Titlebook: Data Integration in the Life Sciences; 13th International C Sören Auer,Maria-Esther Vidal Conference proceedings 2019 Springer Nature Switz

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A Learning-Based Approach to Combine Medical Annotation Resultsof the annotation process, we propose the use of machine learning to combine the results of different annotation tools. We comparatively evaluate the results of the machine-learning based approach with the results of the single tools and a simpler set-based result combination.

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Knowledge Graph Completion to Predict Polypharmacy Side Effectser, when the two drugs are taken in combination, the side effect manifests. In this work, we demonstrate that multi-relational knowledge graph completion achieves state-of-the-art results on the polypharmacy side effect prediction problem. Empirical results show that our approach is particularly eff

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Combining Semantic and Lexical Measures to Evaluate Medical Terms Similarityic similarity measures to improve the evaluation of terms relatedness. We validate our approach through a set of experiments based on a corpus of reference constructed by domain experts of the medical field and further evaluate the impact of ontology evolution on the used semantic similarity measures.

Metastasis