L. Fraiwan

发表

Classification of Sleep Stages Using Multi-wavelet Time Frequency Entropy and LDA

H. Dickhaus, L. Fraiwan, K. Lweesy, 2010, Methods of Information in Medicine.

A Multimodal Computer-Aided Diagnostic System for Precise Identification of Renal Allograft Rejection: Preliminary Results.

Ayman El-Baz, Mohammed Ghazal, Andrew E Switala, 2020, Medical physics.

A convolutional neural network for the screening and staging of diabetic retinopathy

Ali M. Mahmoud, A. Switala, A. El-Baz, 2020, PloS one.

Using deep transfer learning to detect scoliosis and spondylolisthesis from x-ray images

L. Fraiwan, M. Fraiwan, Z. Audat, 2022, PloS one.

Noninvasive Transdermal Insulin Delivery Using Piston-Shaped PZT Transducers : In vivo Rabbits Evaluation

L. Fraiwan, K. Lweesy, O. Al-Bataineh, 2012 .

Noninvasive transdermal insulin delivery using ultrasound transducers

L. Fraiwan, K. Lweesy, O. Al-Bataineh, 2011, 2011 1st Middle East Conference on Biomedical Engineering.

New Automated Detection Method of OSA Based on Artificial Neural Networks Using P-Wave Shape and Time Changes

Luay Fraiwan, Hartmut Dickhaus, Khaldon Lweesy, 2011, Journal of Medical Systems.

A Comprehensive Framework for Differentiating Autism Spectrum Disorder From Neurotypicals by Fusing Structural MRI and Resting State Functional MRI.

Ayman El-Baz, Mohammed Ghazal, Hassan Hajjdiab, 2020, Seminars in pediatric neurology.

Extraction of Fetal Heart Rate and Fetal Heart Rate Variability from Mother's ECG Signal

H. Dickhaus, L. Fraiwan, K. Lweesy, 2009 .

Recognition of pulmonary diseases from lung sounds using convolutional neural networks and long short-term memory

L. Fraiwan, M. Fraiwan, M. Alkhodari, 2021, Journal of Ambient Intelligence and Humanized Computing.

Detection of K-complexes in EEG waveform images using faster R-CNN and deep transfer learning

L. Fraiwan, N. Khasawneh, M. Fraiwan, 2022, BMC Medical Informatics and Decision Making.

Enhanced Detectability of Targets in Opaque Media

L. Fraiwan, D. Sheffer, S. Sumrain, 2006, Proceedings of the 2006 IEEE International Workshop on Imagining Systems and Techniques (IST 2006).

Enhanced Robotic Rover Imaging Sensors for Space Exploration

L. Fraiwan, D. Sheffer, S. Sumrain, 2006, Proceedings of the 2006 IEEE International Workshop on Imagining Systems and Techniques (IST 2006).

Neonatal sleep stage identification using long short-term memory learning system

Luay Fraiwan, Mohanad Alkhodari, L. Fraiwan, 2020, Medical & Biological Engineering & Computing.

Newborn sleep stage identification using multiscale entropy

L. Fraiwan, K. Lweesy, L. Fraiwan, 2014, 2nd Middle East Conference on Biomedical Engineering.

Time Frequency Analysis for Automated Sleep Stage Identification in Fullterm and Preterm Neonates

Luay Fraiwan, Hartmut Dickhaus, Mohammad Fraiwan, 2011, Journal of Medical Systems.

Early detection of diabetics using retinal OCT images

A. El-Baz, L. Fraiwan, M. Ghazal, 2020 .

Diabetic foot ulcer mobile detection system using smart phone thermal camera: a feasibility study

Mohammed Ghazal, Luay Fraiwan, Basil Mustafa, 2017, BioMedical Engineering OnLine.

Voiceless Arabic vowels recognition using facial EMG

Luay Fraiwan, Khaldon Lweesy, Ayat Al-Nemrawi, 2011, Medical & Biological Engineering & Computing.

Mobile Application for Ulcer Detection

Luay Fraiwan, Jolu Ninan, Mohanad Al-Khodari, 2018, The open biomedical engineering journal.

Automatic identification of respiratory diseases from stethoscopic lung sound signals using ensemble classifiers

Luay Fraiwan, Mohanad Alkhodari, Mohammad Fraiwan, 2021 .

ECG-based wireless home infant apnoea monitor

L. Fraiwan, S. Haddad, O. Al-Bataineh, 2009, Journal of medical engineering & technology.

Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings

Luay Fraiwan, Mohanad Alkhodari, L. Fraiwan, 2021, Comput. Methods Programs Biomed..

Neonatal sleep stage identification using long short-term memory learning system

L. Fraiwan, M. Alkhodari, 2020, Medical & Biological Engineering & Computing.

A wireless home safety gas leakage detection system

Luay Fraiwan, Khaldon Lweesy, Aya Bani-Salma, 2011, 2011 1st Middle East Conference on Biomedical Engineering.

