Temporal case-based reasoning for type 1 diabetes mellitus bolus insulin decision support

Individuals with type 1 diabetes have to monitor their blood glucose levels, determine the quantity of insulin required to achieve optimal glycaemic control and administer it themselves subcutaneously, multiple times per day. To help with this process bolus calculators have been developed that sugge...

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Veröffentlicht in:	Artificial intelligence in medicine 2018-04, Vol.85, p.28-42
Hauptverfasser:	Brown, Daniel, Aldea, Arantza, Harrison, Rachel, Martin, Clare, Bayley, Ian
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence Biomarkers - blood Blood Glucose - drug effects Blood Glucose - metabolism Case-based reasoning Chi-Square Distribution Computer Simulation Decision Support Techniques Diabetes Diabetes Mellitus, Type 1 - blood Diabetes Mellitus, Type 1 - diagnosis Diabetes Mellitus, Type 1 - drug therapy Diabetes Mellitus, Type 1 - psychology Drug Dosage Calculations Feature selection Humans Hypoglycemic Agents - administration & dosage Hypoglycemic Agents - adverse effects Injections, Subcutaneous Insulin - administration & dosage Insulin - adverse effects Knowledge based systems Self Administration Similarity measures Temporal Time Factors Treatment Outcome
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