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 (MICCAI (3), 2012)

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 (IPMI, 2013)

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)

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 (Computer-Aided Diagnosis, 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 (Computer-Aided Diagnosis, 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)

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)

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; et al. (CoRR, 2016)

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks. - Arnaud Arindra Adiyoso Setio; Francesco Ciompi; Geert Litjens 001; 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)

Crowdsourced Emphysema Assessment. - Silas Nyboe Ørting; Veronika Cheplygina; Jens Petersen; Laura H. Thomsen; Mathilde M. W. Wille; Marleen de Bruijne (CVII-STENT/LABELS@MICCAI, 2017)

Detecting emphysema with multiple instance learning. - Silas Nyboe Ørting; Jens Petersen; Laura H. Thomsen; Mathilde M. W. Wille; Marleen de Bruijne (ISBI, 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 (MICCAI (2), 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 (CVII-STENT/LABELS@MICCAI, 2018)

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)

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)