Mohamed Hammad
2024
- Kiziloluk S.; Sert E.; Hammad M.; Tadeusiewicz R.; Pławiak P.; EO-CNN: Equilibrium Optimization-Based hyperparameter tuning for enhanced pneumonia and COVID-19 detection using AlexNet and DarkNet19; Biocybernetics and Biomedical Engineering; 2024
2023
- Sakr A.; Plawiak P.; Tadeusiewicz R.; Pławiak J.; Sakr M.; Hammad M.; ECG-COVID: An end-to-end deep model based on electrocardiogram for COVID-19 detection; Information Sciences; 2023
- Patro K.; Allam J.; Hammad M.; Tadeusiewicz R.; Plawiak P.; SCovNet: A skip connection-based feature union deep learning technique with statistical approach analysis for the detection of COVID-19; Biocybernetics and Biomedical Engineering; 2023
- Maher A.; Qaisar S.; Salankar N.; Jiang F.; Tadeusiewicz R.; Plawiak P.; EL-Latif A.; Hammad M.; Hybrid EEG-fNIRS brain-computer interface based on the non-linear features extraction and stacking ensemble learning; Biocybernetics and Biomedical Engineering; 2023
- Dogra A.; Ewaidat H.; Samee N.; Allam J.; Patro K.; Plawiak P.; Mahmoud N.; Hammad M.; The Knowledge and Perception about COVID-19 among Medical Imaging Professionals; Health & Social Care in the Community; 2023
2022
- Plawiak P.; Salankar N.; Qaisar S.; Tadeusiewicz R.; Hammad M.; EEG based alcoholism detection by oscillatory modes decomposition second order difference plots and machine learning.; Biocybernetics and Biomedical Engineering; 2022
- Mohammed Y.; Abdelkader H.; Plawiak P.; Hammad M.; A novel model to optimize multiple imputation algorithm for missing data using evolution methods.; Biomedical Signal Processing and Control; 2022
- Hammad M.; Bakrey M.; Bakhiet A.; Tadeusiewicz R.; EL-Latif A.; Plawiak P.; A novel end-to-end deep learning approach for cancer detection based on microscopic medical images.; Biocybernetics and Biomedical Engineering; 2022
- Prakash A.; Patro K.; Hammad M.; Tadeusiewicz R.; Plawiak P.; BAED: A secured biometric authentication system using ECG signal based on deep learning techniques.; Biocybernetics and Biomedical Engineering; 2022
- Saber S.; Amin K.; Plawiak P.; Tadeusiewicz R.; Hammad M.; Graph Convolutional Network with Triplet Attention learning for Person Re-Identification.; Information Sciences; 2022
2021
- Hammad M.; Kandala R.; Abdelatey A.; Abdar M.; Zomorodi‐Moghadam M.; San Tan R.; Acharya R.; Pławiak J.; Tadeusiewicz R.; Makarenkov V.; Sarrafzadegan N.; Khosravi A.; Nahavandi S.; EL-Latif A.; Plawiak P.; Automated detection of shockable ECG signals: A review; Elsevier, Information Sciences; 2021
- Wierzbiński M.; Plawiak P.; Hammad M.; Acharya R.; Development of accurate classification of heavenly bodies using novel machine learning techniques; Springer, Soft Computing; 2021
- Hammad M.; Plawiak P.; Wang K.; Acharya U.; ResNet‐Attention model for human authentication using ECG signals; Wiley, Expert Systems; 2021
2020
- Książek W.; Hammad M.; Plawiak P.; Acharya R.; Tadeusiewicz R.; Development of novel ensemble model using stacking learning and evolutionary computation techniques for automated hepatocellular carcinoma detection; Biocybernetics and Biomedical Engineering; 2020