Fetal ECG Extraction Using Independent Components and Characteristics Matching. - Mohanad Alkhodari; Abdelrahman Rashed; Meera Alex; Nai-Shyong Yeh (ICSPIS, 2018)

Identification of Cardiac Arrhythmias From 12-lead ECG Using Beat-wise Analysis and a Combination of CNN and LSTM. - Mohanad Alkhodari; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (CinC, 2020)

Investigating Circadian Heart Rate Variability in Coronary Artery Disease Patients with Various Degrees of Left Ventricle Ejection Fraction. - Mohanad Alkhodari; Herbert F. Jelinek; Naoufel Werghi; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (EMBC, 2020)

Image Classification in Microwave Tomography using a Parametric Intensity Model. - Mohanad Alkhodari; Amer Zakaria; Nasser Qaddoumi (ICCSPA, 2020)

A Comparative Study of Meningioma Tumors Segmentation Methods from MR Images. - Mohanad Alkhodari; Omnia Hassanin; Salam Dhou (ICSPIS, 2020)

Predicting Hypertensive Patients With Higher Risk of Developing Vascular Events Using Heart Rate Variability and Machine Learning. - Mohanad Alkhodari; Deema K. Islayem; Feryal A. Alskafi; Ahsan H. Khandoker (IEEE Access, 2020)

Classification of Focal and Non-Focal Epileptic Patients Using Single Channel EEG and Long Short-Term Memory Learning System. - Luay Fraiwan; Mohanad Alkhodari (IEEE Access, 2020)

Neonatal sleep stage identification using long short-term memory learning system. - Luay Fraiwan; Mohanad Alkhodari (Medical Biol. Eng. Comput., 2020)

Prediction of LVEF using BiLSTM and Swarm Decomposition-based 24-h HRV Components. - Mohanad Alkhodari; Georgios K. Apostolidis; Herbert F. Jelinek; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (CISP-BMEI, 2021)

Swarm Decomposition Enhances the Discrimination of Cardiac Arrhythmias in Varied-Lead ECG Using ResNet-BiLSTM Network Activations. - Mohanad Alkhodari; Georgios K. Apostolidis; Charilaos A. Zisou; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (CinC, 2021)

Revisiting Left Ventricular Ejection Fraction Levels: A Circadian Heart Rate Variability-Based Approach. - Mohanad Alkhodari; Herbert F. Jelinek; Shiza Saleem; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (IEEE Access, 2021)

Screening Cardiovascular Autonomic Neuropathy in Diabetic Patients With Microvascular Complications Using Machine Learning: A 24-Hour Heart Rate Variability Study. - Mohanad Alkhodari; Mamunur Rashid; Mohammad Abdul Mukit; Khawza I. Ahmed; Raqibul Mostafa; Sharmin Parveen; Ahsan H. Khandoker (IEEE Access, 2021)

Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings. - Mohanad Alkhodari; Luay Fraiwan (Comput. Methods Programs Biomed., 2021)

Monitoring Bone Density Using Microwave Tomography of Human Legs: A Numerical Feasibility Study. - Mohanad Alkhodari; Amer Zakaria; Nasser Qaddoumi (Sensors, 2021)

Estimating Left Ventricle Ejection Fraction Levels Using Circadian Heart Rate Variability Features and Support Vector Regression Models. - Mohanad Alkhodari; Herbert F. Jelinek; Naoufel Werghi; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (IEEE J. Biomed. Health Informatics, 2021)

Ensemble Transformer-Based Neural Networks Detect Heart Murmur in Phonocardiogram Recordings. - Mohanad Alkhodari; Syafiq Kamarul Azman; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (CinC, 2022)

Effects of Beta-Blocker on Heart Rate Variability in Heart Failure with Preserved Ejection Fraction. - Shiza Saleem; Mohanad Alkhodari; Leontios J. Hadjileontiadis; Ahsan H. Khandoker; Herbert F. Jelinek (CinC, 2022)

Emotional Climate Recognition in Interactive Conversational Speech Using Deep Learning. - Ghada Alhussein; Mohanad Alkhodari; Ahsan Khandokher; Leontios J. Hadjileontiadis (ICDH, 2022)

Recognition of pulmonary diseases from lung sounds using convolutional neural networks and long short-term memory. - Mohammad Fraiwan; Luay Fraiwan; Mohanad Alkhodari; Omnia Hassanin (J. Ambient Intell. Humaniz. Comput., 2022)

Fluoroscopic 3D Image Generation from Patient-Specific PCA Motion Models Derived from 4D-CBCT Patient Datasets: A Feasibility Study. - Salam Dhou; Mohanad Alkhodari; Dan Ionascu; Christopher Williams; John H. Lewis (J. Imaging, 2022)

HyperScore: A unified measure to model hypertension progression using multi-modality measurements and semi-supervised learning. - Mohanad Alkhodari; Winok Lapidaire; Zhaohan Xiong; Turkay Kart; Yasser Iturria-Medina; Leontios J. Hadjileontiadis; Ahsan Khandoker; Adam J. Lewandowski; Abhirup Banerjee; Paul Leeson (BIBM, 2023)

