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 …

Integrating agent-based models and clustering methods for improving image segmentation

E Cuevas, SJ García-De-Lira, CR Ascencio-Piña… - Heliyon, 2025 - cell.com
Image segmentation through clustering is a widely used technique in computer vision that
partitions an image into multiple segments by grouping pixels based on feature similarity …

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 …

Advancing Brain Tumor Detection: A Cutting-Edge Machine Learning Approach Leveraging CAD Systems

MA Guerroudji, K Amara, N Zenati… - 2024 8th International …, 2024 - ieeexplore.ieee.org
In recent decades, medical imaging has emerged as a vital field in medicine, playing a
crucial role in diagnosis. Computer Assisted Diagnosis (CAD) systems have become …