2022 | MICCAI | Instance-Specific Augmentation of Brain MRIs with Variational Autoencoders. | Jon Middleton, Marko Bauer, Jacob Johansen, Mads Nielsen, Stefan Sommer, Akshay Pai |
| 2019 | ICONIP | On the Initialization of Long Short-Term Memory Networks. | Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sbastien Ourselin, Lauge Srensen |
| 2019 | MICCAI | 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 Srensen, Mads Nielsen, Akshay Pai, Sbastien Ourselin, Marc Modat, Parashkev Nachev, M. Jorge Cardoso |
| 2019 | MICCAI | Knowledge Distillation for Semi-supervised Domain Adaptation. | Mauricio Orbes-Arteaga, M. Jorge Cardoso, Lauge Srensen, Christian Igel, Sbastien Ourselin, Marc Modat, Mads Nielsen, Akshay Pai |
| 2016 | MICCAI | A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images. | Akshay Pai, Stefan Sommer, Lars Lau Rakt, Line Khnel, Sune Darkner, Lauge Srensen, Mads Nielsen |
| 2015 | MICCAI | Locally Orderless Registration for Diffusion Weighted Images. | Henrik G. Jensen, Franois Lauze, Mads Nielsen, Sune Darkner |
| 2013 | MICCAI | Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network. | Adhish Prasoon, Kersten Petersen, Christian Igel, Franois Lauze, Erik Dam, Mads Nielsen |
| 2012 | ICPR | Metric learning by directly minimizing the k-NN training error. | Konstantin Chernoff, Marco Loog, Mads Nielsen |
| 2012 | ICPR | A splitting algorithm for directional regularization and sparsification. | Lars Lau Rakt, Mads Nielsen |
| 2011 | ICCV | Means in spaces of tree-like shapes. | Aasa Feragen, Sren Hauberg, Mads Nielsen, Franois Lauze |
| 2011 | MICCAI | Automatic Segmentation of Vertebrae from Radiographs: A Sample-Driven Active Shape Model Approach. | Peter Mysling, Kersten Petersen, Mads Nielsen, Martin Lillholm |
| 2011 | MMSP | Multi-hypothesis transform domain Wyner-Ziv video coding including optical flow. | Xin Huang, Lars Lau Rakt, Huynh Van Luong, Mads Nielsen, Franois Lauze, Sren Forchhammer |
| 2010 | ACCV | Geometries on Spaces of Treelike Shapes. | Aasa Feragen, Franois Lauze, Pechin Lo, Marleen de Bruijne, Mads Nielsen |
| 2010 | ECCV | A Static SMC Sampler on Shapes for the Automated Segmentation of Aortic Calcifications. | Kersten Petersen, Mads Nielsen, Sami S. Brandt |
| 2010 | ECCV | Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations. | Stefan Sommer, Franois Lauze, Sren Hauberg, Mads Nielsen |
| 2010 | ICPR | Weighting of the k-Nearest-Neighbors. | Konstantin Chernoff, Mads Nielsen |
| 2010 | ICPR | Fundamental Geodesic Deformations in Spaces of Treelike Shapes. | Aasa Feragen, Franois Lauze, Mads Nielsen |
| 2010 | MICCAI | Patch-Based Generative Shape Model and MDL Model Selection for Statistical Analysis of Archipelagos. | Melanie Ganz, Mads Nielsen, Sami S. Brandt |
| 2010 | MICCAI | Early Detection of Emphysema Progression. | Vladlena Gorbunova, Sander S. A. M. Jacobs, Pechin Lo, Asger Dirksen, Mads Nielsen, Alireza Bab-Hadiashar, Marleen de Bruijne |
| 2010 | MICCAI | Conditional Point Distribution Models. | Kersten Petersen, Mads Nielsen, Sami S. Brandt |
| 2009 | CVPR | Dense iterative contextual pixel classification using Kriging. | Melanie Ganz, Marco Loog, Sami S. Brandt, Mads Nielsen |
| 2009 | CVPR | Bicycle chain shape models. | Stefan Sommer, Aditya Tatu, Chen Chen, D. R. Jurgensen, Marleen de Bruijne, Marco Loog, Mads Nielsen, Franois Lauze |
| 2009 | MICCAI | Learning COPD Sensitive Filters in Pulmonary CT. | Lauge Srensen, Pechin Lo, Haseem Ashraf, Jon Sporring, Mads Nielsen, Marleen de Bruijne |
