Hiba Mzoughi

Deep Multi-Scale 3D Convolutional Neural Network (CNN) for MRI Gliomas Brain Tumor Classification

Hiba Mzoughi, Ines Njeh, Ali Wali et al. · Journal of Digital Imaging · 2020 · 335 citations · Full text

Neuro-oncology, Convolutional Neural Network, Engineering +12

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)

Hiba Mzoughi, Ines Njeh, Mohamed BenSlima et al. · The Visual Computer · 2024 · 35 citations

Convolutional Neural Network, Deep Neural Networks, Image Analysis +13

Histogram equalization-based techniques for contrast enhancement of MRI brain Glioma tumor images: Comparative study

Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima et al. · 2018 · 29 citations

Engineering, Glioma, Magnetic Resonance Imaging +20

Denoising and contrast-enhancement approach of magnetic resonance imaging glioblastoma brain tumors

Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima et al. · Journal of Medical Imaging · 2019 · 21 citations · Full text

Engineering, New Preprocessing Approach, Magnetic Resonance +22

Towards a computer aided diagnosis (CAD) for brain MRI glioblastomas tumor exploration based on a deep convolutional neuronal networks (D-CNN) architectures

Hiba Mzoughi, Ines Njeh, Mohamed Ben Slima et al. · Multimedia Tools and Applications · 2020 · 18 citations

Neuro-oncology, Convolutional Neural Network, Engineering +12