J Am Med Inform Assoc - Workshop on using natural language processing applications for enhancing clinical decision making: an executive summary.

Tópicos

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Resumo

In April 2012, the National Institutes of Health organized a two-day workshop entitled 'Natural Language Processing: State of the Art, Future Directions and Applications for Enhancing Clinical Decision-Making' (NLP-CDS). This report is a summary of the discussions during the second day of the workshop. Collectively, the workshop presenters and participants emphasized the need for unstructured clinical notes to be included in the decision making workflow and the need for individualized longitudinal data tracking. The workshop also discussed the need to: (1) combine evidence-based literature and patient records with machine-learning and prediction models; (2) provide trusted and reproducible clinical advice; (3) prioritize evidence and test results; and (4) engage healthcare professionals, caregivers, and patients. The overall consensus of the NLP-CDS workshop was that there are promising opportunities for NLP and CDS to deliver cognitive support for healthcare professionals, caregivers, and patients.

Resumo Limpo

april nation institut health organ twoday workshop entitl natur languag process state art futur direct applic enhanc clinic decisionmak nlpcds report summari discuss second day workshop collect workshop present particip emphas need unstructur clinic note includ decis make workflow need individu longitudin data track workshop also discuss need combin evidencebas literatur patient record machinelearn predict model provid trust reproduc clinic advic priorit evid test result engag healthcar profession caregiv patient overal consensus nlpcds workshop promis opportun nlp cds deliv cognit support healthcar profession caregiv patient

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