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Two Approaches for Biomedical Text Classification
- https://ieeexplore.ieee.org/abstract/document/4272567/
- Taking these features into account, two approaches for biomedical text classification are presented, i.e., concept expansion and Meta-classification. Concept expansion is a method that introduces concept features using biomedical named entity …
Two Approaches for Biomedical Text Classification
- https://www.semanticscholar.org/paper/Two-Approaches-for-Biomedical-Text-Classification-Li-Lin/6812b4b16bffe4ded322a910b2281156587e2e37
- Two approaches for biomedical text classification are presented, i.e., concept expansion and Meta-classification, and the experiment results show that these techniques can …
Two Approaches for Biomedical Text Classification
- https://www.researchgate.net/publication/4261402_Two_Approaches_for_Biomedical_Text_Classification
- Taking these features into account, two approaches for biomedical text classification are presented, i.e., concept expansion and Meta-classification. Concept …
Large scale biomedical texts classification: a kNN and an …
- https://jbiomedsem.biomedcentral.com/articles/10.1186/s13326-016-0073-1
- We propose two classification methods: a k-nearest neighbours (kNN)-based approach and an explicit semantic analysis (ESA)-based approach. Although the …
Review of feature extraction approaches on …
- http://www.science-gate.com/IJAAS/2020/V7I4/1021833ijaas202004001.html
- An effective general purpose approach for automated biomedical document classification. In the AMIA Annual Symposium Proceedings, American Medical Informatics Association, Washington …
A clinical text classification paradigm using weak …
- https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-018-0723-6
- Automatic clinical text classification is a natural language processing (NLP) technology that unlocks information embedded in clinical narratives. Machine learning …
Biomedical Text Classification Using Augmented Word …
- https://www.hindawi.com/journals/cin/2023/2989791/
- There are different approaches for text classification, and they follow certain processes such as document representation, feature selection or transformation, …
Clinical text classification with rule-based features and …
- https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-019-0781-4
- Many approaches for clinical text classification rely on biomedical knowledge sources [ 3 ]. A common approach is to first map narrative text to concepts …
(PDF) Comparative Analysis of Text Classification …
- https://www.researchgate.net/publication/341396173_Comparative_Analysis_of_Text_Classification_Approaches_in_Electronic_Health_Records
- The results show that traditional approaches, when tailored to the specific language and structure of the text inherent to the classification task, can achieve or exceed the performance of...
Two Approaches for Biomedical Text Classification
- https://www.infona.pl/resource/bwmeta1.element.ieee-art-000004272567
- Taking these features into account, two approaches for biomedical text classification are presented, i.e., concept expansion and Meta-classification. Concept expansion is a …
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