Luay Fraiwan

35 papers B 2Journal 23Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Lightweight Hybrid Deep Learning Models for Accurate Classification of Respiratory Conditions from Raw Lung Sounds.
J. Medical Syst.
Khaldon Lweesy, Sireen Abuqran, Luay Fraiwan
2023 J jnl
Detection of K-complexes in EEG signals using deep transfer learning and YOLOv3.
Clust. Comput.
Natheer Khasawneh, Mohammad Fraiwan, Luay Fraiwan
2022 J jnl
Detection of K-complexes in EEG waveform images using faster R-CNN and deep transfer learning.
BMC Medical Informatics Decis. Mak.
Natheer Khasawneh, Mohammad Fraiwan, Luay Fraiwan
2022 J jnl
Recognition of pulmonary diseases from lung sounds using convolutional neural networks and long short-term memory.
J. Ambient Intell. Humaniz. Comput.
Mohammad Fraiwan, Luay Fraiwan, Mohanad Alkhodari, Omnia Hassanin
2021 — conf
Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces.
ISBI
Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ali H. Mahmoud, Andy Switala, Mohammed Ghazal, Adel Khelifi, Luay Fraiwan, Georgy Barnes, Ayman El-Baz
2021 J jnl
Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings.
Comput. Methods Programs Biomed.
Mohanad Alkhodari, Luay Fraiwan
2021 J jnl
Detection of COVID-19 from Chest X-ray Images Using Deep Convolutional Neural Networks.
Sensors
Natheer Khasawneh, Mohammad Fraiwan, Luay Fraiwan, Basheer Khassawneh, Ali Ibnian
2021 J jnl
Non-Contact Spirometry Using a Mobile Thermal Camera and AI Regression.
Sensors
Luay Fraiwan, Natheer Khasawneh, Khaldon Lweesy, Mennatalla Elbalki, Amna Almarzooqi, Nada Abu Hamra
2020 J jnl
Classification of Focal and Non-Focal Epileptic Patients Using Single Channel EEG and Long Short-Term Memory Learning System.
IEEE Access
Luay Fraiwan, Mohanad Alkhodari
2020 J jnl
Neonatal sleep stage identification using long short-term memory learning system.
Medical Biol. Eng. Comput.
Luay Fraiwan, Mohanad Alkhodari
2019 — conf
Assessment of Motion Quality using an IoT-Based Wearable and Mobile Joint Flexion Sensors.
FiCloud Workshops
Mohammed Ghazal, Marah Talal Alhalabi, Luay Fraiwan, Maha Yaghi, Lina Alkhatib
2019 — conf
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion.
ISBI
Nabila Eladawi, Ahmed ElTanboly, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Ayman El-Baz
2019 — conf
Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers.
IST
Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Ayman El-Baz
2019 B conf
Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network.
ICIP
Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Robert Keynton, Ayman El-Baz
2018 — conf
A Mobile Mental Health Monitoring System: A Smart Glove.
SITIS
Luay Fraiwan, Tasnim Basmaji, Omnia Hassanin
2018 — conf
A novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system.
ISBI
Heba Kandil, Ahmed Soliman, Luay Fraiwan, Ahmed Shalaby, Ali H. Mahmoud, Ahmed ElTanboly, Adel Elmaghraby, Guruprasad A. Giridharan, Ayman El-Baz
2018 — conf
An OCTA Based Diagnosis System Based on a Comprehensive Local Features Analysis for Early Diabetic Retinopathy Detection.
IST
Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Mohammed Ghazal, Francesco Pichi, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz
2018 — conf
Design and Implementation of a Mobile Device for Blood Glucose Level Assessment.
FiCloud Workshops
Mohammed Ghazal, Marah Talal Alhalabi, Mansour Chabnari, Linda Ghazal, Luay Fraiwan
2018 — conf
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion.
ISSPIT
Ahmed ElTanboly, Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Harpal Sandhu, Ayman El-Baz
2018 — conf
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion.
ISSPIT
Ahmed ElTanboly, Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Harpal Sandhu, Ayman El-Baz
2018 B conf
Early Diagnosis of Diabetic Retinopathy in OCTA Images Based on Local Analysis of Retinal Blood Vessels and Foveal Avascular Zone.
ICPR
Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Francesco Pichi, Mohammed Ghazal, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz
2012 J jnl
Automated sleep stage identification system based on time-frequency analysis of a single EEG channel and random forest classifier.
