Mohanad Alkhodari

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 31

Top Topics

Cardiac Arrhythmias

Spectral Analysis

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Mohanad Alkhodari, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
Identification of Congenital Valvular Murmurs in Young Patients Using Deep Learning-Based Attention Transformers and Phonocardiograms. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Mohanad Alkhodari, Ahsan H. Khandoker, Herbert F. Jelinek, Angelos Karlas, Stergios Soulaidopoulos, Petros Arsenos, Ioannis Doundoulakis, Konstantinos A. Gatzoulis, Konstantinos Tsioufis, Leontios J. Hadjileontiadis
Circadian assessment of heart failure using explainable deep learning and novel multi-parameter polar images. Comput. Methods Programs Biomed. 248 (2024)
Ghada Alhussein, Mohanad Alkhodari, Hessa Alfalahi, Aamna Alshehhi, Leontios J. Hadjileontiadis
Deep bispectral Image Analysis for speech-based Conversational Emotional Climate Recognition. PETRA (2024)
Mostafa Moussa, Hessa Alfalahi, Mohanad Alkhodari, Leontios J. Hadjileontiadis, Ahsan Khandoker
Random Forest and Attention-Based Networks in Quantifying Neurological Recovery. CinC (2023)
Md Hassanuzzaman, Nurul Akhtar Hasan, Mohammad Abdullah-Al-Mamun, Mohanad Alkhodari, Khawza I. Ahmed, Ahsan H. Khandoker, Raqibul Mostafa
Recognition of Pediatric Congenital Heart Diseases by Using Phonocardiogram Signals and Transformer-Based Neural Networks. EMBC (2023)
Ghada Alhussein, Mohanad Alkhodari, Charalampos Lamprou, Ioannis Ziogas, Efstratia Ganiti-Roumeliotou, Ahsan Khandoker, Leontios J. Hadjileontiadis
Emotional Climate Recognition in Conversations using Peers' Speech-based Bispectral Features and Affect Dynamics. EMBC (2023)
Murad Almadani, Mohanad Alkhodari, Samit Kumar Ghosh, Ahsan H. Khandoker
FHSU-NETR: Transformer-Based Deep Learning Model for the Detection of Fetal Heart Sounds in Phonocardiography. CinC (2023)
Mohanad Alkhodari, Murad Almadani, Samit Kumar Ghosh, Ahsan H. Khandoker
Fhsu-Net: Deep Learning-Based Model for the Extraction of Fetal Heart Sounds in Abdominal Phonocardiography. MLSP (2023)
Ghada Alhussein, Mohanad Alkhodari, Ahsan H. Khandoker, Leontios J. Hadjileontiadis
Deep Bispectral Analysis of Conversational Speech Towards Emotional Climate Recognition. IICAIET (2023)
Mohanad Alkhodari, Leontios J. Hadjileontiadis, Herbert F. Jelinek, Ahsan H. Khandoker
Heart Failure Assessment Using Multiparameter Polar Representations and Deep Learning. EMBC (2023)
Mohanad Alkhodari, Winok Lapidaire, Zhaohan Xiong, Turkay Kart, Yasser Iturria-Medina, Leontios J. Hadjileontiadis, Ahsan Khandoker, Adam J. Lewandowski, Abhirup Banerjee, Paul Leeson
HyperScore: A unified measure to model hypertension progression using multi-modality measurements and semi-supervised learning. BIBM (2023)
Shiza Saleem, Mohanad Alkhodari, Leontios J. Hadjileontiadis, Ahsan H. Khandoker, Herbert F. Jelinek
Effects of Beta-Blocker on Heart Rate Variability in Heart Failure with Preserved Ejection Fraction. CinC (2022)
Ghada Alhussein, Mohanad Alkhodari, Ahsan Khandokher, Leontios J. Hadjileontiadis
Emotional Climate Recognition in Interactive Conversational Speech Using Deep Learning. ICDH (2022)
Mohammad Fraiwan, Luay Fraiwan, Mohanad Alkhodari, Omnia Hassanin
Recognition of pulmonary diseases from lung sounds using convolutional neural networks and long short-term memory. J. Ambient Intell. Humaniz. Comput. 13 (10) (2022)
