Patterns with Equal Values in Permutation Entropy: Do They Really Matter for Biosignal Classification?

David Cuesta–Frau, M. Varela-Entrecanales, Á. Molina, +1

Complexity

Equal ValuesEngineeringBiometricsElectrophysiological EvaluationBiosignal Classification +22

Glucose time series complexity as a predictor of type 2 diabetes

C.R. de Castro, Luis Vigil, Borja Vargas, +4

Diabetes/Metabolism Research and Reviews

What Can Biosignal Entropy Tell Us About Health and Disease? Applications in Some Clinical Fields.

Borja Vargas, David Cuesta–Frau, Raúl Ruiz-Esteban, +2

PubMed

Detrended Fluctuation Analysis in the prediction of type 2 diabetes mellitus in patients at risk: Model optimization and comparison with other metrics

Ana Fanlo Colás, Luis Vigil, Borja Vargas, +2

PLoS ONE

Glucose ToleranceArtificial PancreasDetrended Fluctuation AnalysisBiostatisticsPublic Health +18

Classification of glucose records from patients at diabetes risk using a combined permutation entropy algorithm

David Cuesta–Frau, Pau Miró–Martínez, Sandra Oltra–Crespo, +3

Computer Methods and Programs in Biomedicine

Data ClassificationDiabetes ManagementClassification MethodEngineeringData Science +11

Model Selection for Body Temperature Signal Classification Using Both Amplitude and Ordinality-Based Entropy Measures

David Cuesta–Frau, Pau Miró–Martínez, Sandra Oltra–Crespo, +4

Entropy

EngineeringMachine LearningBiometricsWearable TechnologyFeature Selection +22

Characterization of Artifact Influence on the Classification of Glucose Time Series Using Sample Entropy Statistics

David Cuesta–Frau, Daniel Novák, Václav Burda, +6

Entropy

MeasurementFuzzy EntropyArtifact InfluenceDiagnosisBiomedical Signal Analysis +14

Classification of fever patterns using a single extracted entropy feature: A feasibility study based on Sample Entropy

David Cuesta–Frau, Pau Miró–Martínez, Sandra Oltra–Crespo, +5

Mathematical Biosciences & Engineering

Sample EntropyEngineeringDiagnosisFeature ExtractionFever Patterns +16

Permutation Entropy: Enhancing Discriminating Power by Using Relative Frequencies Vector of Ordinal Patterns Instead of Their Shannon Entropy

David Cuesta–Frau, Á. Molina, Borja Vargas, +1

Entropy

EngineeringMachine LearningBiometricsTheir Shannon EntropyClassification Method +22

Statistical models for fever forecasting based on advanced body temperature monitoring

Jorge Jordán-Núñez, Pau Miró–Martínez, Borja Vargas, +2

Journal of Critical Care

Infectious Disease EpidemiologyInfectious Disease ModellingPredictive AnalyticsDiagnosisBiostatistics +7