WT-SOM network implementation on FPGA for the medical images compression. - Fatiha Alim-Ferhat; Hamid Bessalah; Hassen Salhi; S. Seddiki; Mohamed Issad; Oussama Kerdjidj (CSTST, 2008)

On Line Wavelets Transform on a Xilinx FPGA Circuit to Medical Images Compression. - Hamid Bessalah; Fatiha Alim-Ferhat; Hassen Salhi; S. Seddiki; Mohamed Issad; Oussama Kerdjidj (ICDIP, 2009)

Concatenation of dictionaries for recovery of ECG signals using compressed sensing techniques. - Oussama Kerdjidj; Khalida Ghanem; Abbes Amira; Farid Harizi; Fatima Chouireb (ICM, 2014)

Design and Evaluation of Vivado HLS-Based Compressive Sensing for ECG Signal Analysis. - Oussama Kerdjidj; Naeem Ramzan; Abbes Amira; Khalida Ghanem; Fatima Chouireb (DASC/PiCom/DataCom/CyberSciTech, 2018)

Covariance matrix based fall detection from multiple wearable sensors. - Elhocine Boutellaa; Oussama Kerdjidj; Khalida Ghanem (J. Biomed. Informatics, 2019)

An FPGA implementation of the matching pursuit algorithm for a compressed sensing enabled e-Health monitoring platform. - Oussama Kerdjidj; Abbes Amira; Khalida Ghanem; Naeem Ramzan; Stamos Katsigiannis; Fatima Chouireb (Microprocess. Microsystems, 2019)

Fall detection and human activity classification using wearable sensors and compressed sensing. - Oussama Kerdjidj; Naeem Ramzan; Khalida Ghanem; Abbes Amira; Fatima Chouireb (J. Ambient Intell. Humaniz. Comput., 2020)

Classification of Fatigue Phases in Healthy and Diabetic Adults Using Wearable Sensor. - Lilia Aljihmani; Oussama Kerdjidj; Yibo Zhu; Ranjana K. Mehta; Madhav Erraguntla; Farzan Sasangohar; Khalid A. Qaraqe (Sensors, 2020)

Hand tremor-based hypoglycemia detection and prediction in adolescents with type 1 diabetes. - Lilia Aljihmani; Oussama Kerdjidj; Goran Petrovski; Madhav Erraguntla; Farzan Sasangohar; Ranjana K. Mehta; Khalid A. Qaraqe (Biomed. Signal Process. Control., 2022)

COVIR: A virtual rendering of a novel NN architecture O-Net for COVID-19 Ct-scan automatic lung lesions segmentation. - Kahina Amara; Ali Aouf; Hoceine Kennouche; Oualid Djekoune; Nadia Zenati; Oussama Kerdjidj; Farid Ferguene (Comput. Graph., 2022)

A hardware framework for fall detection using inertial sensors and compressed sensing. - Oussama Kerdjidj; Elhocine Boutellaa; Abbes Amira; Khalida Ghanem; Fatima Chouireb (Microprocess. Microsystems, 2022)

Enhancing Brain Tumour Aid Diagnosis with Augmented Reality rendering-based 6 DoF Object Pose Estimation. - Kahina Amara; Oussama Kerdjidj; Shadi Atalla; Mohamed Amine Guerroudji; Wathiq Mansoor; Nadia Zenati (ICSPIS, 2023)

Exploring 2D Representation and Transfer Learning Techniques for People Identification in Indoor Localization. - Oussama Kerdjidj; Yassine Himeur; Shadi Atalla; Abigail Copiaco; Shahab Saquib Sohail; Fodil Fadli; Abbes Amira; Wathiq Mansoor; Amjad Gawanmeh (ICSPIS, 2023)

Lifelong Machine Learning for Topic Modeling Based on Hellinger Distance. - Mohammad Kamel Daradkeh; Wathiq Mansoor; Shadi Atalla; Yassine Himeur; Oussama Kerdjidj (IJCNN, 2023)

Emotion Recognition for Affective Human Digital Twin by Means of Virtual Reality Enabling Technologies. - Kahina Amara; Oussama Kerdjidj; Naeem Ramzan (IEEE Access, 2023)

Design and implementation of IMU-based locomotion mode recognition system on Zynq SoC. - Lotfi Madaoui; Oussama Kerdjidj; Malika Kedir-Talha (Microprocess. Microsystems, 2023)

Augmented Reality Visualisation for ECG Classification and Heart Disease Diagnosis. - Kahina Amara; Mohamed Amine Guerroudji; Nadia Zenati; Oussama Kerdjidj; Shadi Atalla; Wathiq Mansoor; Naeem Ramzan (RTSI, 2024)

Uncovering the Potential of Indoor Localization: Role of Deep and Transfer Learning. - Oussama Kerdjidj; Yassine Himeur; Shahab Saquib Sohail; Abbes Amira; Fodil Fadli; Shadi Atalla; Wathiq Mansoor; Abigail Copiaco; Amjad Gawanmeh; Sami Miniaoui; Diana Dawoud (IEEE Access, 2024)

A Mobile AR Computer-Aided Diagnosis: 6 DoF Brain Tumor Pose Estimator Using a Fine-Tuned EfficientPose-Based Model. - Kahina Amara; Mohamed Amine Guerroudji; Oussama Kerdjidj; Nadia Zenati; Shadi Atalla; Wathiq Mansoor; Naeem Ramzan (IEEE Access, 2025)

Enhancing Arrhythmia Diagnosis Through ECG Deep Learning Classification Deploying and Augmented Reality 3D Heart Visualization and Interaction. - Kahina Amara; Mohamed Amine Guerroudji; Oussama Kerdjidj; Nadia Zenati; Shadi Atalla; Naeem Ramzan (IEEE Access, 2025)

BrainAR: Automated Brain Tumor Diagnosis With Deep Learning and 3D Augmented Reality Visualization. - Meriem Khedir; Kahina Amara; Nassima Dif; Oussama Kerdjidj; Shadi Atalla; Naeem Ramzan (IEEE Access, 2025)

Real-time embedded ECG anomaly detection system with comparative analysis of CWT-based transfer learning performance across electrode types. - Wissem Kharzi; Nacèra Meziane; Hadjer Zairi; Malika Kedir-Talha; Lotfi Madaoui; Oussama Kerdjidj (Biomed. Signal Process. Control., 2025)

Image encoding and wearable sensors-based locomotion mode recognition using convolutional recurrent neural networks. - Lotfi Madaoui; Abbes Amira; Malika Kedir-Talha; Oussama Kerdjidj; Yassine Himeur (Biomed. Signal Process. Control., 2025)