Industrial and medical anomaly detection through cycle-consistent adversarial networks

Autor: Bougaham, Arnaud, Delchevalerie, Valentin, El Adoui, Mohammed, Frénay, Benoît

Publikováno v: In Neurocomputing 21 January 2025 614

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Composite Score for Anomaly Detection in Imbalanced Real-World Industrial Dataset

Autor: Arnaud Bougaham, El Adoui Mohammed, Isabelle Linden, Benoît Frénay

Publikováno v: Bougaham, A, Adoui, M E, Linden, I & Frénay, B 2022 ' Composite Score for Anomaly Detection in Imbalanced Real-World Industrial Dataset ' .
University of Namur

In recent years, the industrial sector has evolved towards its fourth revolution. The quality control domain is particularly interested in advanced machine learning for computer vision anomaly detection. Nevertheless, several challenges have to be fa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::8300d27a2a726253b2aafa47980921f4
https://pure.unamur.be/ws/files/75332841/2211.15513v1.pdf

Predicting the Breast Cancer response to Chemotherapy by Image Processing and Deep Learning

Autor: El Adoui, Mohammed

Publikováno v: Intelligence artificielle [cs.AI]. Université de Mons (UMONS), 2021. Français

Breast cancer is one of the most common diseases in women around the world. This cancer is the leading reason for death in women aged 35 to 70 years old. The growth of cases of breast cancer, as well as a large number of imaging examinations carried

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::46300fc7a0fe4fc9b3cbdbe303ca0a8c
https://hal.archives-ouvertes.fr/tel-03234767/file/Rapport_These_Mohammed_EL_ADOUI_FPMs_Publique_complet.pdf