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Informations du chercheur

Nom complet

DAROUICHI Aziz

Grade

PH

Spécialité

Mathématiques Appliquées et Informatique

Thématique de recherche

Artificial Intelligence, Data Science, Computer Vision and Image Processing, Medical Image Analysis and Biomedical, Healthcare and Precision Medicine, Bio-inspired Algorithms for AI, Cybersecurity, Remote Sensing

Laboratoire

Laboratoire d’Ingénierie Informatique et Systèmes

Établissement

Faculte des Sciences et Techniques Gueliz

Ouvrages (0 au total)

Aucun ouvrage disponible.

Chapitres d'ouvrage (6 au total)

Optimizing Intrusion Detection Systems: A Machine Learning-Based Feature Selection Approach for Enhanced Cybersecurity.

Dans l'ouvrage: Reliability in Cyber-Physical Systems: The Human Factor Perspective

Auteur: Hiba Allah, Essarghi., Aziz, Darouichi.

Année: 2026

Éditeur: Springer, Cham

A Novel Approach for Brain Tumor Segmentation Using 3D U-Net with CBAM Module

Dans l'ouvrage: Deep Learning Applications in Healthcare and Medical Imaging Practice

Auteur: Echine, Khaoula and Darouichi, Aziz

Année: 2026

Éditeur: Springer, Cham

Efficient Pap-Smear Classification via GA-DnCNN Denoising and SE-Gate-Guided VGG16-ViT

Dans l'ouvrage: Deep Learning Applications in Healthcare and Medical Imaging Practice

Auteur: Oussahi, Salma, Darouichi, Aziz and El Guarmah, El Mahdi

Année: 2026

Éditeur: Springer, Cham

HIM-Net: Hybrid Inception-MobileViT with Inverted Residual Blocks for Diabetic Retinopathy Grading

Dans l'ouvrage: Deep Learning Applications in Healthcare and Medical Imaging Practice

Auteur: Naim, Kawtar and Darouichi, Aziz

Année: 2026

Éditeur: Springer, Cham

Marine Predators Algorithm for Optimizer Configuration in Breast Ultrasound Image Segmentation

Dans l'ouvrage: Deep Learning Applications in Healthcare and Medical Imaging Practice

Auteur: Fouzia El Abassi, Aziz Darouichi & Aziz Ouaarab

Année: 2026

Éditeur: Springer Cham

Automatic Loss Function Optimization for Image Segmentation Using Differential Evolution

Dans l'ouvrage: Smart Technologies for a Sustainable Environment

Auteur: El Abassi, Fouzia ; Darouichi, Aziz ; Ouaarab, Aziz

Année: 2026

Éditeur: Taylor & Francis Group

Publications (20 au total)

Refining U-Net Architecture Through Genetic Algorithms for Improved Skin Lesion Image Segmentation

Auteur: Fouzia El Abassi, Aziz Darouichi, Aziz Ouaarab

Revue: Communications in Computer and Information Science

Année: 2025

DOI: 10.1007/978-3-031-82156-1_11

<scp>TAU‐EffNetB7</scp>: A Novel Triple Attention U‐Net Approach Using <scp>EfficientNetB7</scp> for Enhanced Polyp Segmentation

Auteur: Fouzia El Abassi, Aziz Darouichi, Aziz Ouaarab

Revue: International Journal of Imaging Systems and Technology

Année: 2025

DOI: 10.1002/ima.70144

Enhanced Xception-Based Model for Binary Classification of Diabetic Retinopathy in Retinal Fundus Images

Auteur: Kawtar Naim, Aziz Darouichi

Revue: Lecture Notes in Information Systems and Organisation

Année: 2025

DOI: 10.1007/978-3-032-06725-8_35

Deep Learning-Based Classification of Retinal Pathologies

Auteur: Kawtar NAIM, Aziz DAROUICHI

Revue: Statistics, Optimization &amp; Information Computing

Année: 2025

DOI: 10.19139/soic-2310-5070-2767

Attention-Enhanced Deep Convolutional Denoising Autoencoder for Cervical Cancer Image Quality Improvement

