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Extending PICO with Observation Normalization for Evidence Computing. | LitMetric

Extending PICO with Observation Normalization for Evidence Computing.

Stud Health Technol Inform

Department of Biomedical Informatics, Columbia University, New York, New York, U.S.A.

Published: June 2022

AI Article Synopsis

Article Abstract

While the PICO framework is widely used by clinicians for clinical question formulation when querying the medical literature, it does not have the expressiveness to explicitly capture medical findings based on any standard. In addition, findings extracted from the literature are represented as free-text, which is not amenable to computation. This research extends the PICO framework with Observation elements, which capture the observed effect that an Intervention has on an Outcome, forming Intervention-Observation-Outcome triplets. In addition, we present a framework to normalize Observation elements with respect to their significance and the direction of the effect, as well as a rule-based approach to perform the normalization of these attributes. Our method achieves macro-averaged F1 scores of 0.82 and 0.73 for identifying the significance and direction attributes, respectively.

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Source
http://dx.doi.org/10.3233/SHTI220076DOI Listing

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