Single channel-based myoelectric control of hand movements with Empirical Mode Decomposition. - Ali H. Al-Timemy; Guido Bugmann; Nicholas John Outram; Javier Escudero (EMBC, 2011)

Finger Movements Classification for the Dexterous Control of Upper Limb Prosthesis Using EMG Signals. - Ali Al-Timemy; Guido Bugmann; Nicholas John Outram; Javier Escudero; Hai Li 004 (TAROS, 2012)

A preliminary investigation of the effect of force variation for myoelectric control of hand prosthesis. - Ali Al-Timemy; Guido Bugmann; Javier Escudero; Nicholas John Outram (EMBC, 2013)

Protocol for site selection and movement assessment for the myoelectric control of a multi-functional upper-limb prosthesis. - Ali H. Al-Timemy; Javier Escudero; Guido Bugmann; Nicholas John Outram (EMBC, 2013)

Development of a Highly Dexterous Robotic Hand with Independent Finger Movements for Amputee Training. - Ali Al-Timemy; Alexandre Brochard; Guido Bugmann; Javier Escudero (TAROS, 2013)

Classification of Finger Movements for the Dexterous Hand Prosthesis Control With Surface Electromyography. - Ali Al-Timemy; Guido Bugmann; Javier Escudero; Nicholas John Outram (IEEE J. Biomed. Health Informatics, 2013)

Spectral analysis of resting state magnetoencephalogram activity in patients with bipolar disorder. - Ali H. Al-Timemy; Alberto Fernández 004; Javier Escudero (EMBC, 2014)

Influence of multiple dynamic factors on the performance of myoelectric pattern recognition. - Rami N. Khushaba; Ali Al-Timemy; Sarath Kodagoda (EMBC, 2015)

Selecting the optimal movement subset with different pattern recognition based EMG control algorithms. - Ali Al-Timemy; Rami N. Khushaba; Javier Escudero (EMBC, 2016)

Myoelectric feature extraction using temporal-spatial descriptors for multifunction prosthetic hand control. - Rami N. Khushaba; Ali Al-Timemy; Ahmed Al-Ani; Adel Al-Jumaily (EMBC, 2016)

A fusion of time-domain descriptors for improved myoelectric hand control. - Rami N. Khushaba; Ahmed Al-Ani; Ali Al-Timemy; Adel Al-Jumaily (SSCI, 2016)

Combined influence of forearm orientation and muscular contraction on EMG pattern recognition. - Rami N. Khushaba; Ali Al-Timemy; Sarath Kodagoda; Kianoush Nazarpour (Expert Syst. Appl., 2016)

Adaptive Windowing Framework for Surface Electromyogram-Based Pattern Recognition System for Transradial Amputees. - Ali H. Al-Timemy; Guido Bugmann; Javier Escudero (Sensors, 2018)

Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control. - Evan Campbell; Angkoon Phinyomark; Ali H. Al-Timemy; Rami N. Khushaba; Giovanni Petri; Erik J. Scheme (NER, 2019)

Intelligent EMG Pattern Recognition Control Method for Upper-Limb Multifunctional Prostheses: Advances, Current Challenges, and Future Prospects. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Yanjuan Geng; Ali H. Al-Timemy; Sandeep Pirbhulal; Ning Ji; Shixiong Chen; Peng Fang 001; Guanglin Li 001 (IEEE Access, 2019)

Estimating Wrist Joint Torque Using Regression Ensemble of Bagged Trees under Multiple Wrist Postures. - Ali H. Al-Timemy; Andrea Zonnino; Fabrizio Sergi (BioRob, 2020)

Recurrent Fusion of Time-Domain Descriptors Improves EMG-based Hand Movement Recognition. - Ahmed A. Al Taee; Rami N. Khushaba; Ali H. Al-Timemy; Adel Al-Jumaily (EMBC, 2020)

An Efficient Mixture of Deep and Machine Learning Models for COVID-19 and Tuberculosis Detection Using X-Ray Images in Resource Limited Settings. - Ali H. Al-Timemy; Rami N. Khushaba; Zahraa M. Mosa; Javier Escudero (CoRR, 2020)

Wavelet-based feature extraction technique for classification of different shoulder girdle motions for high-level upper limb amputees. - Ghaith K. Sharba; Mousa K. Wali; Ali H. Al-Timemy (Int. J. Medical Eng. Informatics, 2020)

Recursive Multi-Signal Temporal Fusions With Attention Mechanism Improves EMG Feature Extraction. - Rami N. Khushaba; Angkoon Phinyomark; Ali H. Al-Timemy; Erik J. Scheme (IEEE Trans. Artif. Intell., 2020)

Keratoconus Severity Detection From Elevation, Topography and Pachymetry Raw Data Using a Machine Learning Approach. - Alexandru Lavric; Liliana Anchidin; Valentin Popa; Ali H. Al-Timemy; Zaid Abdi Alkareem Alyasseri; Hidenori Takahashi; Siamak Yousefi; Rossen M. Hazarbassanov (IEEE Access, 2021)