FHSU-NETR: Transformer-Based Deep Learning Model for the Detection of Fetal Heart Sounds in Phonocardiography. - Murad Almadani; Mohanad Alkhodari; Samit Kumar Ghosh; Ahsan H. Khandoker (CinC, 2023)

Random Forest and Attention-Based Networks in Quantifying Neurological Recovery. - Mostafa Moussa; Hessa Alfalahi; Mohanad Alkhodari; Leontios J. Hadjileontiadis; Ahsan Khandoker (CinC, 2023)

Emotional Climate Recognition in Conversations using Peers' Speech-based Bispectral Features and Affect Dynamics. - Ghada Alhussein; Mohanad Alkhodari; Charalampos Lamprou; Ioannis Ziogas; Efstratia Ganiti-Roumeliotou; Ahsan Khandoker; Leontios J. Hadjileontiadis (EMBC, 2023)

Heart Failure Assessment Using Multiparameter Polar Representations and Deep Learning. - Mohanad Alkhodari; Leontios J. Hadjileontiadis; Herbert F. Jelinek; Ahsan H. Khandoker (EMBC, 2023)

Recognition of Pediatric Congenital Heart Diseases by Using Phonocardiogram Signals and Transformer-Based Neural Networks. - Md Hassanuzzaman; Nurul Akhtar Hasan; Mohammad Abdullah-Al-Mamun; Mohanad Alkhodari; Khawza I. Ahmed; Ahsan H. Khandoker; Raqibul Mostafa (EMBC, 2023)

Deep Bispectral Analysis of Conversational Speech Towards Emotional Climate Recognition. - Ghada Alhussein; Mohanad Alkhodari; Ahsan H. Khandoker; Leontios J. Hadjileontiadis (IICAIET, 2023)

Fhsu-Net: Deep Learning-Based Model for the Extraction of Fetal Heart Sounds in Abdominal Phonocardiography. - Mohanad Alkhodari; Murad Almadani; Samit Kumar Ghosh; Ahsan H. Khandoker (MLSP, 2023)

Deep Learning-based Modelling of Complex Hypertensive Multi-Organ Damage with Uncertainty Quantification from Simple Clinical Measures. - Turkay Kart; Mohanad Alkhodari; Winok Lapidaire; Abhirup Banerjee; Adam J. Lewandowski; Paul Leeson (BIBM, 2024)

EmoNet: Deep Learning-based Emotion Climate Recognition Using Peers' Conversational Speech, Affect Dynamics, and Physiological Data. - Ghada Alhussein; Mohanad Alkhodari; Shiza Saleem; Efstratia Ganiti-Roumeliotou; Leontios J. Hadjileontiadis (EMBC, 2024)

Fiber Bragg Grating Accelerometer-Based Feature Extraction for Gait Analysis. - Ghada Alhussein; Mohanad Alkhodari; Haoran Chi; Nélia Alberto; Paulo Antunes 001; Leontios J. Hadjileontiadis; Ayman Radwan; Maria de Fátima Domingues (GLOBECOM, 2024)

Deep bispectral Image Analysis for speech-based Conversational Emotional Climate Recognition. - Ghada Alhussein; Mohanad Alkhodari; Hessa Alfalahi; Aamna Alshehhi; Leontios J. Hadjileontiadis (PETRA, 2024)

Circadian assessment of heart failure using explainable deep learning and novel multi-parameter polar images. - Mohanad Alkhodari; Ahsan H. Khandoker; Herbert F. Jelinek; Angelos Karlas; Stergios Soulaidopoulos; Petros Arsenos; Ioannis Doundoulakis; Konstantinos A. Gatzoulis; Konstantinos Tsioufis; Leontios J. Hadjileontiadis (Comput. Methods Programs Biomed., 2024)

Identification of Congenital Valvular Murmurs in Young Patients Using Deep Learning-Based Attention Transformers and Phonocardiograms. - Mohanad Alkhodari; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (IEEE J. Biomed. Health Informatics, 2024)

Novel Speech-Based Emotion Climate Recognition in Peers' Conversations Incorporating Affect Dynamics and Temporal Convolutional Neural Networks. - Ghada Alhussein; Mohanad Alkhodari; Ahsan H. Khandoker; Leontios J. Hadjileontiadis (IEEE Access, 2025)

Pattern-Based Assessment of the Association of Fetal Heart Variability With Fetal Development and Maternal Heart Rate Variability. - Namareq Widatalla; Mohanad Alkhodari; Kunihiro Koide; Chihiro Yoshida; Yoshiyuki Kasahara; Masatoshi Saito; Yoshitaka Kimura; Ahsan Khandoker (IEEE Access, 2025)

Extraction of fetal heartbeat locations in abdominal phonocardiograms using deep attention transformer. - Murad Almadani; Mohanad Alkhodari; Samit Kumar Ghosh; Leontios J. Hadjileontiadis; Ahsan Khandoker (Comput. Biol. Medicine, 2025)

Exploring emotional climate recognition in peer conversations through bispectral features and affect dynamics. - Ghada Alhussein; Mohanad Alkhodari; Ioannis Ziogas; Charalampos Lamprou; Ahsan H. Khandoker; Leontios J. Hadjileontiadis (Comput. Methods Programs Biomed., 2025)