Hiba Mzoughi

20 papers B 1C 2Misc 6Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
An accurate framework based on transformer networks for breast cancer classification using histopathological image.
Netw. Model. Anal. Health Informatics Bioinform.
Marwa Naas, Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima
2026 J jnl
An explainable deep learning based tool for Alzheimer's diagnosis applied to Magnetic Resonance Imaging (MRI).
Netw. Model. Anal. Health Informatics Bioinform.
Iheb Elghaieb, Hiba Mzoughi, Rehab NailY, Ahmed Zouinkhi, Mourad Zaied
2026 J jnl
ExplainableDerm-EfficientNet na: an enhanced deep learning based- framework for dermoscopic image-based skin cancer classification with SMOTE and trimming technique.
Netw. Model. Anal. Health Informatics Bioinform.
Khouloud Elbedoui, Hiba Mzoughi, Mohamed Ben Slima
2025 J jnl
An explainable AI for breast cancer classification using vision Transformer (ViT).
Biomed. Signal Process. Control.
Marwa Naas, Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima
2025 — conf
Brain MRI Hippocompus Segmentation for Alzheimer's Disease Based on Linknet Model.
SSD
Iheb Elghaieb, Hiba Mzoughi, Ahmed Zouinkhi, Mohamed Naceur Abdelkrim
2025 B conf
Computer Aided Diagnosis CAD tool for lung and thoracic pathologies detection from chest X-ray images.
IWCMC
Wyssem Fathallah, Hiba Mzoughi, Sawsan Selmi, Abdelbaki Souid, Hedi Sakli
2025 J jnl
Deep learning based computer aided diagnosis (CAD) tool supported by explainable artificial intelligence for breast cancer exploration.
Appl. Intell.
Marwa Naas, Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima
2025 J jnl
Vision transformers (ViT) and deep convolutional neural network (D-CNN)-based models for MRI brain primary tumors images multi-classification supported by explainable artificial intelligence (XAI).
Vis. Comput.
Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Nouha Farhat, Chokri Mhiri
2024 Misc conf
Deep Learning Approaches for Dermoscopic Image-Based Skin Cancer Diagnosis.
ATSIP
Khouloud Elbedoui, Hiba Mzoughi, Mohamed Ben Slima
2024 Misc conf
Review of MRI brain tumor segmentation and MGMT promoter classification methods on BraTs dataset based on Deep learning.
ATSIP
Feriel Amor, Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima
2023 C conf
Deep Transfer Learning (DTL) Based-Framework for an Accurate Multi-classification of MRI Brain Tumors.
CW
Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Nouha Farhat, Chokri Mhiri
2023 J jnl
Deep efficient-nets with transfer learning assisted detection of COVID-19 using chest X-ray radiology imaging.
Multim. Tools Appl.
Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Ahmed BenHamida
2023 C conf
EXplainable Artificial Intelligence (XAI) for MRI brain tumor diagnosis: A survey.
CW
Hana Charaabi, Hiba Mzoughi, Ridha El Hamdi, Mohamed Njah
2022 Misc conf
Computer Aided Diagnosis (CAD) tool for MS lesions exploration In multimodal brain MRI.
ATSIP
Marwa Nass, Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Ahmed BenHamida
2022 Misc conf
Review of Computer Aided-Diagnosis (CAD) Systems for MRI Gliomas brain tumors explorations based on Machine Learning and Deep learning.
ATSIP
Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Ahmed Ben Hamida
2021 J jnl
Deep Convolutional Encoder-Decoder algorithm for MRI brain reconstruction.
Medical Biol. Eng. Comput.
Ines Njeh, Hiba Mzoughi, Mohamed Ben Slima, Ahmed Ben Hamida, Chokri Mhiri, Kheireddine Ben Mahfoudh
2021 J jnl
Towards a computer aided diagnosis (CAD) for brain MRI glioblastomas tumor exploration based on a deep convolutional neuronal networks (D-CNN) architectures.
Multim. Tools Appl.
Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Ahmed Ben Hamida, Chokri Mhiri, Kheireddine Ben Mahfoudh
2020 J jnl
Deep Multi-Scale 3D Convolutional Neural Network (CNN) for MRI Gliomas Brain Tumor Classification.
J. Digit. Imaging
Hiba Mzoughi, Ines Njeh, Ali Wali, Mohamed Ben Slima, Ahmed Ben Hamida, Chokri Mhiri, Kharedine Ben Mahfoudhe
2020 Misc conf
Glioblastomas brain Tumor Segmentation using Optimized U-Net based on Deep Fully Convolutional Networks (D-FCNs).
ATSIP
Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Ahmed Ben Hamida
2018 Misc conf
Histogram equalization-based techniques for contrast enhancement of MRI brain Glioma tumor images: Comparative study.
ATSIP
Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima, Ahmed Ben Hamida