Treatment Prediction in the ICU Setting Using a Partitioned, Sequential Deep Time Series Analysis
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DOI: 10.3233/shti220738
Abstract: We developed a neural network architecture to evaluate the patient's state using temporal data, patient's demographics and comorbidities. We examined the model's ability to predict both a binary medication-treatment decision and its specific dose in… read more here.
Keywords: treatment prediction; prediction icu; icu setting; prediction ... See more keywords