Omnia Hassanin

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

Luay Fraiwan, Omnia Hassanin, Mohammad Fraiwan et al. · Journal of Applied Biomedicine · 2020 · 109 citations

Engineering, Machine Learning, Diagnosis +16

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

Mohammad Fraiwan, Luay Fraiwan, Mohanad Alkhodari et al. · Journal of Ambient Intelligence and Humanized Computing · 2021 · 98 citations · Full text

Convolutional Neural Network, Audio Mining, Engineering +10

EEG-Based Semantic Vigilance Level Classification Using Directed Connectivity Patterns and Graph Theory Analysis

Fares Al-Shargie, Omnia Hassanin, Usman Tariq et al. · IEEE Access · 2020 · 49 citations · Full text

Neuropsychology, Affective Neuroscience, Braincomputer Interface +19

Brain Connectivity Analysis Under Semantic Vigilance and Enhanced Mental States

Fares Al-Shargie, Usman Tariq, Omnia Hassanin et al. · Brain Sciences · 2019 · 47 citations · Full text

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

Luay Fraiwan, Omnia Hassanin · PLoS ONE · 2021 · 25 citations · Full text

Gait Analysis, Physical Activity, Machine Learning +26