logo EDITE Soumaya TRABELSI
Identité
Soumaya TRABELSI
État académique
Soutenance prévue le 2017-06-15
Sujet: Analyse et suivi des anomalies mammaires à partir d'imagerie multimodale IRM et mammographie
Direction de thèse:
Encadrement de thèse:
Laboratoire:
Voisinage
Ellipse bleue: doctorant, ellipse jaune: docteur, rectangle vert: permanent, rectangle jaune: HDR. Trait vert: encadrant de thèse, trait bleu: directeur de thèse, pointillé: jury d'évaluation à mi-parcours ou jury de thèse.
Productions scientifiques
oai:hal.archives-ouvertes.fr:hal-01391970
Choquet Integral based Feature Selection for Early Breast Cancer Diagnosis from MRIs
International audience
This paper focuses on breast cancer of the mammary gland. Both basic segmentation steps and usual features are recalled. Then textural and morphological information are combined to improve the overall performance of breast MRI in a computer-aided system. A model of selection based on Choquet integral is provided. Such model is suitable when handling with a weak amount of data even ambiguous in some extent. Achieved results compared to well-known classification methods show the interest of our approach.
ICPRAM https://hal.archives-ouvertes.fr/hal-01391970 ICPRAM, Feb 2016, Rome, Italy. Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, pp.351 - 358, 2016, <10.5220/0005754703510358>ARRAY(0x7f5470854698) 2016-02-24
oai:hal.archives-ouvertes.fr:hal-01577916
ARRAY(0x7f547084aac0)
International audience
Image Processing, Applications and Systems (IPAS), 2016 International https://hal.archives-ouvertes.fr/hal-01577916 Image Processing, Applications and Systems (IPAS), 2016 International, Nov 2016, Hammamet, TunisiaARRAY(0x7f5470847500) 2016-11-05