Zobrazeno 1 - 10
of 263
pro vyhledávání: '"Kennedy, Paul J"'
Autor:
Wilkins-Caruana, Adrian, Bandara, Madhushi, Musial, Katarzyna, Catchpoole, Daniel, Kennedy, Paul J.
Treatment pathways are step-by-step plans outlining the recommended medical care for specific diseases; they get revised when different treatments are found to improve patient outcomes. Examining health records is an important part of this revision p
Externí odkaz:
http://arxiv.org/abs/2309.01897
Machine learning provides many powerful and effective techniques for analysing heterogeneous electronic health records (EHR). Administrative Health Records (AHR) are a subset of EHR collected for administrative purposes, and the use of machine learni
Externí odkaz:
http://arxiv.org/abs/2308.14216
A meaningful understanding of clinical protocols and patient pathways helps improve healthcare outcomes. Electronic health records (EHR) reflect real-world treatment behaviours that are used to enhance healthcare management but present challenges; pr
Externí odkaz:
http://arxiv.org/abs/2110.01160
Publikováno v:
2017 International Joint Conference on Neural Networks (IJCNN), Anchorage, AK, 2017, pp. 364-371
Feature extraction becomes increasingly important as data grows high dimensional. Autoencoder as a neural network based feature extraction method achieves great success in generating abstract features of high dimensional data. However, it fails to co
Externí odkaz:
http://arxiv.org/abs/1802.03145
Publikováno v:
Q. Meng, J. Wu, J. Ellis and P. J. Kennedy, "Dynamic island model based on spectral clustering in genetic algorithm," 2017 International Joint Conference on Neural Networks (IJCNN), Anchorage, AK, 2017, pp. 1724-1731
How to maintain relative high diversity is important to avoid premature convergence in population-based optimization methods. Island model is widely considered as a major approach to achieve this because of its flexibility and high efficiency. The mo
Externí odkaz:
http://arxiv.org/abs/1801.01620
Autor:
Goodswen, Stephen J.1 (AUTHOR), Kennedy, Paul J.2 (AUTHOR), Ellis, John T.1 (AUTHOR) John.Ellis@uts.edu.au
Publikováno v:
Scientific Reports. 5/22/2023, Vol. 13 Issue 1, p1-20. 20p.
Autor:
Clarke, Gerard, Kennedy, Paul J., Groeger, John A., Quigley, Eamonn MM., Shanahan, Fergus, Cryan, John F., Dinan, Timothy G.
Publikováno v:
In Brain, Behavior, & Immunity - Health May 2020 5
Publikováno v:
In Information Processing and Management March 2020 57(2)
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