Francois Bernard Lauze

Francois Bernard Lauze

Associate Professor

ORCID: 0000-0003-2503-6475

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  1. Published

    Femoral cartilage segmentation in knee MRI scans using two stage voxel classification

    Prasoon, A., Igel, Christian, Loog, M., Lauze, Francois Bernard, Dam, E. & Nielsen, Mads, 2013, 35th Annual International Conference of the IEEE; Engineering in Medicine and Biology Society (EMBC), 2013. IEEE, p. 5469-5472 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  2. Published

    Distribution, size, shape, growth potential and extent of abdominal aortic calcified deposits predict mortality in postmenopausal women

    Nielsen, Mads, Ganz, Melanie, Lauze, Francois Bernard, Pettersen, P. C., de Bruijne, Marleen, Clarkson, T. B., Dam, E. B., Christiansen, C. & Karsdal, M. A., 2010, In: BMC Cardiovascular Disorders. 10, 10 p., 56.

    Research output: Contribution to journal › Journal article › Research › peer-review

  3. Published

    Deep Learning-Assisted Localisation of Nanoparticles in synthetically generated two-photon microscopy images

    Netterstrøm, R., Kutuzov, Nikolay, Darkner, Sune, Pallesen, M. J., Lauritzen, Martin, Erleben, Kenny & Lauze, Francois Bernard, 2023, arXiv.org, 1 p.

    Research output: Working paper › Preprint › Research

  4. Published

    Supervised scale-regularized linear convolutionary filters

    Loog, M. & Lauze, Francois Bernard, Jul 2017, Proceedings of BMVC 2017. British Machine Vision Conference, 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  5. Published

    The improbability of Harris interest points

    Loog, M. & Lauze, Francois Bernard, 2010, In: IEEE Transaction on Pattern Analysis and Machine Intelligence. 32, 6, p. 1141-1147 7 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  6. Published

    Group Convolutional Neural Networks for DWI Segmentation

    Liu, Renfei, Lauze, Francois Bernard, Bekkers, E. J. & Erleben, Kenny, 2022, In: Proceedings of Machine Learning Research. 2022, 1, p. 1-11

    Research output: Contribution to journal › Conference article › Research

  7. Published

    Bundle Geodesic Convolutional Neural Network for DWI Segmentation from Single Scan Learning

    Liu, Renfei, Lauze, Francois Bernard, Erleben, Kenny & Darkner, Sune, 2021, Computational Diffusion MRI - 12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Cetin-Karayumak, S., Christiaens, D., Figini, M., Guevara, P., Gyori, N., Nath, V. & Pieciak, T. (eds.). Springer, p. 121-132 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13006 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  8. Published

    Bundle geodesic convolutional neural network for diffusion-weighted imaging segmentation

    Liu, Renfei, Lauze, Francois Bernard, Erleben, Kenny, Berg, Rune W. & Darkner, Sune, 2022, In: Journal of Medical Imaging. 9, 6, 14 p., 064002.

    Research output: Contribution to journal › Journal article › Research › peer-review

  9. Published

    SE(3) Group Convolutional Neural Networks and a Study on Group Convolutions and Equivariance for DWI Segmentation

    Liu, Renfei, Lauze, Francois Bernard, Bekkers, E. J., Erleben, Kenny & Darkner, Sune, 2023, Research Square, 32 p.

    Research output: Working paper › Preprint › Research

  10. Published

    Streamlet Tractography

    Liptrot, M. G., Darkner, Sune, Feragen, A. & Lauze, Francois Bernard, Apr 2017.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  11. Published

    Rotationally invariant clustering of diffusion MRI data using spherical harmonics

    Liptrot, M. G. & Lauze, Francois Bernard, 2016, Medical Imaging 2016: Image Processing. SPIE - International Society for Optical Engineering, Vol. 1. 7 p. 97843C. (Progress in Biomedical Optics and Imaging; No. 39, Vol. 17).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  12. Published

    Assessment of rotationally-invariant clustering using streamlet tractography

    Liptrot, M. G. & Lauze, Francois Bernard, 2016.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  13. Published

    A model-free unsupervised method to cluster brain tissue directly From DWI volumes

    Liptrot, M. G. & Lauze, Francois Bernard, 2014. 1 p.

