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M. Alkhodari · SciRah

Researcher profile · Semantic Scholar

M. Alkhodari

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M. Alkhodari — researcher profile on SciRah

h-index: 16
Works: 70
Citations: 1,171

Most-cited papers

Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings
M. Alkhodari, L. Fraiwan
2021Comput. Methods Programs Biomed.206 citations
Semantic Scholar
Recognition of pulmonary diseases from lung sounds using convolutional neural networks and long short-term memory
Mohammad Fraiwan, L. Fraiwan, M. Alkhodari, Omnia Hassanin
2021Journal of Ambient Intelligence and Humanized Computing115 citations Open access
Semantic Scholar
Automatic identification of respiratory diseases from stethoscopic lung sound signals using ensemble classifiers
L. Fraiwan, Omnia Hassanin, Mohammad Fraiwan, B. Khassawneh +2 more
2021Biocybernetics and Biomedical Engineering106 citations
Semantic Scholar
Diabetic foot ulcer mobile detection system using smart phone thermal camera: a feasibility study
L. Fraiwan, M. Alkhodari, Jolu Ninan, B. Mustafa +2 more
2017BioMedical Engineering OnLine93 citations Open access
Semantic Scholar
Detection of COVID-19 in smartphone-based breathing recordings: A pre-screening deep learning tool
M. Alkhodari, A. Khandoker
2022PLoS ONE56 citations Open access
Semantic Scholar
Classification of Focal and Non-Focal Epileptic Patients Using Single Channel EEG and Long Short-Term Memory Learning System
L. Fraiwan, M. Alkhodari
2020IEEE Access46 citations Open access
Semantic Scholar
Predicting Hypertensive Patients With Higher Risk of Developing Vascular Events Using Heart Rate Variability and Machine Learning
M. Alkhodari, Deema K. Islayem, Feryal A. Alskafi, A. Khandoker
2020IEEE Access35 citations Open access
Semantic Scholar
Neonatal sleep stage identification using long short-term memory learning system
L. Fraiwan, M. Alkhodari
2020Medical and Biological Engineering and Computing33 citations
Semantic Scholar
Mobile Application for Ulcer Detection
L. Fraiwan, Jolu Ninan, M. Alkhodari
2018Open Biomedical Engineering Journal32 citations Open access
Semantic Scholar
Identification of Congenital Valvular Murmurs in Young Patients Using Deep Learning-Based Attention Transformers and Phonocardiograms
M. Alkhodari, L. Hadjileontiadis, A. Khandoker
2024IEEE journal of biomedical and health informatics31 citations Open access
Semantic Scholar
Estimating Left Ventricle Ejection Fraction Levels Using Circadian Heart Rate Variability Features and Support Vector Regression Models
M. Alkhodari, H. Jelinek, N. Werghi, L. Hadjileontiadis +1 more
2020IEEE journal of biomedical and health informatics30 citations
Semantic Scholar
A two-step pre-processing tool to remove Gaussian and ectopic noise for heart rate variability analysis
Shiza Saleem, A. Khandoker, M. Alkhodari, L. Hadjileontiadis +1 more
2022Scientific Reports29 citations Open access
Semantic Scholar
Screening Cardiovascular Autonomic Neuropathy in Diabetic Patients With Microvascular Complications Using Machine Learning: A 24-Hour Heart Rate Variability Study
M. Alkhodari, M. Rashid, M. Mukit, K. Ahmed +3 more
2021IEEE Access28 citations Open access
Semantic Scholar
Investigating the effects of beta-blockers on circadian heart rhythm using heart rate variability in ischemic heart disease with preserved ejection fraction
Shiza Saleem, A. Khandoker, M. Alkhodari, L. Hadjileontiadis +1 more
2023Scientific Reports21 citations Open access
Semantic Scholar
Deep Learning Predicts Heart Failure With Preserved, Mid-Range, and Reduced Left Ventricular Ejection Fraction From Patient Clinical Profiles
M. Alkhodari, H. F. Jelinek, A. Karlas, S. Soulaidopoulos +6 more
2021Frontiers in Cardiovascular Medicine20 citations Open access
Semantic Scholar
Circadian assessment of heart failure using explainable deep learning and novel multi-parameter polar images
M. Alkhodari, A. Khandoker, H. Jelinek, A. Karlas +6 more
2024Comput. Methods Programs Biomed.17 citations Open access
Semantic Scholar
The role of artificial intelligence in hypertensive disorders of pregnancy: towards personalized healthcare
M. Alkhodari, Zhao-Han Xiong, A. Khandoker, L. Hadjileontiadis +2 more
2023Expert Review of Cardiovascular Therapy16 citations