Identifying brain pathological abnormalities of autism for classification using diffusion tensor imaging

Ali M. Mahmoud, Mohamed T. Ali, J. Suri, 2021, Neural Engineering Techniques for Autism Spectrum Disorder.

Detection of COVID-19 from Chest X-ray Images Using Deep Convolutional Neural Networks

L. Fraiwan, N. Khasawneh, M. Fraiwan, 2021, Sensors.

Automated sleep stage identification system based on time-frequency analysis of a single EEG channel and random forest classifier

Natheer Khasawneh, Luay Fraiwan, Hartmut Dickhaus, 2012, Comput. Methods Programs Biomed..

Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers

Ayman El-Baz, Mohammed Ghazal, Nabila Eladawi, 2019, 2019 IEEE International Conference on Imaging Systems and Techniques (IST).

Neonatal sleep state identification using deep learning autoencoders

Luay Fraiwan, Khaldon Lweesy, L. Fraiwan, 2017, 2017 IEEE 13th International Colloquium on Signal Processing & its Applications (CSPA).

Non-Contact Spirometry Using a Mobile Thermal Camera and AI Regression

Natheer Khasawneh, Luay Fraiwan, Khaldon Lweesy, 2021, Sensors.

Diabetic foot ulcer mobile detection system using smart phone thermal camera: a feasibility study

L. Fraiwan, M. Ghazal, Adel Saleh, 2017, Biomedical engineering online.

Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network

Ayman El-Baz, Mohammed Ghazal, Nabila Eladawi, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Parkinson’s disease hand tremor detection system for mobile application

Luay Fraiwan, Ruba Khnouf, L. Fraiwan, 2016, Journal of medical engineering & technology.

Computer-aided identification of degenerative neuromuscular diseases based on gait dynamics and ensemble decision tree classifiers

L. Fraiwan, O. Hassanin, Omnia Hassanin, 2021, PloS one.

A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules

Fatma Taher, Ayman El-Baz, Ahmed Soliman, 2018, Technology in cancer research & treatment.

A novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system

Ayman El-Baz, Ahmed Soliman, Ahmed ElTanboly, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Design and ex vivo kidney evaluation of a high-intensity focused ultrasound transducer and 3D positioner

Luay Fraiwan, Mohammad Sameer, Khaldon Lweesy, 2010, Medical & Biological Engineering & Computing.

Early Diagnosis of Diabetic Retinopathy in OCTA Images Based on Local Analysis of Retinal Blood Vessels and Foveal Avascular Zone

Ayman El-Baz, Mohammed Ghazal, Nabila Eladawi, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

A dataset of lung sounds recorded from the chest wall using an electronic stethoscope

L. Fraiwan, M. Fraiwan, B. Khassawneh, 2021, Data in brief.

Investigating the use of uni-directional and bi-directional long short-term memory models for automatic sleep stage scoring

Luay Fraiwan, Mohanad Alkhodari, L. Fraiwan, 2020 .

Classification of Focal and Non-Focal Epileptic Patients Using Single Channel EEG and Long Short-Term Memory Learning System

Luay Fraiwan, Mohanad Alkhodari, L. Fraiwan, 2020, IEEE Access.

COVID-19 Chest X-ray Images

L. Fraiwan, N. Khasawneh, M. Fraiwan, 2021 .

An OCTA Based Diagnosis System Based on a Comprehensive Local Features Analysis for Early Diabetic Retinopathy Detection

Ayman El-Baz, Mohammed Ghazal, Nabila Eladawi, 2018, 2018 IEEE International Conference on Imaging Systems and Techniques (IST).

Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces

Ayman El-Baz, Mohammed Ghazal, Luay Fraiwan, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion

Ayman El-Baz, Mohammed Ghazal, Nabila Eladawi, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Design and Evaluation of a Three Dimensional Ultrasound System for Tissue Ablation for Treatment of Kidney Tumors

L. Fraiwan, K. Lweesy, M. Sameer, 2009 .

Feasibility Study of Noninvasive Tumor Treatment with Focused Ultrasound

Luay Fraiwan, Khaldon Lweesy, Mais Al-Shalabi, 2010 .

Combining decision trees classifiers: a case study of automatic sleep stage scoring

Natheer Khasawneh, Luay Fraiwan, Eyad Taqieddin, 2012, Int. J. Knowl. Eng. Data Min..

Real time virtual prosthetic hand controlled using EMG signals

Luay Fraiwan, Mohammed Awwad, Ma'en Mahdawi, 2011, 2011 1st Middle East Conference on Biomedical Engineering.

A Mobile Mental Health Monitoring System: A Smart Glove

Luay Fraiwan, Tasnim Basmaji, Omnia Hassanin, 2018, 2018 14th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS).