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EHRtemporalVariability: delineating temporal data-set shifts in electronic health records

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EHRtemporalVariability: delineating temporal data-set shifts in electronic health records

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Sáez Silvestre, C.; Gutiérrez-Sacristán, A.; Kohane, I.; Garcia-Gomez, JM.; Avillach, P. (2020). EHRtemporalVariability: delineating temporal data-set shifts in electronic health records. GigaScience. 9(8):1-7. https://doi.org/10.1093/gigascience/giaa079

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/166908

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Title: EHRtemporalVariability: delineating temporal data-set shifts in electronic health records
Author: Sáez Silvestre, Carlos Gutiérrez-Sacristán, Alba Kohane, Isaac Garcia-Gomez, Juan M Avillach, Paul
UPV Unit: Universitat Politècnica de València. Departamento de Física Aplicada - Departament de Física Aplicada
Issued date:
Abstract:
[EN] Background: Temporal variability in health-care processes or protocols is intrinsic to medicine. Such variability can potentially introduce dataset shifts, a data quality issue when reusing electronic health records ...[+]
Subjects: Data-set shifts , Data quality , Temporal variability , Scientific data sets , Electronic health records , Claims data , Research repositories , Information geometry , Visual analytics , R package
Copyrigths: Reserva de todos los derechos
Source:
GigaScience. (eissn: 2047-217X )
DOI: 10.1093/gigascience/giaa079
Publisher:
Oxford University Press
Publisher version: https://doi.org/10.1093/gigascience/giaa079
Project ID:
info:eu-repo/grantAgreement/EC/H2020/727560/EU/Collective wisdom driving public health policies/
info:eu-repo/grantAgreement/EC/H2020/825750/EU/Patient-centred pathways of early palliative care, supportive ecosystems and appraisal standard/
UPV/PAID-00-17
Thanks:
This work was supported by Universitat Politecnica de Valencia grant PAID-00-17, Generalitat Valenciana grant BEST/2018, and projects H2020-SC1-2016-CNECT No. 727560 and H2020-SC1-BHC-2018-2020 No. 825750
Type: Artículo

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