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Nicolas Reyns
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2010 – 2019
- 2017
- [i1]Jose Dolz, Nicolas Reyns, Nacim Betrouni, Dris Kharroubi, Mathilde Quidet, Laurent Massoptier, Maximilien Vermandel:
A deep learning classification scheme based on augmented-enhanced features to segment organs at risk on the optic region in brain cancer patients. CoRR abs/1703.10480 (2017) - 2016
- [j3]Jose Dolz
, Anne Laprie
, Soléakhéna Ken, Henri-Arthur Leroy, Nicolas Reyns, Laurent Massoptier, Maximilien Vermandel:
Supervised machine learning-based classification scheme to segment the brainstem on MRI in multicenter brain tumor treatment context. Int. J. Comput. Assist. Radiol. Surg. 11(1): 43-51 (2016) - [j2]Jose Dolz
, Nacim Betrouni
, Mathilde Quidet, Dris Kharroubi, Henri-Arthur Leroy, Nicolas Reyns, Laurent Massoptier, Maximilien Vermandel:
Stacking denoising auto-encoders in a deep network to segment the brainstem on MRI in brain cancer patients: A clinical study. Comput. Medical Imaging Graph. 52: 8-18 (2016) - 2015
- [c2]Maximilien Vermandel, Grégory Baert, Nicolas Reyns, Nacim Betrouni:
Phantom and non-rigid registration to tackle distorsions from MRI in stereotactic conditions: Proof of concept and preliminary results. ISBI 2015: 1061-1064 - [c1]Jose Dolz
, Henri-Arthur Leroy, Nicolas Reyns, Laurent Massoptier, Maximilien Vermandel:
A fast and fully automated approach to segment optic nerves on MRI and its application to radiosurgery. ISBI 2015: 1102-1105 - 2013
- [j1]L. Verscheure, Laurent Peyrodie
, Anne-Sophie Dewalle
, Nicolas Reyns, Nacim Betrouni
, Serge Mordon
, Maximilien Vermandel:
Three-dimensional skeletonization and symbolic description in vascular imaging: preliminary results. Int. J. Comput. Assist. Radiol. Surg. 8(2): 233-246 (2013)
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