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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)

Investigating Loss Functions for Class Imbalance in the BraTS 23 Dataset

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

Date: 2024-06-10

Organisation: CC-UCA Marrakech

Ocular Disease Classification from OCT Images Using Deep Learning

Manifestation: The 5th edition of the Journées Scientifiques Doctorales

Date: 2024-06-01

Organisation: EMSI Marrakech

Enhancing Medical Image Segmentation through Modified Genetic Algorithms

Manifestation: The 5th edition of the Journées Scientifiques Doctorales

Date: 2024-06-01

Organisation: EMSI Marrakech

Investigating Loss Functions for Class Imbalance in the BraTS 23 Dataset

Manifestation: The 5th edition of the Journées Scientifiques Doctorales

Date: 2024-06-01

Organisation: EMSI Marrakech

Detection and Classification of Cervical Cancer using Pap Smear Images: An overview

Manifestation: The 5th edition of the Journées Scientifiques Doctorales

Date: 2024-06-01

Organisation: EMSI Marrakech

Retinal Disease Classification Using AI: A novel CapsNet-VGG16 architecture

Manifestation: The international conference on connected innovation and technology X.0 & the smart healthcare international conference

Date: 2024-04-22

Organisation: ENSAM Rabat-Morocco

Instance Segmentation for MRI Brain Tumor Segmentation

Manifestation: 4th International Conference on Applied Sciences & Computer Engineering (CASCE’23)

Date: 2023-11-30

Organisation: CIM-UCA-Marrakech

Enhancing Dermoscopic Image Segmentation through Transfer Learning: A Comparative Study

Manifestation: 4th International Conference on Applied Sciences & Computer Engineering (CASCE’23)

Date: 2023-11-30

Organisation: CIM-UCA-Marrakech

Medical Image Segmentation using Convolutional Neural Networks based Algorithms

Manifestation: International Workshop on Smart Systems and Artificial Intelligence (ISSAI'23)

Date: 2023-05-25

Organisation: Marrakesh-Morocco

Thèses (0 au total)

Aucune thèse disponible.