Publications
Strategies to Reduce the Expert Supervision Required for Deep Learning-Based Segmentation of Histopathological Images.
Frontiers in Medicine (6). 2019.
SNOW: Semi-Supervised, NOisy and/or Weak Data for Deep Learning in Digital Pathology.
IEEE 16th Int'l Symposium on Biomedical Imaging (ISBI 2019) (pp. 1869-1872).
Aller plus loin.... sans se perdre: la zone de défis.
Le Mag Anim' #13 - Mars 2019
Artifact Identification in Digital Pathology from Weak and Noisy Supervision with Deep Residual Networks.
4th Int'l Conference on Cloud Computing Technologies and Application (CloudTech'18).
Unsupervised vehicle detection in traffic scene using distributed one class classifiers.
Int'l Symposium on signal, Image, Video and Communications. 2012.
Work Experience
November 2015 - Present
Teaching Assistant and PhD Student, LISA Image, University of Brussels
Thesis topic: Deep Learning applied to histological images.
September 2013 - October 2015
Developper, Kisano Belgium S.A.
Web-based solutions Teleradiology Health information technologies
September 2011 - August 2013
Research Engineer, LISA Image, University of Brussels.
Image processing Machine learning Video analysis
August 2010 - November 2010
Intranet Patient flow & appointments Database
Education
- 2012: International Computer Vision Summer School (ICVSS 2012) in Sicily, Italy (15-21 July 2012).
- 2009-2011: Master in Biomedical Engineering (Medical Imaging and Informatics), University of Brussels (ULB)
- 2006-2009: Bachelor in Engineering, University of Brussels (ULB)
- 2006: Certificat d'Études Secondaires Supérieures, section Latin-Mathématiques, Athénée Émile Bockstael, Brussels.
Other activities
- 2010 - Present: Trainer, Scouts et Guides Pluralistes.
- 2014 - 2016: Group Leader, 164th Unit, Scouts et Guides Pluralistes.
- 2006 - 2011: Youth Leader (Cub Scouts), Les Scouts Pluralistes.
- 2006 - 2011: Board of European Students of Technology member. Local IT Responsible, ULB (2006-2008) ; local vice-president, ULB (2007-2009).
- 2009: Youth leader certification, Fédération Wallonie-Bruxelles.
Languages
- French: mother tongue
- English: fluent