Event-Based Modeling with High-Dimensional Imaging Biomarkers for Estimating Spatial Progression of Dementia | Venkatraghavan, V.*, Dubost, F.*, Bron, E.E., Niessen, W.J., de Bruijne, M. and Klein, S. | IPMI | 2019 | https://arxiv.org/pdf/1903.03386.pdf |
Deep learning from label proportions for emphysema quantification | Bortsova, G., Dubost, F., Ørting, S., Katramados, I., Hogeweg, L., Thomsen, L., Wille, M. and de Bruijne, M. | MICCAI | 2018 | https://arxiv.org/pdf/1807.08601.pdf |
Quantification of lung abnormalities in cystic fibrosis using deep networks | Marques, F., Dubost, F., Kemner-van de Corput, M., Tiddens, H.A. and de Bruijne, M. | SPIE | 2018 | https://arxiv.org/pdf/1803.07991.pdf |
GP-Unet: Lesion Detection from Weak Labelswith a 3D Regression Network | Dubost, F., Bortsova, G., Adams, H., Ikram, A., Niessen, W.J., Vernooij, M. and De Bruijne, M. | MICCAI | 2017 | https://arxiv.org/pdf/1705.07999.pdf |
Segmentation of intracranial arterial calcification with deeply supervised residual dropout networks | Bortsova, G., van Tulder, G., Dubost, F., Peng, T., Navab, N., van der Lugt, A., Bos, D. and De Bruijne, M. | MICCAI | 2017 | https://arxiv.org/pdf/1706.01148.pdf |
Hands-free segmentation of medical volumes via binary inputs | Dubost, F., Peter, L., Rupprecht, C., Becker, B.G. and Navab, N. | MICCAI Workshop | 2016 | https://arxiv.org/pdf/1609.06192.pdf |