A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications
Alzubaidi, Laith, Bai, Jinshuai, Al-Sabaawi, Aiman, Santamaría, Jose, Albahri, A. S., Al-dabbagh, Bashar Sami Nayyef, Fadhel, Mohammed A., Manoufali, Mohamed, Zhang, Jinglan, Al-Timemy, Ali H., Duan, Ye, Abdullah, Amjed, Farhan, Laith, Lu, Yi, Gupta, Ashish, Albu, Felix, Abbosh, Amin, Gu, Yuantong
Published in Journal of big data (01.12.2023)
Published in Journal of big data (01.12.2023)
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Journal Article
Improving the Performance Against Force Variation of EMG Controlled Multifunctional Upper-Limb Prostheses for Transradial Amputees
Al-Timemy, Ali H., Khushaba, Rami N., Bugmann, Guido, Escudero, Javier
Published in IEEE transactions on neural systems and rehabilitation engineering (01.06.2016)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.06.2016)
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Journal Article
A Framework of Temporal-Spatial Descriptors-Based Feature Extraction for Improved Myoelectric Pattern Recognition
Khushaba, Rami N., Al-Timemy, Ali H., Al-Ani, Ahmed, Al-Jumaily, Adel
Published in IEEE transactions on neural systems and rehabilitation engineering (01.10.2017)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.10.2017)
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Journal Article
A Minimal and Multi-Source Recording Setup for Ankle Joint Kinematics Estimation During Walking using only Proximal Information from Lower Limb
Mobarak, Rami, Tigrini, Andrea, Verdini, Federica, Al-Timemy, Ali H., Fioretti, Sandro, Burattini, Laura, Mengarelli, Alessandro
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2024)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2024)
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Journal Article
Intelligent EMG Pattern Recognition Control Method for Upper-Limb Multifunctional Prostheses: Advances, Current Challenges, and Future Prospects
Samuel, Oluwarotimi Williams, Asogbon, Mojisola Grace, Geng, Yanjuan, Al-Timemy, Ali H., Pirbhulal, Sandeep, Ji, Ning, Chen, Shixiong, Fang, Peng, Li, Guanglin
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
A note on the probability distribution function of the surface electromyogram signal
Nazarpour, Kianoush, Al-Timemy, Ali H, Bugmann, Guido, Jackson, Andrew
Published in Brain research bulletin (01.01.2013)
Published in Brain research bulletin (01.01.2013)
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Journal Article
Phasor-Based Myoelectric Synergy Features: A Fast Hand-Crafted Feature Extraction Scheme for Boosting Performance in Gait Phase Recognition
Tigrini, Andrea, Mobarak, Rami, Mengarelli, Alessandro, Khushaba, Rami N, Al-Timemy, Ali H, Verdini, Federica, Gambi, Ennio, Fioretti, Sandro, Burattini, Laura
Published in Sensors (Basel, Switzerland) (08.09.2024)
Published in Sensors (Basel, Switzerland) (08.09.2024)
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Journal Article
Editorial: Current Trends in Deep Learning for Movement Analysis and Prosthesis Control
Al-Timemy, Ali H, Castellini, Claudio, Escudero, Javier, Khushaba, Rami, Muceli, Silvia
Published in Frontiers in neuroscience (25.04.2022)
Published in Frontiers in neuroscience (25.04.2022)
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Journal Article
Hand Gesture Recognition with Acoustic Myography and Wavelet Scattering Transform
Al-Timemy, Ali H., Serrestou, Youssef, Khushaba, Rami, Yacoub, Slim, Raoof, Kosai
Published in IEEE access (2022)
Published in IEEE access (2022)
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Journal Article
A Deep Feature Fusion of Improved Suspected Keratoconus Detection with Deep Learning
Al-Timemy, Ali H, Alzubaidi, Laith, Mosa, Zahraa M, Abdelmotaal, Hazem, Ghaeb, Nebras H, Lavric, Alexandru, Hazarbassanov, Rossen M, Takahashi, Hidenori, Gu, Yuantong, Yousefi, Siamak
Published in Diagnostics (Basel) (10.05.2023)
Published in Diagnostics (Basel) (10.05.2023)
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Journal Article
Keratoconus Detection-based on Dynamic Corneal Deformation Videos Using Deep Learning
Abdelmotaal, Hazem, Hazarbassanov, Rossen Mihaylov, Salouti, Ramin, Nowroozzadeh, M. Hossein, Taneri, Suphi, Al-Timemy, Ali H., Lavric, Alexandru, Yousefi, Siamak
Published in Ophthalmology science (Online) (01.03.2024)
Published in Ophthalmology science (Online) (01.03.2024)
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Journal Article
Keratoconus Severity Detection From Elevation, Topography and Pachymetry Raw Data Using a Machine Learning Approach
Lavric, Alexandru, Anchidin, Liliana, Popa, Valentin, Al-Timemy, Ali H., Alyasseri, Zaid, Takahashi, Hidenori, Yousefi, Siamak, Hazarbassanov, Rossen M.
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
A Hybrid Artificial Intelligence Model for Detecting Keratoconus
Alyasseri, Zaid Abdi Alkareem, Al-Timemy, Ali H., Abasi, Ammar Kamal, Lavric, Alexandru, Mohammed, Husam Jasim, Takahashi, Hidenori, Milhomens Filho, Jose Arthur, Campos, Mauro, Hazarbassanov, Rossen M., Yousefi, Siamak
Published in Applied sciences (01.12.2022)
Published in Applied sciences (01.12.2022)
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Journal Article
Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio-Temporal Interaction
Khushaba, Rami N., Al-Timemy, Ali H., Samuel, Oluwarotimi Williams, Scheme, Erik J.
Published in IEEE transactions on human-machine systems (01.12.2022)
Published in IEEE transactions on human-machine systems (01.12.2022)
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Journal Article