STATISTICAL DEPENDENCE-AWARE BIOLOGICAL PREDICTIVE SYSTEM
A computer implemented method includes accessing a multivariate time series set of samples collected by multiple biological sensors sensing a first biological function over a first period of time, dividing the data set into windows, calculating statistical dependencies between the samples of the tim...
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| Main Authors | , , , |
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| Format | Patent |
| Language | English French German |
| Published |
23.10.2024
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| Subjects | |
| Online Access | Get full text |
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| Abstract | A computer implemented method includes accessing a multivariate time series set of samples collected by multiple biological sensors sensing a first biological function over a first period of time, dividing the data set into windows, calculating statistical dependencies between the samples of the timeseries data collected by each sensor, generating a relationship matrix as a function of the statistical dependencies, and transforming the relationship matrix to generate a first feature vector for each window of time that captures the statistical dependencies amongst the sensors. |
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| AbstractList | A computer implemented method includes accessing a multivariate time series set of samples collected by multiple biological sensors sensing a first biological function over a first period of time, dividing the data set into windows, calculating statistical dependencies between the samples of the timeseries data collected by each sensor, generating a relationship matrix as a function of the statistical dependencies, and transforming the relationship matrix to generate a first feature vector for each window of time that captures the statistical dependencies amongst the sensors. |
| Author | YANG, Weiwei HELM, Hayden Sullivan CHEN, Guodong LYTVYNETS, Kateryna |
| Author_xml | – fullname: HELM, Hayden Sullivan – fullname: LYTVYNETS, Kateryna – fullname: YANG, Weiwei – fullname: CHEN, Guodong |
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| DocumentTitleAlternate | BIOLOGISCHES PRÄDIKTIVES SYSTEM MIT BERÜCKSICHTIGUNG VON STATISTISCHER ABHÄNGIGKEIT SYSTÈME PRÉDICTIF BIOLOGIQUE SENSIBLE AUX DÉPENDANCES STATISTIQUES |
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| Snippet | A computer implemented method includes accessing a multivariate time series set of samples collected by multiple biological sensors sensing a first biological... |
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| SubjectTerms | CALCULATING COMPUTING COUNTING DIAGNOSIS ELECTRIC DIGITAL DATA PROCESSING HUMAN NECESSITIES HYGIENE IDENTIFICATION MEDICAL OR VETERINARY SCIENCE PHYSICS SURGERY |
| Title | STATISTICAL DEPENDENCE-AWARE BIOLOGICAL PREDICTIVE SYSTEM |
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