Search Results - "Pienaar, Michael A."

Elicitation of domain knowledge for a machine learning model for paediatric critical illness in South Africa by Pienaar, Michael A, Sempa, Joseph B, Luwes, Nicolaas, George, Elizabeth C, Brown, Stephen C

“…Delays in identification, resuscitation and referral have been identified as a preventable cause of avoidable severity of illness and mortality in South…”
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Development of artificial neural network models for paediatric critical illness in South Africa by Pienaar, Michael A, Sempa, Joseph B, Luwes, Nicolaas, George, Elizabeth C, Brown, Stephen C

“…Failures in identification, resuscitation and appropriate referral have been identified as significant contributors to avoidable severity of illness and…”
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An Artificial Neural Network Model for Pediatric Mortality Prediction in Two Tertiary Pediatric Intensive Care Units in South Africa. A Development Study by Pienaar, Michael A, Sempa, Joseph B, Luwes, Nicolaas, Solomon, Lincoln J

“…The performance of mortality prediction models remain a challenge in lower- and middle-income countries. We developed an artificial neural network (ANN) model…”
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The Opportunities and Challenges for Artificial Intelligence to Improve Sepsis Outcomes in the Paediatric Intensive Care Unit by Aslan, Abdullah Tarik, Permana, Budi, Harris, Patrick N. A., Naidoo, Kuban D., Pienaar, Michael A., Irwin, Adam D.

“…Purpose of Review To describe existing applications of artificial intelligence (AI) in sepsis management and the opportunities and challenges associated with…”
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