Artikel ; Online: From Data to Wisdom: Biomedical Knowledge Graphs for Real-World Data Insights.
2023 Band 47, Heft 1, Seite(n) 65
Abstract: Graph data models are an emerging approach to structure clinical and biomedical information. These models offer intriguing opportunities for novel approaches in healthcare, such as disease phenotyping, risk prediction, and personalized precision care. ... ...
Abstract | Graph data models are an emerging approach to structure clinical and biomedical information. These models offer intriguing opportunities for novel approaches in healthcare, such as disease phenotyping, risk prediction, and personalized precision care. The combination of data and information in a graph model to create knowledge graphs has rapidly expanded in biomedical research, but the integration of real-world data from the electronic health record has been limited. To broadly apply knowledge graphs to EHR and other real-world data, a deeper understanding of how to represent these data in a standardized graph model is needed. We provide an overview of the state-of-the-art research for clinical and biomedical data integration and summarize the potential to accelerate healthcare and precision medicine research through insight generation from integrated knowledge graphs. |
---|---|
Mesh-Begriff(e) | Humans ; Algorithms ; Pattern Recognition, Automated ; Biomedical Research ; Phenotype ; Precision Medicine |
Sprache | Englisch |
Erscheinungsdatum | 2023-05-17 |
Erscheinungsland | United States |
Dokumenttyp | Letter |
ZDB-ID | 423488-1 |
ISSN | 1573-689X ; 0148-5598 |
ISSN (online) | 1573-689X |
ISSN | 0148-5598 |
DOI | 10.1007/s10916-023-01951-2 |
Datenquelle | MEDical Literature Analysis and Retrieval System OnLINE |
Volltext online
Zusatzmaterialien
Kategorien
Verfügbar in ZB MED Köln/Königswinter
Zs.A 1426: Hefte anzeigen | Standort: Je nach Verfügbarkeit (siehe Angabe bei Bestand) bis Jg. 1994: Bestellungen von Artikeln über das Online-Bestellformular Jg. 1995 - 2021: Lesesall (1.OG) ab Jg. 2022: Lesesaal (EG) |
Über subito bestellen
Dieser Service ist kostenpflichtig (siehe Lieferbedingungen von subito). Bestellungen, die einen Artikel nebst Supplementary Material umfassen, werden grundsätzlich wie mehrfache Bestellungen bearbeitet. Gebühren fallen in diesen Fällen für jede einzelne Bestellung an.