Search Results for author: Noureddine Zerhouni

Found 8 papers, 0 papers with code

A deep learning pipeline for breast cancer ki-67 proliferation index scoring

no code implementations14 Mar 2022 Khaled Benaggoune, Zeina Al Masry, Jian Ma, Christine Devalland, L. H Mouss, Noureddine Zerhouni

The extracted nuclei are then divided into overlapped and non-overlapped regions based on eight geometric and statistical features.

Semantic Segmentation

A CNN-based methodology for breast cancer diagnosis using thermal images

no code implementations30 Oct 2019 Juan Zuluaga-Gomez, Zeina Al Masry, Khaled Benaggoune, Safa Meraghni, Noureddine Zerhouni

Methods: We performed a study of the influence of data pre-processing, data augmentation and database size versus a proposed set of CNN models.

Data Augmentation

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