Pediatr Crit Care Me
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Pediatr Crit Care Me
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Pediatr Crit Care Me · Jul 2018
EditorialApplying Machine Learning to Pediatric Critical Care Data.
To explore whether machine learning applied to pediatric critical care data could discover medically pertinent information, we analyzed clinically collected electronic medical record data, after data extraction and preparation, using k-means clustering. ⋯ A standard machine learning methodology was able to determine significant medically relevant information from PICU electronic medical record data which included prognosis, diagnosis, and therapy in an unsupervised approach. Further development and application of machine learning to critical care data may provide insights into how critical illness happens to children.