| 2008 | BIBE | Classification of Laser Induced Fluorescence spectra from normal and malignant tissues using Learning Vector Quantization neural network in bladder cancer diagnosis. | Gopal Karemore, Mads Nielsen, Kim Komal Mascarenhas, K. S. Choudhary, Ajeethkumar Patil, V. K. Unnikrishnan, Vijendra Prabhu, Arunkumar Chowla, C. Santhosh |
| 2008 | MICCAI | Weight Preserving Image Registration for Monitoring Disease Progression in Lung CT. | Vladlena Gorbunova, Pechin Lo, Haseem Ashraf, Asger Dirksen, Mads Nielsen, Marleen de Bruijne |
| 2007 | MICCAI | Quantifying Calcification in the Lumbar Aorta on X-Ray Images. | Lars A. Conrad-Hansen, Marleen de Bruijne, Franois Lauze, Lszl B. Tank, Paola Pettersen, Qing He, Jianghong Chen, Claus Christiansen, Mads Nielsen |
| 2007 | MICCAI | A Family of Principal Component Analyses for Dealing with Outliers. | Juan Eugenio Iglesias, Marleen de Bruijne, Marco Loog, Franois Lauze, Mads Nielsen |
| 2007 | MICCAI | Quantifying Effect-Specific Mammographic Density. | Jakob Raundahl, Marco Loog, Paola Pettersen, Mads Nielsen |
| 2006 | MICCAI | Quantitative Vertebral Morphometry Using Neighbor-Conditional Shape Models. | Marleen de Bruijne, Michael T. Lund, Lszl B. Tank, Paola Pettersen, Mads Nielsen |
| 2004 | BMVC | A Variational Algorithm For Motion Compensated Inpainting. | Franois Lauze, Mads Nielsen |
| 2004 | ECCV | From a 2D Shape to a String Structure Using the Symmetry Set. | Arjan Kuijper, Ole Fogh Olsen, Peter J. Giblin, Philip Bille, Mads Nielsen |
| 2004 | ECCV | A PDE Solution of Brownian Warping. | Mads Nielsen, Peter Johansen |
| 2004 | ETRA | Eye tracking off the shelf. | Dan Witzner Hansen, David J. C. MacKay, John Paulin Hansen, Mads Nielsen |
| 2004 | ICPR | Image Segmentation by Shape Particle Filtering. | Marleen de Bruijne, Mads Nielsen |
| 2004 | MICCAI | Shape Particle Filtering for Image Segmentation. | Marleen de Bruijne, Mads Nielsen |
| 2002 | MICCAI | Brownian Warps: A Least Committed Prior for Non-rigid Registration. | Mads Nielsen, Peter Johansen, Andrew D. Jackson, Benny Lautrup |
| 2002 | MVA | Tracking Eyes Using Shape and Appearance. | Dan Witzner Hansen, Mads Nielsen, John Paulin Hansen, Anders Sewerin Johansen, Mikkel B. Stegmann |
| 2002 | WACV | Eye Typing using Markov and Active Appearance Models. | Dan Witzner Hansen, John Paulin Hansen, Mads Nielsen, Anders Sewerin Johansen, Mikkel B. Stegmann |
| 2000 | MICCAI | Non-linear Diffusion for Interactive Multi-scale Watershed Segmentation. | Erik Dam, Mads Nielsen |
| 1999 | MICCAI | Non-rigid Registration by Geometry-Constrained Diffusion. | Per Rnsholt Andresen, Mads Nielsen |
| 1998 | ECCV | The Structure of the Optic Flow Field. | Mads Nielsen, Ole Fogh Olsen |
| 1998 | ICIP | Feature Displacement Interpolation. | Mads Nielsen, Per Rnsholt Andresen |
| 1998 | ICPR | A note on differential corner measures. | Jon Sporring, Mads Nielsen, Joachim Weickert, Ole Fogh Olsen |
| 1998 | MICCAI | 4D Shape-Preserving Modeling of Bone Growth. | Per Rnsholt Andresen, Mads Nielsen, Sven Kreiborg |
| 1997 | ICIAP | Multiscale Gradient Magnitude Watershed Segmentation. | Ole Fogh Olsen, Mads Nielsen |
| 1996 | ECCV | Regularization, Scale-Space, and Edge Detection Filters. | Mads Nielsen, Luc Florack, Rachid Deriche |
| 1995 | ICCV | Surface Reconstruction: GNCs and MFA. | Mads Nielsen |
| 1993 | BMVC | Isotropic Regularization. | Mads Nielsen |
| 1993 | BMVC | Graduated Non-Convexity by Smoothness Focusing. | Mads Nielsen |