Auteur: Salma OUSSAHI, Aziz DAROUICHI, El Mahdi EL GUARMAH

Revue: Statistics, Optimization &amp; Information Computing

Année: 2025

DOI: 10.19139/soic-2310-5070-2777

An Efficient Deep Learning Approach based on 3D Res-UNet for Multimodal Brain Tumor Segmentation

Auteur: Khaoula Echine, Aziz DAROUICHI

Revue: Statistics, Optimization &amp; Information Computing

Année: 2025

DOI: 10.19139/soic-2310-5070-2786

Segmentation of Cervical Cancer from MRI Images: An Overview

Auteur: Salma Oussahi, Aziz Darouichi, El Mahdi El Guarmah

Revue: 2024 International Conference on Connected Innovation and Technology (ICCITX)

Année: 2024

DOI: 10.1109/iccitx61791.2024.11070807

Retinal Disease Classification Using AI: A novel CapsNet-Vgg16 architecture

Auteur: Kawtar Naim, Aziz Darouichi

Revue: 2024 International Conference on Connected Innovation and Technology (ICCITX)

Année: 2024

DOI: 10.1109/iccitx61791.2024.11070715

3D AGSE-Res-UNet: An Efficient Deep Learning Approach based on Res-UNet for Brain Tumor Segmentation

Auteur: Khaoula Echine, Aziz Darouichi

Revue: 2024 International Conference on Connected Innovation and Technology (ICCITX)

Année: 2024

DOI: 10.1109/iccitx61791.2024.11070871

Communications (31 au total)

Metaheuristic-Based Deep Learning Approaches for Brain Tumor Detection and Classification

Manifestation: 3rd edition of the International Conference on Artificial Intelligence and Applied Mathematics (JIAMA’25)

Date: 2025-05-20

Organisation: ENSA Al-Hoceima, Morocco

The Evolution of Medical Image Segmentation: From Traditional Encoder-Decoders to Transformers

Manifestation: 1st edition of International Conference on Innovative Approaches and Applications for Sustainable Development (I2ASD’25)

Date: 2025-04-17

Organisation: ENS Meknès, Morocco.

Exploring Spatial Domain Filters in Cervical MRI Image Enhancement

Manifestation: 1st edition of International Conference on Innovative Approaches and Applications for Sustainable Development (I2ASD’25)

Date: 2025-04-17

Organisation: ENS Meknès, Morocco.

Multimodal Brain Tumor Segmentation Approach based on 3D U-Net architecture

Manifestation: 1st edition of International Conference on Innovative Approaches and Applications for Sustainable Development (I2ASD’25)

Date: 2025-04-17

Organisation: ENS Meknès, Morocco.

TAU-EffNetB7: A Novel Triple Attention U-Net Approach Using EfficientNetB7 for Enhanced Polyp Segmentation

Manifestation: International Conference on Computer Engineering and Artificial Intelligence (I2CEAI 2024)

Date: 2024-09-27

Organisation: FP Khouribga

Deep Learning-Based Classification of Retinal Pathologies

Manifestation: The 5th International Conference on Computer Science, Artificial Intelligence & Application (CSAIA’24)

Date: 2024-06-10

Organisation: CC-UCA Marrakech

Enhancing U-Net Architecture with Genetic Algorithm for Advanced Retinal Vessel Segmentation

Manifestation: The 5th International Conference on Computer Science, Artificial Intelligence & Application (CSAIA’24)

Date: 2024-06-10

Organisation: CC-UCA Marrakech

Advancements in Medical Imaging and Preprocessing Techniques for Cervical Cancer Detection and Analysis

Manifestation: The 5th International Conference on Computer Science, Artificial Intelligence & Application (CSAIA’24)

Date: 2024-06-10

Organisation: CC-UCA Marrakech

An Efficient Deep Learning Approach based on 3D Res-UNet for Multimodal Brain Tumor Segmentation

Manifestation: The 5th International Conference on Computer Science, Artificial Intelligence & Application (CSAIA’24)

Date: 2024-06-10

Organisation: CC-UCA Marrakech

Thèses (0 au total)

Aucune thèse disponible.