research product . Other ORP type . 2021

Artificial intelligence supports literature screening in medical guideline development: towards up-to-date medical guidelines

Harmsen, Wouter; de Groot, Janke; Harkema, Albert; van Dusseldorp, Ingeborg; De Bruin, Jonathan; Van den Brand, Sofie; Van de Schoot, Rens; Leerstoel Schoot; Research & Data Management Services; Methodology and statistics for the behavioural and social sciences;
Open Access English
  • Published: 25 Jun 2021
  • Publisher: Zenodo
Abstract
In a time of exponential growth of new evidence supporting clinical decision making, combined with a labor-intensive process of selecting this evidence, there is a need for methods to speed up current processes in order to keep medical guidelines up-to-date. The purpose of this study was to evaluate the performance and feasibility of active learning to support the selection of relevant publications within the context of medical guideline development.
Subjects
free text keywords: guideline development, medical guidelines, text data, natural language processing, active learning, machine learning, systematic reviewing
Communities
  • Digital Humanities and Cultural Heritage
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Open Access
NARCIS
Other ORP type . 2021
Providers: NARCIS
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