    Research output: Contribution to conference › Conference abstract for conference › Research › peer-review

  14. Published

    Preface

    Lauze, Francois Bernard, Dong, Y. & Dahl, A. B., 2017, 6th International Conference on Scale Space and Variational Methods in Computer Vision, SSVM 2017, Kolding, 4 June 2017 - 8 June 2017. Springer, p. V-VI (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10302 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research

  15. Published

    Simultaneous reconstruction and segmentation of CT scans with shadowed data

    Lauze, Francois Bernard, Quéau, Y. & Plenge, E., Jun 2017, Scale Space and Variational Methods in Computer Vision: 6th International Conference, SSVM 2017, Kolding, Denmark, June 4-8, 2017, Proceedings. Lauze, F., Dong, Y. & Dahl, A. B. (eds.). Springer, p. 308-319 12 p. (Lecture notes in computer science, Vol. 10302).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  16. From Inpainting to Active Contours

    Lauze, Francois Bernard & Nielsen, M., 2005, Variational, Geometric, and Level Set Methods in Computer Vision. <Forlag uden navn>, p. 97-108 (Lecture notes in computer science, Vol. 3752/2005).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  17. Published

    From Inpainting to Active Contours

    Lauze, Francois Bernard & Nielsen, Mads, 2008, In: International Journal of Computer Vision. 79, 1, p. 31-43 14 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  18. Sur Quelques Méthodes de Calcul de Flot Optique à partir du Tenseur de Structure : Synthèse et Contribution

    Lauze, Francois Bernard, Kornprobst, P., Lenglet, C., Deriche, R. & Nielsen, M., 2004, ACTES RFIA. Vol. 1. p. 283-292

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  19. Inpainting Driven Segmentation

    Lauze, Francois Bernard & Nielsen, M., 2006, Patent No. PCT/EP2006/009748, 9 Oct 2006

    Research output: Patent

  20. Published

    Guest Editorial: Scale Space and Variational Methods

    Lauze, Francois Bernard, Dong, Y. & Dahl, A. B., 2018, In: Journal of Mathematical Imaging and Vision. 60, 9, p. 1367-1368

    Research output: Contribution to journal › Editorial › Research

  21. Published

    Dental artifacts in the head and neck region: implications for Dixon-based attenuation correction in PET/MR

    Ladefoged, C. N., Hansen, A. E., Keller, S., Fischer, Barbara Malene Bjerregaard, Rasmussen, J. H., Law, I., Kjær, A., Højgaard, Liselotte, Lauze, Francois Bernard, Beyer, T. & Andersen, F. L., 2015, In: European Journal of Nuclear Medicine and Molecular Imaging. 2, 15 p., 8.

    Research output: Contribution to journal › Journal article › Research › peer-review

  22. Published

    Correction of dental artifacts within the anatomical surface in PET/MRI using active shape models and k-nearest-neighbors

    Ladefoged, C. N., Andersen, F. L., Keller, S. H., Beyer, T., Højgaard, Liselotte & Lauze, Francois Bernard, 2014, Proceedings of SPIE Medical Imaging 2014: Image processing. Ourselin, S. & Styner, M. A. (eds.). SPIE - International Society for Optical Engineering, 7 p. 90341M. (Proceedings of S P I E - International Society for Optical Engineering, Vol. 9034). (Progress in Biomedical Optics and Imaging; No. 35, Vol. 15).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  23. Published

    Automatic correction of dental artifacts in PET/MRI

    Ladefoged, C. N., Andersen, F. L., Keller, S., Beyer, T., Law, I., Højgaard, Liselotte, Darkner, Sune & Lauze, Francois Bernard, 2015, In: SPIE Journal of Medical Imaging. 2, 2, 13 p., 024009.

    Research output: Contribution to journal › Journal article › Research › peer-review

  24. Published

    PET/MR imaging of head/neck in the presence of dental implants: reducing image artifacts and increasing accuracy through inpainting

    Ladefoged, C., Beyer, T., Keller, S., Law, I., Højgaard, L., Kjær, A., Lauze, Francois Bernard & Andersen, F., 2013, In: European Journal of Nuclear Medicine and Molecular Imaging. 40, Supplement 2, p. S140 1 p., OP601.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  25. Published

    Video super-resolution using simultaneous motion and intensity calculations

    Keller, S. H., Lauze, Francois Bernard & Nielsen, Mads, 2011, In: IEEE Transactions on Image Processing. 20, 7, p. 1870-1884 15 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

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