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A rule-based semantic approach for data integration, standardization and dimensionality reduction utilizing the UMLS: Application to predicting bariatric surgery outcomes
Research article (Computers in Biology and Medicine, 2019) · cited 18× · AI/ML
A rule-based semantic approach for data integration, standardization and dimensionality reduction utilizing the UMLS: Application to predicting bariatric surgery outcomes
Summary
A rule-based semantic approach for data integration, standardization and dimensionality reduction utilizing the UMLS: Application to predicting bariatric surgery outcomes is a scholarly article[1].
Key Facts
A rule-based semantic approach for data integration, standardization and dimensionality reduction utilizing the UMLS: Application to predicting bariatric surgery outcomes's instance of is recorded as scholarly article[2].
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APA4ort.xyz Knowledge Graph. (2026). A rule-based semantic approach for data integration, standardization and dimensionality reduction utilizing the UMLS: Application to predicting bariatric surgery outcomes. Retrieved May 24, 2026, from https://4ort.xyz/entity/a-rule-based-semantic-approach-for-data-integration-standardization-and-dimensionality-reduction-utilizing-the-umls-appl
MLA“A rule-based semantic approach for data integration, standardization and dimensionality reduction utilizing the UMLS: Application to predicting bariatric surgery outcomes.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/a-rule-based-semantic-approach-for-data-integration-standardization-and-dimensionality-reduction-utilizing-the-umls-appl.
BibTeX@misc{4ortxyz_a-rule-based-semantic-approach-for-data-integration-standardization-and-dimensionality-reduction-utilizing-the-umls-appl_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A rule-based semantic approach for data integration, standardization and dimensionality reduction utilizing the UMLS: Application to predicting bariatric surgery outcomes}}, year = {2026}, url = {https://4ort.xyz/entity/a-rule-based-semantic-approach-for-data-integration-standardization-and-dimensionality-reduction-utilizing-the-umls-appl}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A rule-based semantic approach for data integration, standardization and dimensionality reduction utilizing the UMLS: Application to predicting bariatric surgery outcomes — https://4ort.xyz/entity/a-rule-based-semantic-approach-for-data-integration-standardization-and-dimensionality-reduction-utilizing-the-umls-appl (retrieved 2026-05-24)
