Mr. Feras Barneih Profile

Feras Barneih

at Univ of Sharjah

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Author

Publications (5)

Proceedings Article | 14 June 2023 Poster + Paper

Epilepsy seizure detection with a majority voting classifier using logistic regression

Paul Oswald, Nida Nasir, Feras Barneih, Omar Alshaltone, Mohammad AlShabi, Talal Bonny, Ahmed Al-shammaa

Proceedings Volume 12548, 125480J (2023) https://doi.org/10.1117/12.2664003

KEYWORDS: Electroencephalography, Artificial neural networks, Time-frequency analysis, Feature extraction, Data modeling, Epilepsy, Machine learning, Brain

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Proceedings Article | 14 June 2023 Poster + Paper

Sleep apnea detection using Xception and residual network

Nida Nasir, Feras Barneih, Omar Alshaltone, Mohammad AlShabi, Talal Bonny, Ahmed Al Shammaa

Proceedings Volume 12548, 125480K (2023) https://doi.org/10.1117/12.2664009

KEYWORDS: Sleep apnea, Machine learning, Data modeling, Convolution, Electrocardiography, Signal detection, Education and training, Performance modeling, Binary data, Image classification

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Proceedings Article | 14 June 2023 Poster + Paper

Blood pressure detection using deep convolution neural network models: Xception and InceptionV4

Nida Nasir, Feras Barneih, Omar Alshaltone, Mohammad AlShabi, Ahmed Al Shammaa

Proceedings Volume 12548, 125480I (2023) https://doi.org/10.1117/12.2663999

KEYWORDS: Blood pressure, Convolution, Performance modeling, Neural networks, Machine learning, Deep learning, Data modeling, Cardiovascular disorders, Artificial intelligence

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Proceedings Article | 14 June 2023 Poster + Paper

Identification of diabetic retinopathy using convolutional neural network

Nida Nasir, Feras Barneih, Omar Alshaltone, Mohammad AlShabi, Ahmed Al Shammaa

Proceedings Volume 12548, 125480H (2023) https://doi.org/10.1117/12.2663998

KEYWORDS: Performance modeling, Retina, Data modeling, Convolutional neural networks, Machine learning, Deep learning, Visual process modeling, Image classification, Binary data

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Proceedings Article | 14 June 2023 Poster + Paper

Epileptic seizure detection using transfer learning

Nida Nasir, Feras Barneih, Omar Alshaltone, Talal Bonny, Mohammad AlShabi, Ahmed Al Shammaa

Proceedings Volume 12548, 125480G (2023) https://doi.org/10.1117/12.2663992

KEYWORDS: Electroencephalography, Epilepsy, Fourier transforms, Wavelets, Time-frequency analysis, Image segmentation, Image classification, Education and training, Brain, Signal detection

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