Comput. Methods Programs Biomed.
Luay Fraiwan, Khaldon Lweesy, Natheer Khasawneh, Heinrich Wenz, Hartmut Dickhaus
2012 J jnl
Combining decision trees classifiers: a case study of automatic sleep stage scoring.
Int. J. Knowl. Eng. Data Min.
Natheer Khasawneh, Stefan Conrad, Luay Fraiwan, Eyad Taqieddin, Basheer Khasawneh
2011 J jnl
Adaptive Neuro-Fuzzy Inference System for Automatic Sleep Multistage Level Scoring Employing EEG, EOG, and EMG Extracted Features.
Appl. Artif. Intell.
Natheer Khasawneh, Mohammad Abdel Kareem Jaradat, Luay Fraiwan, Mohamed Al-Fandi
2011 J jnl
New Automated Detection Method of OSA Based on Artificial Neural Networks Using P-Wave Shape and Time Changes.
J. Medical Syst.
Khaldon Lweesy, Luay Fraiwan, Natheer Khasawneh, Hartmut Dickhaus
2011 J jnl
Time Frequency Analysis for Automated Sleep Stage Identification in Fullterm and Preterm Neonates.
J. Medical Syst.
Luay Fraiwan, Khaldon Lweesy, Natheer Khasawneh, Mohammad Fraiwan, Heinrich Wenz, Hartmut Dickhaus
2011 J jnl
Voiceless Arabic vowels recognition using facial EMG.
Medical Biol. Eng. Comput.
Luay Fraiwan, Khaldon Lweesy, Ayat Al-Nemrawi, Sondos Addabass, Rasha Saifan
2010 J jnl
Design and ex vivo kidney evaluation of a high-intensity focused ultrasound transducer and 3D positioner.
Medical Biol. Eng. Comput.
Khaldon Lweesy, Luay Fraiwan, Alaa Shatat, Ghassan Abdo, Abduallah Dawodiah, Mohammad Sameer
2009 J jnl
Optimization of ultrasound array designs for high intensity focused treatment of prostate cancer and benign prostatic hyperplasia.
Medical Biol. Eng. Comput.
Khaldon Lweesy, Luay Fraiwan, Osama Al-Bataineh, Naser Hamdi, Hartmut Dickhaus
2008 J jnl
Increased Visibility of Targets Submerged in Scattering Opaque Media and Polarimetric Techniques.
IEEE Trans. Instrum. Meas.
George C. Giakos, Srinivas Sukumar, Keerthisrivatsav Valluru, P. Bathini, S. Atreya Paturi, K. Ambadipudi, D. Wagenar, V. Adya, M. Reddy, Luay Fraiwan, Daniel B. Sheffer
2006 J jnl
Laser Polarimetric Imaging of Surface Defects of Semiconductor Wafers, Microelectronics, and Spacecraft Structures.
IEEE Trans. Instrum. Meas.
George C. Giakos, A. Medithe, S. Sumrain, Srinivas Sukumar, Luay Fraiwan, A. Orozco
2005 J jnl
A novel multipath light signal dispersion reduction technique based on controlled-polarization optical wireless link setup.
IEEE Trans. Instrum. Meas.
George C. Giakos, N. Patnekar, S. Sumrain, Luay Fraiwan, V. Kumar
2004 J jnl
A sensitive optical polarimetric imaging technique for surface defects detection of aircraft turbine engines.
IEEE Trans. Instrum. Meas.
George C. Giakos, Luay Fraiwan, N. Patnekar, S. Sumrain, George B. Mertzios, S. Periyathamby
2003 J jnl
Signal dispersion measurements on the gas detector volume of a dual-energy multimedia digital imaging sensor.
IEEE Trans. Instrum. Meas.
George C. Giakos, Samir Chowdhury, N. Shah, S. Guntupalli, Srinivasan Vedantham, Sankararaman Suryanarayanan, Richard Nemer, Amlan Dasgupta, K. Mehta, Edward A. Evans, A. Orozco, V. Kumar, Luay Fraiwan, N. Patnekar
2002 J jnl
Signal evaluation of a novel dual-energy multimedia imaging sensor.
IEEE Trans. Instrum. Meas.
George C. Giakos, Samir Chowdhury, N. Shah, K. Mehta, S. Sumrain, A. G. Passerini, N. Patnekar, Edward A. Evans, Luay Fraiwan, Okechukwu C. Ugweje, Richard Nemer