Semantic Scholar
Machine Learning for Screening Microvascular Complications in Type 2 Diabetic Patients Using Demographic, Clinical, and Laboratory Profiles
M. Rashid, M. Alkhodari, A. Mukit, K. Ahmed +3 more
2021Journal of Clinical Medicine16 citations Open access
Semantic Scholar
Similarities between maternal and fetal RR interval tachograms and their association with fetal development
Namareq Widatalla, A. Khandoker, M. Alkhodari, Kunihiro Koide +4 more
2022Frontiers in Physiology14 citations Open access
Semantic Scholar
Deep learning identifies cardiac coupling between mother and fetus during gestation
M. Alkhodari, Namareq Widatalla, Maisam Wahbah, Raghad Al Sakaji +4 more
2022Frontiers in Cardiovascular Medicine14 citations Open access
Semantic Scholar
Novel Speech-Based Emotion Climate Recognition in Peers’ Conversations Incorporating Affect Dynamics and Temporal Convolutional Neural Networks
Ghada Alhussein, M. Alkhodari, A. Khandoker, L. Hadjileontiadis
2025IEEE Access13 citations Open access
Semantic Scholar
Temporal patterns of pre- and post-natal target organ damage associated with hypertensive pregnancy: a systematic review
H. Cutler, L. Barr, P. D. Sattwika, Annabelle Frost +5 more
2023European Journal of Preventive Cardiology13 citations Open access
Semantic Scholar
Revisiting Left Ventricular Ejection Fraction Levels: A Circadian Heart Rate Variability-Based Approach
M. Alkhodari, H. Jelinek, Shiza Saleem, L. Hadjileontiadis +1 more
2021IEEE Access13 citations Open access
Semantic Scholar
Ensemble Transformer-Based Neural Networks Detect Heart Murmur in Phonocardiogram Recordings
M. Alkhodari, Syafiq Kamarul Azman, L. Hadjileontiadis, A. Khandoker
20222022 Computing in Cardiology (CinC)12 citations Open access
Semantic Scholar
Investigating the use of uni-directional and bi-directional long short-term memory models for automatic sleep stage scoring
L. Fraiwan, M. Alkhodari
202012 citations Open access
Semantic Scholar
Recognition of Pediatric Congenital Heart Diseases by Using Phonocardiogram Signals and Transformer-Based Neural Networks
Md Hassanuzzaman, Nurul Akhtar Hasan, M. A. al Mamun, M. Alkhodari +3 more
2023Annual International Conference of the IEEE Engineering in Medicine and Biology Society11 citations
Semantic Scholar
Swarm Decomposition Enhances the Discrimination of Cardiac Arrhythmias in Varied-Lead ECG Using ResNet-BiLSTM Network Activations
M. Alkhodari, G. Apostolidis, C. Zisou, L. Hadjileontiadis +1 more
20212021 Computing in Cardiology (CinC)10 citations
Semantic Scholar
Prediction of fetal RR intervals from maternal factors using machine learning models
Namareq Widatalla, M. Alkhodari, Kunihiro Koide, C. Yoshida +4 more
2023Scientific Reports9 citations Open access
Semantic Scholar
Investigating automated regression models for estimating left ventricular ejection fraction levels in heart failure patients using circadian ECG features
Sona M. Al Younis, L. Hadjileontiadis, Aamna Al Shehhi, C. Stefanini +7 more
2023PLoS ONE9 citations Open access
Semantic Scholar
Enhancing CCTA image quality: a review of deep learning approaches for advanced artifact correction and denoising
M. Alkhodari, Eman A. Alefishat, H. Jelinek, Ahmed Kaabneh +1 more
2025Artificial Intelligence Review8 citations Open access
Semantic Scholar
Extraction of fetal heartbeat locations in abdominal phonocardiograms using deep attention transformer
Murad Almadani, M. Alkhodari, Samit Kumar Ghosh, Leontios J. Hadjileontiadis +1 more
2025Comput. Biol. Medicine8 citations
Semantic Scholar
Emotional Climate Recognition in Interactive Conversational Speech Using Deep Learning
Ghada Alhussein, M. Alkhodari, Ahsan Khandokher, L. Hadjileontiadis
2022International Conference on Digital Health7 citations
Semantic Scholar
Using prior information to enhance microwave tomography images in bone health assessment
M. Alkhodari, Amer Zakaria, N. Qaddoumi
2022BioMedical Engineering OnLine7 citations Open access
Semantic Scholar
Investigating Circadian Heart Rate Variability in Coronary Artery Disease Patients with Various Degrees of Left Ventricle Ejection Fraction
M. Alkhodari, H. Jelinek, N. Werghi, L. Hadjileontiadis +1 more
2020Annual International Conference of the IEEE Engineering in Medicine and Biology Society7 citations
