Logo UCA Logo UCA
Icon P.S.
Retour à l'ouvrage

Informations du chercheur

Nom complet

DAROUICHI Aziz

Grade

PH

Spécialité

Mathématiques Appliquées et Informatique

Thématique de recherche

Artificial Intelligence, Computer Vision, Image Processing, Bio-inspired Algorithms, Remote Sensing

Laboratoire

Laboratoire d’Ingénierie Informatique et Systèmes

Établissement

Faculte des Sciences et Techniques Gueliz

Publications (10 au total)

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

Auteur: Khaoula Echine, Aziz DAROUICHI

Revue: Statistics, Optimization & Information Computing

Année: 2025

DOI: 10.19139/soic-2310-5070-2786

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

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

Revue: Statistics, Optimization & Information Computing

Année: 2025

DOI: 10.19139/soic-2310-5070-2777

Deep Learning-Based Classification of Retinal Pathologies

Auteur: Kawtar NAIM, Aziz DAROUICHI

Revue: Statistics, Optimization & Information Computing

Année: 2025

DOI: 10.19139/soic-2310-5070-2767

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

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

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

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

Comparative Analysis of U-Net with Transfer Learning and Attention Mechanism for Enhanced Medical Image Segmentation

Auteur: Fouzia El Abassi, Aziz Darouichi, Aziz Ouaarab

Revue: Lecture Notes in Networks and Systems

Année: 2024

DOI: 10.1007/978-3-031-68653-5_52

Communications (30 au total)

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

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

Thèses (0 au total)

Aucune thèse disponible.