Publication: Challenges and best practices for digital unstructured data enrichment in health research: A systematic narrative review
Challenges and best practices for digital unstructured data enrichment in health research: A systematic narrative review
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Sedlakova, J., Daniore, P., Horn Wintsch, A., Wolf, M., Stanikić, M., Haag, C., Sieber, C., Schneider, G., Staub, K., Ettlin, D. A., Grübner, O., Rinaldi, F., & von Wyl, V. (2023). Challenges and best practices for digital unstructured data enrichment in health research: A systematic narrative review. PLOS Digital Health, 2(10), e0000347. https://doi.org/10.1371/journal.pdig.0000347
Abstract
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Abstract
Digital data play an increasingly important role in advancing health research and care. However, most digital data in healthcare are in an unstructured and often not readily accessible format for research. Unstructured data are often found in a format that lacks standardization and needs significant preprocessing and feature extraction efforts. This poses challenges when combining such data with other data sources to enhance the existing knowledge base, which we refer to as digital unstructured data enrichment. Overcoming these method
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- Sedlakova, Jana
- Daniore, Paola
- Stanikić, Mina
- Haag, Christina
- Schneider, Gerold
- Staub, Kaspar
- Grübner, Oliver
- Rinaldi, Fabio
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Publications of Center for Gerontology
Publications of Digital Society Initiative
Publications of Dynamics of Healthy Aging
Publications of Healthy Longevity Center
Publications of Institute of Biomedical Ethics and History of Medicine
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Sedlakova, J., Daniore, P., Horn Wintsch, A., Wolf, M., Stanikić, M., Haag, C., Sieber, C., Schneider, G., Staub, K., Ettlin, D. A., Grübner, O., Rinaldi, F., & von Wyl, V. (2023). Challenges and best practices for digital unstructured data enrichment in health research: A systematic narrative review. PLOS Digital Health, 2(10), e0000347. https://doi.org/10.1371/journal.pdig.0000347