MedNet: Pre-trained Convolutional Neural Network Model for the Medical Imaging Tasks. - Laith Alzubaidi; José Santamaría; Mohamed Manoufali; Beadaa J. Mohammed; Mohammed A. Fadhel; Jinglan Zhang; Ali H. Al-Timemy; Omran Al-Shamma; Ye Duan (CoRR, 2021)

A long short-term recurrent spatial-temporal fusion for myoelectric pattern recognition. - Rami N. Khushaba; Erik J. Scheme; Ali H. Al-Timemy; Angkoon Phinyomark; Ahmed A. Al Taee; Adel Al-Jumaily (Expert Syst. Appl., 2021)

Hand Gesture Recognition With Acoustic Myography and Wavelet Scattering Transform. - Ali H. Al-Timemy; Youssef Serrestou; Rami N. Khushaba; Slim Yacoub; Kosai Raoof (IEEE Access, 2022)

Shoulder girdle recognition using electrophysiological and low frequency anatomical contraction signals for prosthesis control. - Ejay Nsugbe; Ali H. Al-Timemy (CAAI Trans. Intell. Technol., 2022)

Deep Transfer Learning for Improved Detection of Keratoconus using Corneal Topographic Maps. - Ali H. Al-Timemy; Nebras H. Ghaeb; Zahraa M. Mosa; Javier Escudero (Cogn. Comput., 2022)

An integrated entropy-spatial framework for automatic gender recognition enhancement of emotion-based EEGs. - Noor Kamal Al-Qazzaz; Mohannad K. Sabir; Ali H. Al-Timemy; Karl Grammer (Medical Biol. Eng. Comput., 2022)

Myoelectric Control With Fixed Convolution-Based Time-Domain Feature Extraction: Exploring the Spatio-Temporal Interaction. - Rami N. Khushaba; Ali H. Al-Timemy; Oluwarotimi Williams Samuel; Erik J. Scheme (IEEE Trans. Hum. Mach. Syst., 2022)

Toward a Minimal sEMG Setup for Knee and Ankle Kinematic Estimation during Gait. - Alessandro Mengarelli; Federica Verdini; Ali H. Al-Timemy; Rami Mobarak; Mara Scattolini; Sandro Fioretti; Laura Burattini; Andrea Tigrini (CBMS, 2023)

Hand Force Estimation from Acoustic Myography Using Deep Wavelet Scattering Transform and Long Short-Term Memory. - Ali H. Al-Timemy; Youssef Serrestou; Slim Yacoub; Kosai Raoof; Rami N. Khushaba (EMBC, 2023)

Decoding transient sEMG data for intent motion recognition in transhumeral amputees. - Andrea Tigrini; Ali H. Al-Timemy; Federica Verdini; Sandro Fioretti; Micaela Morettini; Laura Burattini; Alessandro Mengarelli (Biomed. Signal Process. Control., 2023)

A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications. - Laith Alzubaidi; Jinshuai Bai; Aiman Al-Sabaawi; José Santamaría; Ahmed Shihab Albahri; Bashar Sami Nayyef Al-dabbagh; Mohammed A. Fadhel; Mohamed Manoufali; Jinglan Zhang; Ali H. Al-Timemy; Ye Duan; Amjed Abdullah; et al. (J. Big Data, 2023)

Hand Movement Recognition Based on Fusion of Myography Signals. - Shili Wala Eddine; Youssef Serrestou; Slim Yacoub; Ali H. Al-Timemy; Kosai Raoof (BIOSTEC (1), 2024)

Modem Myoelectric Control - Is it Time to Change the Algorithmic Focus? - Rami N. Khushaba; Oluwarotimi Williams Samuel; Ali H. Al-Timemy; Guanglin Li 001 (EMBC, 2024)

Neuromechanical-Driven Ankle Angular Position Control During Gait Using Minimal Setup and LSTM Model. - Rami Mobarak; Alessandro Mengarelli; Federica Verdini; Ali H. Al-Timemy; Sandro Fioretti; Laura Burattini; Andrea Tigrini (MeMeA, 2024)

Using Adaptive Surface EMG Envelope Extraction for Onset Detection: A Preliminary Study on Upper Limb Amputees. - Simone Ranaldi; Andrea Tigrini; Ali H. Al-Timemy; Federica Verdini; Alessandro Mengarelli; Maurizio Schmid; Sandro Fioretti; Laura Burattini; Silvia Conforto (MeMeA, 2024)

Phasor-Based Myoelectric Synergy Features: A Fast Hand-Crafted Feature Extraction Scheme for Boosting Performance in Gait Phase Recognition. - Andrea Tigrini; Rami Mobarak; Alessandro Mengarelli; Rami N. Khushaba; Ali H. Al-Timemy; Federica Verdini; Ennio Gambi; Sandro Fioretti; Laura Burattini (Sensors, 2024)