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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)

Instance Segmentation of Brain Tumors in MRI Using Mask R-CNN with BrainSeg and PointRend Enhancements

Auteur: Mourad Hikki, Aziz Darouichi, Abdessamad Elboushaki

Revue: Lecture Notes in Networks and Systems

Année: 2026

DOI: 10.1007/978-3-032-21200-9_13

Intelligent Platform for Medical Diagnosis and Tumor Detection

Auteur: Ilham Nouini, Aziz Ouaarab, Aziz Darouichi

Revue: 2026 IEEE 13th International Symposium on Signal, Image, Video and Communications (ISIVC)

Année: 2026

DOI: 10.1109/isivc69944.2026.11574365

ResCAM-Net: Residual Convolution and Atrous Multi-Scale Network for Robust Medical Image Segmentation

Auteur: Fouzia El Abassi, Aziz Darouichi, Aziz Ouaarab

Revue: Computing and Informatics

Année: 2026

DOI: 10.31577/cai_2026_4_830

Evaluating Boundary-Aware Losses for U-KAN on BraTS 2023 Brain Tumor Segmentation

Auteur: Mourad Hikki, Aziz Darouichi, Abdessamad Elboushaki

Revue: BMC Medical Imaging

Année: 2026

DOI: 10.21203/rs.3.rs-11040029/v1

Transformer-Based Fundus Screening: Swin-Tiny for Retinal Disease Classification

Auteur: Kawtar Naim, Aziz Darouichi

Revue: Lecture Notes in Networks and Systems

Année: 2026

DOI: 10.1007/978-3-032-19963-8_2

Deep Discrete Representation Learning for Cytological Image Reconstruction with VQ-VAE and VQGAN

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

Revue: Lecture Notes in Networks and Systems

Année: 2026

DOI: 10.1007/978-3-032-19963-8_14

The Evolution of Medical Image Segmentation: From Traditional Encoder–Decoders to Transformer-Based UNETR

Auteur: Fouzia El Abassi, Aziz Darouichi, Aziz Ouaarab

Revue: Advances in Science, Technology & Innovation

Année: 2026

DOI: 10.1007/978-3-031-97825-8_94

Multimodal Brain Tumor Segmentation Approach Based on 3D U-Net Architecture

Auteur: Khaoula Echine, Aziz Darouichi

Revue: Advances in Science, Technology & Innovation

Année: 2026

DOI: 10.1007/978-3-031-97825-8_86

Toward smarter training: Per-module optimizer and hyperparameter tuning via metaheuristics for lung image segmentation

Auteur: Fouzia El Abassi, Aziz Darouichi, Aziz Ouaarab

Revue: Informatics in Medicine Unlocked

Année: 2026

DOI: 10.1016/j.imu.2026.101831

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.