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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

Publications (15 au total)

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

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

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

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

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

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

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.