Model-Free Machine Learning in Biomedicine: Feasibility Study in Type 1 Diabetes

Open Access

Peer-reviewed

Research Article

Elena Daskalaki,

Affiliation Diabetes Technology Research Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Murtenstrasse 50, 3008 Bern, Switzerland
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Peter Diem,

Affiliation Division of Endocrinology, Diabetes and Clinical Nutrition, Bern University Hospital “Inselspital”, 3010 Bern, Switzerland
⨯
Stavroula G. Mougiakakou

* E-mail: stavroula.mougiakakou@artorg.unibe.ch

Affiliations Diabetes Technology Research Group, ARTORG Center for Biomedical Engineering Research, University of Bern, Murtenstrasse 50, 3008 Bern, Switzerland, Division of Endocrinology, Diabetes and Clinical Nutrition, Bern University Hospital “Inselspital”, 3010 Bern, Switzerland
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Insulin
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Glucose
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Machine learning algorithms
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Glucose signaling
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Optimization
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Physicians
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Diabetes mellitus
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