Hasnae Zerouaoui

20 papers C 3Journal 6Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
DHHoE: Deep hybrid homogenous ensemble for digital histological breast cancer classification.
Expert Syst. J. Knowl. Eng.
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
2024 — conf
AMONuSeg: A Histological Dataset for African Multi-organ Nuclei Semantic Segmentation.
MICCAI (9)
Hasnae Zerouaoui, Gbenga Peter Oderinde, Rida Lefdali, Karima Echihabi, Stephen Peter Akpulu, Nosereme Abel Agbon, Abraham Sunday Musa, Yousef Yeganeh, Azade Farshad, Nassir Navab
2024 J jnl
New design strategies of deep heterogenous convolutional neural networks ensembles for breast cancer diagnosis.
Multim. Tools Appl.
Hasnae Zerouaoui, Omar El Alaoui, Ali Idri
2023 J jnl
A new approach for histological classification of breast cancer using deep hybrid heterogenous ensemble.
Data Technol. Appl.
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
2023 — conf
Applied Deep Learning Architectures for Breast Cancer Screening Classification.
ICAART (3)
Asma Zizaan, Ali Idri, Hasnae Zerouaoui
2023 J jnl
Binary classification of multi-magnification histopathological breast cancer images using late fusion and transfer learning.
Data Technol. Appl.
Fatima Zahrae Nakach, Hasnae Zerouaoui, Ali Idri
2023 — conf
Deep Hybrid Bagging Ensembles for Classifying Histopathological Breast Cancer Images.
ICAART (2)
Fatima Zahrae Nakach, Ali Idri, Hasnae Zerouaoui
2023 C conf
Integrating Autoencoder-Based Hybrid Models into Cervical Carcinoma Prediction from Liquid-Based Cytology.
DATA
Ferdaous Idlahcen, Ali Idri, Hasnae Zerouaoui
2022 — conf
Assessing the Impact of Deep End-to-End Architectures in Ensemble Learning for Histopathological Breast Cancer Classification.
KDIR
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
2022 — conf
Classifying Breast Cytological Images using Deep Learning Architectures.
HEALTHINF
Hasnae Zerouaoui, Ali Idri
2022 C conf
Comparative Assessment of Deep End-To-End, Deep Hybrid and Deep Ensemble Learning Architectures for Breast Cancer Histological Classification.
IC3K
Hasnae Zerouaoui, Ali Idri
2022 — conf
Deep Hybrid AdaBoost Ensembles for Histopathological Breast Cancer Classification.
WorldCIST (1)
Fatima Zahrae Nakach, Hasnae Zerouaoui, Ali Idri
2022 — conf
Deep Stacked Ensemble for Breast Cancer Diagnosis.
WorldCIST (1)
Omar El Alaoui, Hasnae Zerouaoui, Ali Idri
2022 J jnl
Deep hybrid architectures for binary classification of medical breast cancer images.
Biomed. Signal Process. Control.
Hasnae Zerouaoui, Ali Idri
2022 C conf
Histological breast cancer classification using CNN and MLP based ensembles.
AICCSA
Hasnae Zerouaoui, Ali Idri, Omar El Alaoui
2022 — conf
Random Forest Based Deep Hybrid Architecture for Histopathological Breast Cancer Images Classification.
ICCSA (2)
Fatima Zahrae Nakach, Hasnae Zerouaoui, Ali Idri
2022 — conf
Whole-slide Classification of H&E-stained Cervix Uteri Tissue using Deep Neural Networks.
KDIR
Ferdaous Idlahcen, Pierjos Francis Colere Mboukou, Hasnae Zerouaoui, Ali Idri
2021 — conf
Breast Fine Needle Cytological Classification Using Deep Hybrid Architectures.
ICCSA (2)
Hasnae Zerouaoui, Ali Idri, Fatima Zahrae Nakach, Ranya El Hadri
2021 J jnl
Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging.
J. Medical Syst.
Hasnae Zerouaoui, Ali Idri
2020 — conf
Machine Learning and Image Processing for Breast Cancer: A Systematic Map.
WorldCIST (3)
Hasnae Zerouaoui, Ali Idri, Khalid El Asnaoui