Advancing mammography breast mass detection through diffusion segmentation

MA Guerroudji, K Amara, N Zenati - Multimedia Tools and Applications, 2024 - Springer
Medicine has become a necessary component of our daily life in the modern world. In this
ever-changing environment, computer-aided diagnosis (CAD) has evolved as a dynamic …

A 3D visualization‐based augmented reality application for brain tumor segmentation

MA Guerroudji, K Amara, M Lichouri… - … and Virtual Worlds, 2024 - Wiley Online Library
Every year on June 8th, the globe observes World Brain Tumor Day to raise awareness and
educate people about brain cancer, encompassing both noncancerous (benign) and …

HoloBrain: 3D low-cost mobile augmented reality rendering of brain tumour using the GVF snake model segmentation

MA Guerroudji, K Amara, N Zenati - Computer Methods in …, 2024 - Taylor & Francis
Augmented reality (AR) is a dynamic field intersecting various disciplines, with applications
spanning medicine and diagnostics. Our focus on advancing medical imaging has led to …

Brain tumor segmentation on MRI using a GVF snake model

MA Guerroudji, K Amara, D Aouam… - … on Image and …, 2022 - ieeexplore.ieee.org
One objective of neuroimaging is to study the brain structures of healthy and pathological
subjects. The considerable variation of structures requires implementing specific study …

Augmented reality for covid-19 aid diagnosis: Ct-scan segmentation based deep learning

K Amara, A Aouf, O Kerdjidj… - … on Image and …, 2022 - ieeexplore.ieee.org
The virus new variants of Coronavirus disease 2019 (COVID-19) continue to appear, making
the situation more challenging and threatening. The COVID-19 pandemic has profoundly …

Segmentation of breast cancer from mammogram images using fuzzy clustering approach

S Kushwaha, P Sathish, T Thankam… - … on Advances in …, 2024 - ieeexplore.ieee.org
Within the field of breast cancer segmentation, abnormalities occur when specific breast
characteristics behave abnormally, possibly leading to different levels of cell damage. A …

Augmented reality for medical practice: a comparative study of deep learning models for ct-scan segmentation

K Amara, H Kennouche, A Aouf… - … in Electronic and …, 2022 - ieeexplore.ieee.org
The coronavirus disease has hardly affected medical healthcare systems worldwide.
Physicians use radiological examinations as a primary clinical tool for diagnosing patients …

AquaRob: An Unmanned Surface Drone for the Coastal Surveillance and Environmental Monitoring

K Amara, W Dib, AO Djekoune… - 2024 4th International …, 2024 - ieeexplore.ieee.org
The coastline is considered one of the fastest-evolving biological and natural environments,
impacted by factors such as waves, rising sea levels, shoreline morphology, and sediment …

Augmented Reality Visualisation for ECG Classification and Heart Disease Diagnosis

K Amara, MA Guerroudji, N Zenati… - 2024 IEEE 8th …, 2024 - ieeexplore.ieee.org
Augmented Reality (AR) technology is swiftly progressing within the realm of medicine,
notably in the domain of biomedical signal processing. It strengthens diagnostic proficiency …

Augmented Reality localisation using 6 DoF phantom head Pose Estimation-based generalisable Deep Learning model

K Amara, MA Guerroudji, N Zenati… - … on Image and …, 2024 - ieeexplore.ieee.org
Localisation and the estimation of the six degrees of freedom (6 DoF) object's position and
orientation are essential tasks in numerous applications, such as augmented and virtual …