Mathilde M. W. Wille

According to our database, Mathilde M. W. Wille authored at least 15 papers between 2012 and 2020.

Collaborative distances:

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

2020

Classification of Volumetric Images Using Multi-Instance Learning and Extreme Value Theorem.

Ruwan B. Tennakoon, Gerda Bortsova, Silas Nyboe Ørting, Amirali K. Gostar, Mathilde M. W. Wille, Zaigham Saghir, Reza Hoseinnezhad, Marleen de Bruijne, Alireza Bab-Hadiashar

IEEE Trans. Medical Imaging, 2020

Learning to Quantify Emphysema Extent: What Labels Do We Need?

Silas Nyboe Ørting, Jens Petersen, Laura H. Thomsen, Mathilde M. W. Wille, Marleen de Bruijne

IEEE J. Biomed. Health Informatics, 2020

2018

Feature Learning Based on Visual Similarity Triplets in Medical Image Analysis: A Case Study of Emphysema in Chest CT Scans.

Silas Nyboe Ørting, Jens Petersen, Veronika Cheplygina, Laura H. Thomsen, Mathilde M. W. Wille, Marleen de Bruijne

Proceedings of the Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2018

Deep Learning from Label Proportions for Emphysema Quantification.

Gerda Bortsova, Florian Dubost, Silas N. Ørting, Ioannis Katramados, Laurens Hogeweg, Laura H. Thomsen, Mathilde M. W. Wille, Marleen de Bruijne

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Detecting emphysema with multiple instance learning.

Silas Nyboe Ørting, Jens Petersen, Laura H. Thomsen, Mathilde M. W. Wille, Marleen de Bruijne

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

Crowdsourced Emphysema Assessment.

Silas Nyboe Ørting, Veronika Cheplygina, Jens Petersen, Laura H. Thomsen, Mathilde M. W. Wille, Marleen de Bruijne

Proceedings of the Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2017

2016

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks.

Arnaud Arindra Adiyoso Setio, Francesco Ciompi, Geert Litjens, Paul K. Gerke, Colin Jacobs, Sarah J. van Riel, Mathilde Marie Winkler Wille, Matiullah Naqibullah, Clara I. Sánchez, Bram van Ginneken

IEEE Trans. Medical Imaging, 2016

Towards automatic pulmonary nodule management in lung cancer screening with deep learning.

Francesco Ciompi, Kaman Chung, Sarah J. van Riel, Arnaud Arindra Adiyoso Setio, Paul K. Gerke, Colin Jacobs, Ernst Th. Scholten, Cornelia Schaefer-Prokop, Mathilde M. W. Wille, Alfonso Marchiano, Ugo Pastorino, Mathias Prokop, Bram van Ginneken

CoRR, 2016

2015

Geodesic Atlas-Based Labeling of Anatomical Trees: Application and Evaluation on Airways Extracted From CT.

Aasa Feragen, Jens Petersen, Megan Owen, Pechin Lo, Laura Hohwu Thomsen, Mathilde Marie Winkler Wille, Asger Dirksen, Marleen de Bruijne

IEEE Trans. Medical Imaging, 2015

Bag-of-Frequencies: A Descriptor of Pulmonary Nodules in Computed Tomography Images.

Francesco Ciompi, Colin Jacobs, Ernst Th. Scholten, Mathilde M. W. Wille, Pim A. de Jong, Mathias Prokop, Bram van Ginneken

IEEE Trans. Medical Imaging, 2015

Computer-aided detection of lung cancer: combining pulmonary nodule detection systems with a tumor risk prediction model.

Arnaud A. A. Setio, Colin Jacobs, Francesco Ciompi, Sarah J. van Riel, Mathilde Marie Winkler Wille, Asger Dirksen, Eva M. van Rikxoort, Bram van Ginneken

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Automatic detection of spiculation of pulmonary nodules in computed tomography images.

Francesco Ciompi, Colin Jacobs, Ernst Th. Scholten, Sarah J. van Riel, Mathilde M. W. Wille, Mathias Prokop, Bram van Ginneken

Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

2014

Optimal surface segmentation using flow lines to quantify airway abnormalities in chronic obstructive pulmonary disease.

Jens Petersen, Mads Nielsen, Pechin Lo, Lars Haug Nordenmark, Jesper Johannes Holst Pedersen, Mathilde Marie Winkler Wille, Asger Dirksen, Marleen de Bruijne

Medical Image Anal., 2014

2013

Tree-Space Statistics and Approximations for Large-Scale Analysis of Anatomical Trees.

Aasa Feragen, Megan Owen, Jens Petersen, Mathilde M. W. Wille, Laura H. Thomsen, Asger Dirksen, Marleen de Bruijne

Proceedings of the Information Processing in Medical Imaging, 2013

2012

A Hierarchical Scheme for Geodesic Anatomical Labeling of Airway Trees.

Aasa Feragen, Jens Petersen, Megan Owen, Pechin Lo, Laura H. Thomsen, Mathilde M. W. Wille, Asger Dirksen, Marleen de Bruijne

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012