Semantic Scholar
Pattern-Based Assessment of the Association of Fetal Heart Variability With Fetal Development and Maternal Heart Rate Variability
Namareq Widatalla, M. Alkhodari, Kunihiro Koide, C. Yoshida +4 more
2025IEEE Access6 citations Open access
Semantic Scholar
FHSU-NETR: Transformer-Based Deep Learning Model for the Detection of Fetal Heart Sounds in Phonocardiography
Murad Almadani, M. Alkhodari, Samit Kumar Ghosh, A. Khandoker
20232023 Computing in Cardiology (CinC)6 citations Open access
Semantic Scholar
Fhsu-Net: Deep Learning-Based Model for the Extraction of Fetal Heart Sounds in Abdominal Phonocardiography
M. Alkhodari, Murad Almadani, Samit Kumar Ghosh, A. Khandoker
2023International Workshop on Machine Learning for Signal Processing6 citations
Semantic Scholar
Fluoroscopic 3D Image Generation from Patient-Specific PCA Motion Models Derived from 4D-CBCT Patient Datasets: A Feasibility Study
S. Dhou, M. Alkhodari, D. Ionascu, Christopher S. Williams +1 more
2021Journal of Imaging6 citations Open access
Semantic Scholar
Identification of Cardiac Arrhythmias From 12-lead ECG Using Beat-wise Analysis and a Combination of CNN and LSTM
M. Alkhodari, L. Hadjileontiadis, A. Khandoker
2020Computers in cardiology6 citations Open access
Semantic Scholar
Deep Bispectral Analysis of Conversational Speech Towards Emotional Climate Recognition
Ghada Alhussein, M. Alkhodari, A. Khandoker, L. Hadjileontiadis
2023International Conference on Artificial Intelligence in Engineering and Technology5 citations
Semantic Scholar
Modelling Relations Between Blood Pressure, Cardiovascular Phenotype and Clinical Factors Using Large Scale Imaging Data.
Turkay Kart, M. Alkhodari, W. Lapidaire, P. Leeson
2023European Heart Journal-Cardiovascular Imaging5 citations Open access
Semantic Scholar
Multi‐Organ Phenotypes of Offspring Born Following Hypertensive Disorders of Pregnancy: A Systematic Review
P. D. Sattwika, A. Schuermans, H. Cutler, M. Alkhodari +5 more
2024Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease4 citations
Semantic Scholar
HyperScore: A unified measure to model hypertension progression using multi-modality measurements and semi-supervised learning
M. Alkhodari, W. Lapidaire, Z. Xiong, Turkay Kart +6 more
2023IEEE International Conference on Bioinformatics and Biomedicine4 citations
Semantic Scholar
Machine Learning Identifies the Emotion Climate During Naturalistic Conversations Using Speech Features and Affect Dynamics
Ghada Alhussein, M. Alkhodari, L. Hadjileontiadis
2025Human Behavior and Emerging Technologies3 citations Open access
Semantic Scholar
Exploring emotional climate recognition in peer conversations through bispectral features and affect dynamics
Ghada Alhussein, M. Alkhodari, Ioannis Ziogas, Charalampos Lamprou +2 more
2025Comput. Methods Programs Biomed.3 citations Open access
Semantic Scholar
Oscillatory components of bidirectional cardio-respiratory coupling in depression and suicidal ideation: insights from swarm decomposition and entropy analysis
Herbert F. Jelinek, M. Alkhodari, A. Khandoker, L. Hadjileontiadis
2025Frontiers in Network Physiology3 citations Open access
Semantic Scholar
A Comparative Study of Meningioma Tumors Segmentation Methods from MR Images
M. Alkhodari, Omnia Hassanin, S. Dhou
20202020 3rd International Conference on Signal Processing and Information Security (ICSPIS)3 citations
Semantic Scholar
Deep Learning-based Modelling of Complex Hypertensive Multi-Organ Damage with Uncertainty Quantification from Simple Clinical Measures
Turkay Kart, M. Alkhodari, W. Lapidaire, Abhirup Banerjee +2 more
2024IEEE International Conference on Bioinformatics and Biomedicine2 citations
Semantic Scholar
Automated Methods for Classification and Digitization of ECG images from CVD patients
M. Alkhodari, Mostafa Mohamed Moussa, Leontios J. Hadjileontiadis, A. Khandoker
2024International Conference on Computing in Cardiology2 citations Open access
Semantic Scholar
Heart Failure Assessment Using Multiparameter Polar Representations and Deep Learning *
M. Alkhodari, L. Hadjileontiadis, Herbert F. Jelinek, A. Khandoker
2023Annual International Conference of the IEEE Engineering in Medicine and Biology Society2 citations
Semantic Scholar

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