Luay Fraiwan

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 20

Top Topics

Diabetic Retinopathy

Early Detection

Convolutional Neural Network

Top Venues

FiCloud Workshops

Publications

Natheer Khasawneh, Mohammad Fraiwan, Luay Fraiwan
Detection of K-complexes in EEG signals using deep transfer learning and YOLOv3. Clust. Comput. 26 (6) (2023)
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)
Natheer Khasawneh, Mohammad Fraiwan, Luay Fraiwan
Detection of K-complexes in EEG waveform images using faster R-CNN and deep transfer learning. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Luay Fraiwan, Natheer Khasawneh, Khaldon Lweesy, Mennatalla Elbalki, Amna Almarzooqi, Nada Abu Hamra
Non-Contact Spirometry Using a Mobile Thermal Camera and AI Regression. Sensors 21 (22) (2021)
Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ali H. Mahmoud, Andy Switala, Mohammed Ghazal, Adel Khelifi, Luay Fraiwan, Georgy Barnes, Ayman El-Baz
Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces. ISBI (2021)
Natheer Khasawneh, Mohammad Fraiwan, Luay Fraiwan, Basheer Khassawneh, Ali Ibnian
Detection of COVID-19 from Chest X-ray Images Using Deep Convolutional Neural Networks. Sensors 21 (17) (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)
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)
Luay Fraiwan, Mohanad Alkhodari
Neonatal sleep stage identification using long short-term memory learning system. Medical Biol. Eng. Comput. 58 (6) (2020)
Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Ayman El-Baz
Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers. IST (2019)
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
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISBI (2019)
Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Robert Keynton, Ayman El-Baz
Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network. ICIP (2019)
Mohammed Ghazal, Marah Talal Alhalabi, Luay Fraiwan, Maha Yaghi, Lina Alkhatib
Assessment of Motion Quality using an IoT-Based Wearable and Mobile Joint Flexion Sensors. FiCloud Workshops (2019)
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
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISSPIT (2018)
Luay Fraiwan, Tasnim Basmaji, Omnia Hassanin
A Mobile Mental Health Monitoring System: A Smart Glove. SITIS (2018)
Heba Kandil, Ahmed Soliman, Luay Fraiwan, Ahmed Shalaby, Ali H. Mahmoud, Ahmed ElTanboly, Adel Elmaghraby, Guruprasad A. Giridharan, Ayman El-Baz
A novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system. ISBI (2018)
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
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISSPIT (2018)
Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Francesco Pichi, Mohammed Ghazal, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz
Early Diagnosis of Diabetic Retinopathy in OCTA Images Based on Local Analysis of Retinal Blood Vessels and Foveal Avascular Zone. ICPR (2018)
Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Mohammed Ghazal, Francesco Pichi, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz
An OCTA Based Diagnosis System Based on a Comprehensive Local Features Analysis for Early Diabetic Retinopathy Detection. IST (2018)
Mohammed Ghazal, Marah Talal Alhalabi, Mansour Chabnari, Linda Ghazal, Luay Fraiwan
Design and Implementation of a Mobile Device for Blood Glucose Level Assessment. FiCloud Workshops (2018)
Luay Fraiwan, Khaldon Lweesy, Natheer Khasawneh, Heinrich Wenz, Hartmut Dickhaus
Automated sleep stage identification system based on time-frequency analysis of a single EEG channel and random forest classifier. Comput. Methods Programs Biomed. 108 (1) (2012)
Natheer Khasawneh, Stefan Conrad, Luay Fraiwan, Eyad Taqieddin, Basheer Khasawneh
Combining decision trees classifiers: a case study of automatic sleep stage scoring. Int. J. Knowl. Eng. Data Min. 2 (1) (2012)
Khaldon Lweesy, Luay Fraiwan, Natheer Khasawneh, Hartmut Dickhaus
New Automated Detection Method of OSA Based on Artificial Neural Networks Using P-Wave Shape and Time Changes. J. Medical Syst. 35 (4) (2011)
Luay Fraiwan, Khaldon Lweesy, Natheer Khasawneh, Mohammad Fraiwan, Heinrich Wenz, Hartmut Dickhaus
Time Frequency Analysis for Automated Sleep Stage Identification in Fullterm and Preterm Neonates. J. Medical Syst. 35 (4) (2011)
Natheer Khasawneh, Mohammad Abdel Kareem Jaradat, Luay Fraiwan, Mohamed Al-Fandi
Adaptive Neuro-Fuzzy Inference System for Automatic Sleep Multistage Level Scoring Employing EEG, EOG, and EMG Extracted Features. Appl. Artif. Intell. 25 (2) (2011)
Luay Fraiwan, Khaldon Lweesy, Ayat Al-Nemrawi, Sondos Addabass, Rasha Saifan
Voiceless Arabic vowels recognition using facial EMG. Medical Biol. Eng. Comput. 49 (7) (2011)
Khaldon Lweesy, Luay Fraiwan, Alaa Shatat, Ghassan Abdo, Abduallah Dawodiah, Mohammad Sameer
Design and ex vivo kidney evaluation of a high-intensity focused ultrasound transducer and 3D positioner. Medical Biol. Eng. Comput. 48 (3) (2010)
Khaldon Lweesy, Luay Fraiwan, Osama Al-Bataineh, Naser Hamdi, Hartmut Dickhaus
Optimization of ultrasound array designs for high intensity focused treatment of prostate cancer and benign prostatic hyperplasia. Medical Biol. Eng. Comput. 47 (6) (2009)
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
Increased Visibility of Targets Submerged in Scattering Opaque Media and Polarimetric Techniques. IEEE Trans. Instrum. Meas. 57 (12) (2008)
George C. Giakos, A. Medithe, S. Sumrain, Srinivas Sukumar, Luay Fraiwan, A. Orozco
Laser Polarimetric Imaging of Surface Defects of Semiconductor Wafers, Microelectronics, and Spacecraft Structures. IEEE Trans. Instrum. Meas. 55 (6) (2006)
George C. Giakos, N. Patnekar, S. Sumrain, Luay Fraiwan, V. Kumar
A novel multipath light signal dispersion reduction technique based on controlled-polarization optical wireless link setup. IEEE Trans. Instrum. Meas. 54 (5) (2005)
George C. Giakos, Luay Fraiwan, N. Patnekar, S. Sumrain, George B. Mertzios, S. Periyathamby
A sensitive optical polarimetric imaging technique for surface defects detection of aircraft turbine engines. IEEE Trans. Instrum. Meas. 53 (1) (2004)
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
Signal dispersion measurements on the gas detector volume of a dual-energy multimedia digital imaging sensor. IEEE Trans. Instrum. Meas. 52 (5) (2003)
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
Signal evaluation of a novel dual-energy multimedia imaging sensor. IEEE Trans. Instrum. Meas. 51 (5) (2002)