A novel brain-inspired neuro-fuzzy hybrid system for artificial ventilation modeling

@article{Ng2012ANB,
  title={A novel brain-inspired neuro-fuzzy hybrid system for artificial ventilation modeling},
  author={Geok See Ng and Fangming Liu and Tsee Foong Loh and Hiok Chai Quek},
  journal={Expert Syst. Appl.},
  year={2012},
  volume={39},
  pages={11808-11817}
}
Artificial ventilation is a crucial supporting treatment for Intensive Care Unit. However, as the ventilator control becomes increasingly more complex, it is non-trivial for less experienced clinicians to control the settings. In this paper, the novel Hebbian based Rule Reduction (HeRR) neuro-fuzzy system is applied to model this control problem for intra-patient and inter-patient ventilator control. These two ICU care studies demonstrate the capability of HeRR neuro-fuzzy system in extracting… CONTINUE READING

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