Primary tabs

Year Faculty Publications
2021 A. Alrajhi,O. Alswailem,G. Wali,K. Alnafee,S. AlGhamdi,J. Alarifi,H. ElMoaqet,A. AbuSalah,"Data-driven prediction for COVID-19 severity in hospitalized patients",International journal of environmental research and public health, 19(5), 2021, 2958.‏ ,2021 [View]
2022 H. ElMoaqet,M. Eid,M. Ryalat,T. Penzel,"An End-to-End Deep Leaning Approach for Sleep-Wake Classification Using Single Channel EEG Signals",In Current Directions in Biomedical Engineering, ,8(2), 2022, 801-804. De Gruyter. ,2022 [View]
2022 H. ElMoaqet,M. Eid,M., Ryalat,T. Penzel,"A deep transfer learning framework for sleep stage classification with single-channel EEG signals",Sensors, 22(22), 2022, 8826.‏,2022 [View]
2023 M. Ryalat,H. ElMoaqet,M. AlFaouri,"Design of a smart factory based on cyber-physical systems and Internet of Things towards Industry 4.0",Applied Sciences, 13(4), 2023, 2156.‏ ,2023 [View]
2024 H. ElMoaqet,H. Qaddoura,T. Almasri,T. A. Alshirbaji,N. A. Jalal,K. Moeller,"Tool Classification in Laparoscopic Images Using Feature Fusion Convolutional Neural Networks: A Single Label Classification Approach",IFAC-PapersOnLine, 2024, vo. 58, no. 24, pp. 391-396. ,2024 [View]
2024 M. Ryalat,E. Franco,H. ElMoaqet,N. Almtireen,G. Al-Refai,"The Integration of Advanced Mechatronic Systems into Industry 4.0 for Smart Manufacturing",Sustainability. 2024; 16(19):8504. ,2024 [View]
2024 H. ElMoaqet,R. Janini,T. A. Alshirbaji,N. A. Jalal,K. Möller,"Using Vision Transformers for Classifying Surgical Tools in Computer Aided Surgeries",Current Directions in Biomedical Engineering, 2024, vol. 10, no. 4, pp. 232-235,2024 [View]
2025 T. Abdulbaki Alshirbaji,NA Jalal,H. Arabian,A. Battistel,PD. Docherty,H. ElMoaqet,T. Neumuth,K. Moeller,"Cholec80-Boxes: Bounding Box Labelling Data for Surgical Tools in Cholecystectomy Images",Data, 10(1):7. ,2025 [View]
2025 M. Ryalat,M. Al-Faouri,H. ElMoaqet,N. Almtireen,G. Al-Refai,"The Integration of Ecomechatronics and Industry 4.0 Towards Sustainable Manufacturing. In: Hehenberger, P., Bradley, D. (eds)",Mechatronic Futures. Springer, Cham.,2025 [View]
2025 H. ElMoaqet,H. Qaddoura,M. Ryalat,N. Almtireen,T. A. Alshirbaji,N. A. Jalal,T. Neumuth,K. Moeller,"Deep Learning Architectures for Single-Label and Multi-Label Surgical Tool Classification in Minimally Invasive Surgeries",Applied Science 2025, 15(11), 6121,2025 [View]
2025 H. ElMoaqet,R. Janini,M. Ryalat,G. Al-refai,T. A. Alshirbaji,N. A. Jalal,T. Neumuth,K. Moeller,N. Navab,"Using Masked Image Modelling Transformer Architecture for Laparoscopic Surgical Tool Classification and Localization",Sensors 2025, 25(10), 3017.,2025 [View]
2025 M. Ryalat,N. Almtireen,G. Al-refai,H. ElMoaqet,N. Rawashdeh,"Research and education in robotics: A comprehensive review, trends, challenges, and future directions",”. Journal of Sensor and Actuator Networks, 2025, 14(4), 76.‏ ,2025 [View]
2025 H. ElMoaqet,R. Janini,T. Alshirbaji,N. Jalal,K. Möller,"Spatio-Temporal Transformer for Surgical Instrument Recognition in Computer Aided Surgeries",In Current Directions in Biomedical Engineering (Vol. 11, No. 1, pp. 536-539). De Gruyter.‏,2025 [View]
2025 H, ElMoaqet,A. Ahmed,M. Ryalat,N. Almtireen,M. Salanitro,M. Glos,T. Penzel,"End of Apnea Event Prediction Leveraging EEG Signals and Interpretable Machine Learning",Biosensors, 2025, 15(11), 732.,2025 [View]
2025 H. ElMoaqet,M. Rashed,M. Bakr,"Multi-Stage Domain-Adapted 6D Pose Estimation of Warehouse Load Carriers: A Deep Convolutional Neural Network Approach",Machines, 2025, 13(12), 1126.‏, ,2025 [View]