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Research Output 2002 2019

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Conference Paper
2019

An application of convolutional neural networks for the early detection of late-onset neonatal sepsis

Hu, Y., Lee, V. C. S. & Tan, K., 2019, International Joint Conference on Neural Networks (IJCNN) 2019. Angelov, P. & Roveri, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 8 p. 8851683

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2018
2 Citations (Scopus)

Prediction of clinicians' treatment in preterm infants with suspected late-onset sepsis - an ML approach

Hu, Y., .C.S. Lee, V. & Tan, K., 28 Jun 2018, Proceedings of The 13th IEEE Conference on Industrial Electronics and Applications (ICIEA 2018): 31 May – 2 June 2018 Wuhan, China. Jiang, L. & Zeng, L. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1177-1182 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2011

Predicting the length of stay using Bayesian model selection for Neonatal heart rate monitoring

Jeremic, A. & Tan, K., 2011, Proceedings of the 31st IASTED International Conference on Modelling, Identification, and Control, MIC 2011. p. 406-410 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2009
1 Citation (Scopus)

Estimating respiratory parameters using intra-arterial partial pressure measurements and stochastic differential equations

Jeremić, A. & Tan, K., 2009, 2009 Canadian Conference on Electrical and Computer Engineering, CCECE '09. p. 559-564 6 p. 5090193

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Neonatal heart rate prediction

Abdel-Rahman, Y., Jeremic, A. & Tan, K., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. Pan, X. & Worrell, G. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 4695-4698 4 p. 5334205

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2008

Heart rate monitoring in neonatal intensive care using Markov models

Jeremić, A. & Tan, K., 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP. p. 485-488 4 p. 4517652

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Predicting the length of stay for neonates using heart-rate Markov models

Jeremic, A. & Tan, K., 2008, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. p. 2912-2915 4 p. 4649812

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2007
3 Citations (Scopus)

Evaluating timebands as a tool for structuring the design of socio-technical systems

Baxter, G., Burns, A. & Tan, K., 2007, Contemporary Ergonomics 2007. p. 55-60 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2006
1 Citation (Scopus)

Estimating respiratory parameters using intra-arterial partial pressure measurements

Jeremić, A. & Tan, K., 2006, Conference Record of the 40th Asilomar Conference on Signals, Systems and Computers, ACSSC '06. p. 851-853 3 p. 4176680

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2005
4 Citations (Scopus)

The effects of timing and collaboration on dependability in the neonatal intensive care unit

Baxter, G. D., Küster Filipre, J., Miguel, A. & Tan, K., 2005, Constituents of Modern System-Safety Thinking - Proceedings of the 13th Safety-Critical Systems Symposium, SSS 2005. p. 195-210 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review