Development of a computer-interpretable clinical guideline model for decision support in the differential diagnosis of hyponatremia

Development of a computer-interpretable clinical guideline model for decision support in the differential diagnosis of hyponatremia

Highlights • A computer-interpretable guideline model for hyponatremia diagnosis is presented. • The model was developed with the PROForma tools using numeric weights on arguments. • Our evaluation improved performance w.r.t. the use of paper algorithm. • Deciding weight of arguments and management...

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Veröffentlicht in:International journal of medical informatics (Shannon, Ireland) Ireland), 2017-07, Vol.103, p.55-64
Hauptverfasser: González-Ferrer, Arturo, Valcárcel, M. Ángel, Cuesta, Martín, Cháfer, Joan, Runkle, Isabelle
Format: Artikel
Sprache:eng
Schlagworte:
Aged
Clinical decision support system
Clinical practice guideline
Clinical protocol
Computer Simulation
Computer-aided diagnosis
Computer-interpretable clinical guideline
Consensus
Decision Making, Computer-Assisted
Decision Support Systems, Clinical
Diagnosis, Differential
Differential diagnosis
Female
Humans
Hyponatremia
Hyponatremia - diagnosis
Internal Medicine
Male
Other
Practice Guidelines as Topic - standards
Retrospective Studies
SIADH
Software
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Zusammenfassung:Highlights • A computer-interpretable guideline model for hyponatremia diagnosis is presented. • The model was developed with the PROForma tools using numeric weights on arguments. • Our evaluation improved performance w.r.t. the use of paper algorithm. • Deciding weight of arguments and management missing values is a challenge.
ISSN:1386-5056
1872-8243
DOI:10.1016/j.ijmedinf.2017.04.014