Verfügbarkeit: Data-driven modeling for diabetes

Data-driven modeling for diabetes: diagnosis and treatment

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Bibliographische Detailangaben
Weitere Verfasser:	Marmarelis, Vasilis Z. (HerausgeberIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Berlin [u.a.] Springer 2014
Schriftenreihe:	Lecture notes in bioengineering
Schlagworte:	Ingenieurwissenschaften Mathematik Human physiology Diabetes Physiology / Mathematics Biomedical engineering Engineering Mathematisches Modell Glucosestoffwechsel Insulin Diabetes mellitus Pathophysiologie Aufsatzsammlung
Online-Zugang:	BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract
Beschreibung:	1 Online-Ressource
ISBN:	9783642544644
DOI:	10.1007/978-3-642-54464-4

Internformat

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Datensatz im Suchindex

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adam_text	DATA-DRIVEN MODELING FOR DIABETES / : 2014 TABLE OF CONTENTS / INHALTSVERZEICHNIS HYPOGLYCEMIA PREVENTION USING LOW GLUCOSE SUSPEND SYSTEMS LINEAR MODELING AND PREDICTION IN DIABETES PHYSIOLOGY ADAPTIVE ALGORITHMS FOR PERSONALIZED DIABETES TREATMENT DATA-DRIVEN MODELING OF DIABETES PROGRESSION NONLINEAR MODELING OF THE DYNAMIC EFFECTS OF FREE FATTY ACIDS ON INSULIN SENSITIVITY DATA-DRIVEN AND MININAL-TYPE COMPARTMENTAL INSULIN-GLUCOSE MODELS: THEORY AND APPLICATIONS PITFALLS IN MODEL IDENTIFICATION: EXAMPLES FROM GLUCOSE-INSULIN MODELLING ENSEMBLE GLUCOSE PREDICTION IN INSULIN-DEPENDENT DIABETES SIMPLE PARAMETERS DESCRIBING GUT ABSORPTION AND LIPID DYNAMICS IN RELATION TO GLUCOSE METABOLISM DURING A ROUTINE ORAL GLUCOSE TEST SIMULATION MODELS FOR IN-SILICO EVALUATION OF CLOSED-LOOP INSULIN DELIVERY SYSTEMS IN TYPE 1 DIABETES DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. DATA-DRIVEN MODELING FOR DIABETES / : 2014 ABSTRACT / INHALTSTEXT THIS CONTRIBUTED VOLUME PRESENTS COMPUTATIONAL MODELS OF DIABETES THAT QUANTIFY THE DYNAMIC INTERRELATIONSHIPS AMONG KEY PHYSIOLOGICAL VARIABLES IMPLICATED IN THE UNDERLYING PHYSIOLOGY UNDER A VARIETY OF METABOLIC AND BEHAVIORAL CONDITIONS. THESE VARIABLES COMPRISE FOR EXAMPLE BLOOD GLUCOSE CONCENTRATION AND VARIOUS HORMONES SUCH AS INSULIN, GLUCAGON, EPINEPHRINE, NOREPINEPHRINE AS WELL AS CORTISOL. THE PRESENTED MODELS PROVIDE A POWERFUL DIAGNOSTIC TOOL BUT MAY ALSO ENABLE TREATMENT VIA LONG-TERM GLUCOSE REGULATION IN DIABETICS THROUGH CLOSED-LOOK MODEL-REFERENCE CONTROL USING FREQUENT INSULIN INFUSIONS, WHICH ARE ADMINISTERED BY IMPLANTED PROGRAMMABLE MICRO-PUMPS. THIS RESEARCH VOLUME AIMS AT PRESENTING STATE-OF-THE-ART RESEARCH ON THIS SUBJECT AND DEMONSTRATING THE POTENTIAL APPLICATIONS OF MODELING TO THE DIAGNOSIS AND TREATMENT OF DIABETES. THE TARGET AUDIENCE PRIMARILY COMPRISES RESEARCH AND EXPERTS IN THE FIELD BUT THE BOOK MAY ALSO BE BENEFICIAL FOR GRADUATE STUDENTS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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spellingShingle	Data-driven modeling for diabetes diagnosis and treatment Ingenieurwissenschaften Mathematik Human physiology Diabetes Physiology / Mathematics Biomedical engineering Engineering Mathematisches Modell (DE-588)4114528-8 gnd Glucosestoffwechsel (DE-588)4129732-5 gnd Insulin (DE-588)4027221-7 gnd Diabetes mellitus (DE-588)4070446-4 gnd Pathophysiologie (DE-588)4044898-8 gnd
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title	Data-driven modeling for diabetes diagnosis and treatment
title_auth	Data-driven modeling for diabetes diagnosis and treatment
title_exact_search	Data-driven modeling for diabetes diagnosis and treatment
title_full	Data-driven modeling for diabetes diagnosis and treatment Vasilis Marmarelis ..., eds.
title_fullStr	Data-driven modeling for diabetes diagnosis and treatment Vasilis Marmarelis ..., eds.
title_full_unstemmed	Data-driven modeling for diabetes diagnosis and treatment Vasilis Marmarelis ..., eds.
title_short	Data-driven modeling for diabetes
title_sort	data driven modeling for diabetes diagnosis and treatment
title_sub	diagnosis and treatment
topic	Ingenieurwissenschaften Mathematik Human physiology Diabetes Physiology / Mathematics Biomedical engineering Engineering Mathematisches Modell (DE-588)4114528-8 gnd Glucosestoffwechsel (DE-588)4129732-5 gnd Insulin (DE-588)4027221-7 gnd Diabetes mellitus (DE-588)4070446-4 gnd Pathophysiologie (DE-588)4044898-8 gnd
topic_facet	Ingenieurwissenschaften Mathematik Human physiology Diabetes Physiology / Mathematics Biomedical engineering Engineering Mathematisches Modell Glucosestoffwechsel Insulin Diabetes mellitus Pathophysiologie Aufsatzsammlung
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