Mohanad Alkhodari, Syafiq Kamarul Azman, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
Ensemble Transformer-Based Neural Networks Detect Heart Murmur in Phonocardiogram Recordings. CinC (2022)
Salam Dhou, Mohanad Alkhodari, Dan Ionascu, Christopher Williams, John H. Lewis
Fluoroscopic 3D Image Generation from Patient-Specific PCA Motion Models Derived from 4D-CBCT Patient Datasets: A Feasibility Study. J. Imaging 8 (2) (2022)
Mohanad Alkhodari, Amer Zakaria, Nasser Qaddoumi
Monitoring Bone Density Using Microwave Tomography of Human Legs: A Numerical Feasibility Study. Sensors 21 (21) (2021)
Mohanad Alkhodari, Mamunur Rashid, Mohammad Abdul Mukit, Khawza I. Ahmed, Raqibul Mostafa, Sharmin Parveen, Ahsan H. Khandoker
Screening Cardiovascular Autonomic Neuropathy in Diabetic Patients With Microvascular Complications Using Machine Learning: A 24-Hour Heart Rate Variability Study. IEEE Access 9 (2021)
Mohanad Alkhodari, Herbert F. Jelinek, Naoufel Werghi, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
Estimating Left Ventricle Ejection Fraction Levels Using Circadian Heart Rate Variability Features and Support Vector Regression Models. IEEE J. Biomed. Health Informatics 25 (3) (2021)
Mohanad Alkhodari, Georgios K. Apostolidis, Herbert F. Jelinek, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
Prediction of LVEF using BiLSTM and Swarm Decomposition-based 24-h HRV Components. CISP-BMEI (2021)
Mohanad Alkhodari, Herbert F. Jelinek, Shiza Saleem, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
Revisiting Left Ventricular Ejection Fraction Levels: A Circadian Heart Rate Variability-Based Approach. IEEE Access 9 (2021)
Mohanad Alkhodari, Georgios Apostolidis, Charilaos A. Zisou, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
Swarm Decomposition Enhances the Discrimination of Cardiac Arrhythmias in Varied-Lead ECG Using ResNet-BiLSTM Network Activations. CinC (2021)
Mohanad Alkhodari, Luay Fraiwan
Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings. Comput. Methods Programs Biomed. 200 (2021)
Mohanad Alkhodari, Amer Zakaria, Nasser Qaddoumi
Image Classification in Microwave Tomography using a Parametric Intensity Model. ICCSPA (2020)
Mohanad Alkhodari, Deema K. Islayem, Feryal A. Alskafi, Ahsan H. Khandoker
Predicting Hypertensive Patients With Higher Risk of Developing Vascular Events Using Heart Rate Variability and Machine Learning. IEEE Access 8 (2020)
Mohanad Alkhodari, Herbert F. Jelinek, Naoufel Werghi, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
Investigating Circadian Heart Rate Variability in Coronary Artery Disease Patients with Various Degrees of Left Ventricle Ejection Fraction. EMBC (2020)
Luay Fraiwan, Mohanad Alkhodari
Classification of Focal and Non-Focal Epileptic Patients Using Single Channel EEG and Long Short-Term Memory Learning System. IEEE Access 8 (2020)
Mohanad Alkhodari, Omnia Hassanin, Salam Dhou
A Comparative Study of Meningioma Tumors Segmentation Methods from MR Images. ICSPIS (2020)
Luay Fraiwan, Mohanad Alkhodari
Neonatal sleep stage identification using long short-term memory learning system. Medical Biol. Eng. Comput. 58 (6) (2020)
Mohanad Alkhodari, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
Identification of Cardiac Arrhythmias From 12-lead ECG Using Beat-wise Analysis and a Combination of CNN and LSTM. CinC (2020)
Mohanad Alkhodari, Abdelrahman Rashed, Meera Alex, Nai-Shyong Yeh
Fetal ECG Extraction Using Independent Components and Characteristics Matching. ICSPIS (2018)