Automated sleep stage identification system based on time–frequency analysis of a single EEG channel and random forest classifier L Fraiwan, K Lweesy, N Khasawneh, H Wenz, H Dickhaus Computer methods and programs in biomedicine 108 (1), 10-19, 2012 | 502 | 2012 |
A wireless home safety gas leakage detection system L Fraiwan, K Lweesy, A Bani-Salma, N Mani 2011 1st Middle East Conference on Biomedical Engineering, 11-14, 2011 | 162 | 2011 |
Convolutional and recurrent neural networks for the detection of valvular heart diseases in phonocardiogram recordings M Alkhodari, L Fraiwan Computer Methods and Programs in Biomedicine 200, 105940, 2021 | 130 | 2021 |
A convolutional neural network for the screening and staging of diabetic retinopathy M Shaban, Z Ogur, A Mahmoud, A Switala, A Shalaby, H Abu Khalifeh, ... Plos one 15 (6), e0233514, 2020 | 112 | 2020 |
Diabetic foot ulcer mobile detection system using smart phone thermal camera: a feasibility study L Fraiwan, M AlKhodari, J Ninan, B Mustafa, A Saleh, M Ghazal Biomedical engineering online 16, 1-19, 2017 | 103 | 2017 |
Classification of sleep stages using multi-wavelet time frequency entropy and LDA L Fraiwan, K Lweesy, N Khasawneh, M Fraiwan, H Wenz, H Dickhaus Methods of information in Medicine 49 (03), 230-237, 2010 | 102 | 2010 |
A generalized deep learning-based diagnostic system for early diagnosis of various types of pulmonary nodules A Shaffie, A Soliman, L Fraiwan, M Ghazal, F Taher, N Dunlap, B Wang, ... Technology in cancer research & treatment 17, 1533033818798800, 2018 | 84 | 2018 |
Recognition of pulmonary diseases from lung sounds using convolutional neural networks and long short-term memory M Fraiwan, L Fraiwan, M Alkhodari, O Hassanin Journal of Ambient Intelligence and Humanized Computing, 1-13, 2022 | 73 | 2022 |
Automatic identification of respiratory diseases from stethoscopic lung sound signals using ensemble classifiers L Fraiwan, O Hassanin, M Fraiwan, B Khassawneh, AM Ibnian, ... Biocybernetics and Biomedical Engineering 41 (1), 1-14, 2021 | 70 | 2021 |
A dataset of lung sounds recorded from the chest wall using an electronic stethoscope M Fraiwan, L Fraiwan, B Khassawneh, A Ibnian Data in Brief 35, 106913, 2021 | 64 | 2021 |
Parkinson’s disease hand tremor detection system for mobile application L Fraiwan, R Khnouf, AR Mashagbeh Journal of medical engineering & technology 40 (3), 127-134, 2016 | 63 | 2016 |
Detection of covid-19 from chest x-ray images using deep convolutional neural networks N Khasawneh, M Fraiwan, L Fraiwan, B Khassawneh, A Ibnian Sensors 21 (17), 5940, 2021 | 61 | 2021 |
A comprehensive framework for differentiating autism spectrum disorder from neurotypicals by fusing structural MRI and resting state functional MRI O Dekhil, M Ali, R Haweel, Y Elnakib, M Ghazal, H Hajjdiab, L Fraiwan, ... Seminars in pediatric neurology 34, 100805, 2020 | 60 | 2020 |
A novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system H Kandil, A Soliman, L Fraiwan, A Shalaby, A Mahmoud, A ElTanboly, ... 2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018 | 56 | 2018 |
Automatic sleep stage scoring with wavelet packets based on single EEG recording LA Fraiwan, NY Khaswaneh, KY Lweesy International Journal of Biomedical and Biological Engineering 3 (6), 85-88, 2009 | 54 | 2009 |
Neonatal sleep state identification using deep learning autoencoders L Fraiwan, K Lweesy 2017 IEEE 13th International Colloquium on Signal Processing & its …, 2017 | 47 | 2017 |
Time frequency analysis for automated sleep stage identification in fullterm and preterm neonates L Fraiwan, K Lweesy, N Khasawneh, M Fraiwan, H Wenz, H Dickhaus Journal of medical systems 35, 693-702, 2011 | 46 | 2011 |
Classification of focal and non-focal epileptic patients using single channel EEG and long short-term memory learning system L Fraiwan, M Alkhodari IEEE Access 8, 77255-77262, 2020 | 44 | 2020 |
Using deep transfer learning to detect scoliosis and spondylolisthesis from X-ray images M Fraiwan, Z Audat, L Fraiwan, T Manasreh Plos one 17 (5), e0267851, 2022 | 39 | 2022 |
Voiceless Arabic vowels recognition using facial EMG L Fraiwan, K Lweesy, A Al-Nemrawi, S Addabass, R Saifan Medical & biological engineering & computing 49, 811-818, 2011 | 33 | 2011 |