Integrated Perspectives on Clinical Decision Support: A Comparative Analysis of Knowledge Management Approaches.
Stud Health Technol Inform
; 316: 1822-1826, 2024 Aug 22.
Article
in En
| MEDLINE
| ID: mdl-39176845
ABSTRACT
We analyze five approaches to knowledge management in clinical decision support (CDS) systems pattern recognition based on annotated imaging data, mining of stored structured medical data, text mining of published texts, computable knowledge design, and general or specific text corpora for large language models. Each method's strengths and limitations in automating clinical knowledge management while striving for a zero-error policy are evaluated, offering insights into their roles in enhancing healthcare through intelligent decision support. The study aims to inform decisions in the development of effective, transparent CDS systems in clinical and patient care settings.
Key words
Full text:
1
Collection:
01-internacional
Database:
MEDLINE
Main subject:
Decision Support Systems, Clinical
/
Data Mining
/
Knowledge Management
Limits:
Humans
Language:
En
Journal:
Stud Health Technol Inform
Journal subject:
INFORMATICA MEDICA
/
PESQUISA EM SERVICOS DE SAUDE
Year:
2024
Document type:
Article
Affiliation country: