Hasnae Zerouaoui

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Ensemble Learning

Binary Classification

Top Venues

Data Technol. Appl.

Publications

Hasnae Zerouaoui, Omar El Alaoui, Ali Idri
New design strategies of deep heterogenous convolutional neural networks ensembles for breast cancer diagnosis. Multim. Tools Appl. 83 (24) (2024)
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
A new approach for histological classification of breast cancer using deep hybrid heterogenous ensemble. Data Technol. Appl. 57 (2) (2023)
Asma Zizaan, Ali Idri, Hasnae Zerouaoui
Applied Deep Learning Architectures for Breast Cancer Screening Classification. ICAART (3) (2023)
Ferdaous Idlahcen, Ali Idri, Hasnae Zerouaoui
Integrating Autoencoder-Based Hybrid Models into Cervical Carcinoma Prediction from Liquid-Based Cytology. DATA (2023)
Fatima Zahrae Nakach, Hasnae Zerouaoui, Ali Idri
Binary classification of multi-magnification histopathological breast cancer images using late fusion and transfer learning. Data Technol. Appl. 57 (5) (2023)
Fatima Zahrae Nakach, Ali Idri, Hasnae Zerouaoui
Deep Hybrid Bagging Ensembles for Classifying Histopathological Breast Cancer Images. ICAART (2) (2023)
Omar El Alaoui, Hasnae Zerouaoui, Ali Idri
Deep Stacked Ensemble for Breast Cancer Diagnosis. WorldCIST (1) (2022)
Fatima Zahrae Nakach, Hasnae Zerouaoui, Ali Idri
Random Forest Based Deep Hybrid Architecture for Histopathological Breast Cancer Images Classification. ICCSA (2) (2022)
Hasnae Zerouaoui, Ali Idri
Deep hybrid architectures for binary classification of medical breast cancer images. Biomed. Signal Process. Control. 71 (Part) (2022)
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
Histological breast cancer classification using CNN and MLP based ensembles. AICCSA (2022)
Fatima Zahrae Nakach, Hasnae Zerouaoui, Ali Idri
Deep Hybrid AdaBoost Ensembles for Histopathological Breast Cancer Classification. WorldCIST (1) (2022)
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
Assessing the Impact of Deep End-to-End Architectures in Ensemble Learning for Histopathological Breast Cancer Classification. KDIR (2022)
Hasnae Zerouaoui, Ali Idri
Comparative Assessment of Deep End-To-End, Deep Hybrid and Deep Ensemble Learning Architectures for Breast Cancer Histological Classification. IC3K (2022)
Ferdaous Idlahcen, Pierjos Francis Colere Mboukou, Hasnae Zerouaoui, Ali Idri
Whole-slide Classification of H&E-stained Cervix Uteri Tissue using Deep Neural Networks. KDIR (2022)
Hasnae Zerouaoui, Ali Idri
Classifying Breast Cytological Images using Deep Learning Architectures. HEALTHINF (2022)
Hasnae Zerouaoui, Ali Idri, Fatima Zahrae Nakach, Ranya El Hadri
Breast Fine Needle Cytological Classification Using Deep Hybrid Architectures. ICCSA (2) (2021)
Hasnae Zerouaoui, Ali Idri
Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging. J. Medical Syst. 45 (1) (2021)
Hasnae Zerouaoui, Ali Idri, Khalid El Asnaoui
Machine Learning and Image Processing for Breast Cancer: A Systematic Map. WorldCIST (3) (2020)