1- Early diagnosis and personalised treatment focusing on synthetic data modelling: novel visual learning approach in healthcare
AY Mahmoud, D Neagu, D Scrimieri, ARA Abdullatif
Computers in Biology and Medicine, Elsevier 164, 107295 2023
DOI: https://doi.org/10.1016/j.compbiomed.2023.107295
2- Preliminary introduction and implementation of novel machine learning algorithm utilising pareto principle: classification of small biomedical health-related datasets
AY Mahmoud
Springer Nature, UK Workshop on Computational Intelligence, 129-141 2022
DOI: https://doi.org/10.1007/978-3-031-55568-8_11
3- Machine Learning Experiments with Artificially Generated Big Data from Small Immunotherapy Datasets
AY Mahmoud, D Neagu, D Scrimieri, ARA Abdullatif
IEEE Xplore
2022 21st IEEE International Conference on Machine Learning and Applications 2022
DOI: https://doi.org/10.1109/ICMLA55696.2022.00165
4- Review of Immunotherapy Classification: Application Domains, Datasets, Algorithms and Software Tools from Machine Learning Perspective
AY Mahmoud, D Neagu, D Scrimieri, ARA Abdullatif
Google Scholar: http://bit.ly/46HhB5Q
ORCID: https://orcid.org/0000-0002-4088-08
1- Early diagnosis and personalised treatment focusing on synthetic data modelling: novel visual learning approach in healthcare
AY Mahmoud, D Neagu, D Scrimieri, ARA Abdullatif
Computers in Biology and Medicine, Elsevier 164, 107295 2023
DOI: https://doi.org/10.1016/j.compbiomed.2023.107295
2- Preliminary introduction and implementation of novel machine learning algorithm utilising pareto principle: classification of small biomedical health-related datasets
AY Mahmoud
Springer Nature, UK Workshop on Computational Intelligence, 129-141 2022
DOI: https://doi.org/10.1007/978-3-031-55568-8_11
3- Machine Learning Experiments with Artificially Generated Big Data from Small Immunotherapy Datasets
AY Mahmoud, D Neagu, D Scrimieri, ARA Abdullatif
IEEE Xplore
2022 21st IEEE International Conference on Machine Learning and Applications 2022
DOI: https://doi.org/10.1109/ICMLA55696.2022.00165
4- Review of Immunotherapy Classification: Application Domains, Datasets, Algorithms and Software Tools from Machine Learning Perspective
AY Mahmoud, D Neagu, D Scrimieri, ARA Abdullatif
IEEE Xplore
32nd Conference of Open Innovations Association (FRUCT), 152-161 2022
DOI: https://doi.org/10.23919/FRUCT56874.2022.9953853
5- Classification of imbalanced immunotherapy and health-related data utilising novel machine learning experiments
AY Mahmoud
Springer Nature, UK Workshop on Computational Intelligence, 158-169
2022
DOI: https://doi.org/10.1007/978-3-031-55568-8_13
6- Novel efficient feature selection: Classification of medical and immunotherapy treatments utilising Random Forest and Decision Trees
AY Mahmoud
Intelligence-Based Medicine, Elsevier, 10, 100151
DOI: https://doi.org/10.1016/j.ibmed.2024.100151
