2022 · Fatima Zahra Belharar, Nabila Zrira · International Conference on Sciences of Electronics, Technologies of Information and Telecommunications · 16

Discriminative Deep Belief Network for Indoor Environment Classification Using Global Visual Features

2018 · Nabila Zrira, Haris Ahmad Khan, et al. · Cognitive Computation · 16

How Can Artificial Intelligence Identify Knee Osteoarthritis from Radiographic Images with Satisfactory Accuracy?: A Literature Review for 2018–2024

2024 · Said Touahema, Imane Zaimi, et al. · Applied Sciences · 14

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Application of Deep Learning Methods in a Moroccan Ophthalmic Center: Analysis and Discussion

2023 · Zineb Farahat, Nabila Zrira, et al. · Diagnostics · 14

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ESC-UNET: A hybrid CNN and Swin Transformers for skin lesion segmentation

2025 · Anwar Jimi, Nabila Zrira, et al. · Intelligence-Based Medicine · 13

2017 · Soufana Mekouar, Nabila Zrira, et al. · International Conference on Big Data, Cloud and Applications (BDCA) · 13

STEFF: Spatio-temporal EfficientNet for dynamic texture classification in outdoor scenes

2024 · Kaoutar Mouhcine, Nabila Zrira, et al. · Heliyon · 11

Skin Lesion Segmentation Using Attention-Based DenseUNet

2023 · Anwar Jimi, Hind Abouche, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 10

Automated Skin Lesion Segmentation using VGG-UNet

2022 · Anwar Jimi, Hind Abouche, et al. · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) · 9

Development of a bilingual healthcare chatbot for pregnant women: A comparative study of deep learning models with BiGRU optimization

2025 · Ablavi Ericka Armela Kaneho, Nabila Zrira, et al. · Intelligence-Based Medicine · 8

SereniSens: a Multimodal AI Framework with LLMs for Stress Prediction through Sleep Biometrics

2024 · Othman Wahab, Mehdi Adda, et al. · Procedia Computer Science · 8

3D Object Categorization and Recognition based on Deep Belief Networks and Point Clouds

2016 · Fatima Zahra Ouadiay, Nabila Zrira, et al. · International Conference on Informatics in Control, Automation and Robotics (ICINCO) · 8

BreastCare application: Moroccan Breast cancer diagnosis through deep learning-based image segmentation and classification

2025 · Nouhaila Erragzi, Nabila Zrira, et al. · Intelligence-Based Medicine · 7

US-Net: A Breast Ultrasound Image Segmentation using Deep Learning

2023 · Nouhaila Erragzi, Nabila Zrira, et al. · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) · 7

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Segmentation and Classification of Dermoscopic Skin Cancer on Green Channel

2022 · Hind Abouche, Anwar Jimi, et al. · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) · 7

A Survey on Existing Chatbots for Pregnant Women’s Healthcare

2022 · Ablavi Ericka Armela Kaneho, Nabila Zrira, et al. · IEEE International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS) · 6

Community outlier detection in social networks based on graph matching

2018 · Soufiana Mekouar, Nabila Zrira, et al. · International Journal of Autonomous and Adaptive Communications Systems · 6

On the use of 3D modeling, reconstruction and printing techniques for the development of a total ossicular replacement prosthesis: a case study of cholesteatoma

2025 · Manal Leouafi, Maryam El Menyari, et al. · Biomedical Materials · 5

STA-SST: Spatio-temporal time series prediction of Moroccan Sea surface temperature

2024 · Isam Elafi, Nabila Zrira, et al. · Journal of Sea Research · 5

2D/3D Object Recognition and Categorization Approaches for Robotic Grasping

2017 · Nabila Zrira, Mohamed Hannat, et al. · Studies in computational intelligence · 5

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Works count: 69

Citation count: 438

H-index: 11

I10-index: 13