Mehrez Marzougui

Abha, 61413, Saudi Arabia

Last Updated: 09/26/2026

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Found 18 publications

Multimodal brain tumor segmentation and classification based on optimized DeepLabV3 + and fused fire module with self-attention.

Multimodal brain tumor segmentation and classification based on optimized DeepLabV3 + and fused fire module with self-attention.

Journal: European journal of medical research

Published: September 10, 2025

A multimodal learning and simulation approach for perception in autonomous driving systems.

A multimodal learning and simulation approach for perception in autonomous driving systems.

Journal: Scientific reports

Published: July 29, 2025

Multiclass skin lesion classification and localziation from dermoscopic images using a novel network-level fused deep architecture and explainable artificial intelligence.

Multiclass skin lesion classification and localziation from dermoscopic images using a novel network-level fused deep architecture and explainable artificial intelligence.

Journal: BMC medical informatics and decision making

Published: April 12, 2025

Optimizing FCN for devices with limited resources using quantization and sparsity enhancement.

Optimizing FCN for devices with limited resources using quantization and sparsity enhancement.

Journal: Scientific reports

Published: April 10, 2025

An adaptive deep learning approach based on InBNFus and CNNDen-GRU networks for breast cancer and maternal fetal classification using ultrasound images.

An adaptive deep learning approach based on InBNFus and CNNDen-GRU networks for breast cancer and maternal fetal classification using ultrasound images.

Journal: Scientific reports

Published: December 03, 2024

DenseIncepS115: a novel network-level fusion framework for Alzheimer's disease prediction using MRI images.

DenseIncepS115: a novel network-level fusion framework for Alzheimer's disease prediction using MRI images.

Journal: Frontiers in oncology

Published: September 25, 2024

LesionNet: an automated approach for skin lesion classification using SIFT features with customized convolutional neural network.

LesionNet: an automated approach for skin lesion classification using SIFT features with customized convolutional neural network.

Journal: Frontiers in medicine

Published: August 27, 2024

An efficient decision support system for leukemia identification utilizing nature-inspired deep feature optimization.

An efficient decision support system for leukemia identification utilizing nature-inspired deep feature optimization.

Journal: Frontiers in oncology

Published: October 26, 2023

SkinNet-INIO: Multiclass Skin Lesion Localization and Classification Using Fusion-Assisted Deep Neural Networks and Improved Nature-Inspired Optimization Algorithm.

SkinNet-INIO: Multiclass Skin Lesion Localization and Classification Using Fusion-Assisted Deep Neural Networks and Improved Nature-Inspired Optimization Algorithm.

Journal: Diagnostics (Basel, Switzerland)

Published: August 11, 2023

PODE: privacy-enhanced distributed federated learning approach for origin-destination estimation.

PODE: privacy-enhanced distributed federated learning approach for origin-destination estimation.

Journal: PeerJ. Computer science

Published: August 02, 2023

MSRNet: Multiclass Skin Lesion Recognition Using Additional Residual Block Based Fine-Tuned Deep Models Information Fusion and Best Feature Selection.

MSRNet: Multiclass Skin Lesion Recognition Using Additional Residual Block Based Fine-Tuned Deep Models Information Fusion and Best Feature Selection.

Journal: Diagnostics (Basel, Switzerland)

Published: July 13, 2023

Brain Tumor Radiogenomic Classification of O6-Methylguanine-DNA Methyltransferase Promoter Methylation in Malignant Gliomas-Based Transfer Learning.

Brain Tumor Radiogenomic Classification of O6-Methylguanine-DNA Methyltransferase Promoter Methylation in Malignant Gliomas-Based Transfer Learning.

Journal: Cancer control : journal of the Moffitt Cancer Center

Published: April 20, 2023

Showing 1-12 of 18

Last Updated: 09/26/2026