Extending ventilation duration estimations approach from adult to neonatal intensive care patients using artificial neural networks.

In earlier work, the research group successfully used artificial neural networks (ANNs) to estimate ventilation duration for adult intensive care unit (ICU) patients. The ANNs performed well in terms of correct classification rate (CCR) and average squared error (ASE) classifying the outcome into tw...

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Xuất bản năm:	IEEE Transactions on information technology in biomedicine 6, 2 (2002).
Tác giả chính:	Yanling Tong
Định dạng:	Bài viết
Ngôn ngữ:	English
Những chủ đề:	Adult intensive care patients. Artificial neural networks. Average squared error. Correct classification rate. Neonatal intensive care patients. Overfitting. Ventilation duration estimations. Weight-elimination technique.