Building a Comprehensive Romanian Knowledge Base for Drug Administration
Information on drug administration is obtained traditionally from doctors and pharmacists, as well as leaflets which provide in most cases cumbersome and hard-to-follow details. Thus, the need for medical knowledge bases emerges to provide access to concrete and well-structured information which can play an important role in informing patients. This paper introduces a Romanian medical knowledge base focused on drug-drug interactions, on representing relevant drug information, and on symptom-disease relations. The knowledge base was created by extracting and transforming information using Natural Language Processing techniques from both structured and unstructured sources, together with manual annotations. The resulting Romanian ontologies are aligned with larger English medical ontologies. Our knowledge base supports queries regarding drugs (e.g., active ingredients, concentration, expiration date), drug-drug interaction, symptom-disease relations, as well as drug-symptom relations.
Code (0)
등록된 구현이 없습니다.
Similar Papers 제목 키워드 기반
TF3-RO-50M: Training Compact Romanian Language Models from Scratch on Synthetic Moral Microfiction
Recent advances in synthetic data generation have shown that compact language models can be trained effectively when the underlying corpus is structurally controlled and linguistically coherent. However, for morphologica…
Synthetic Data GenerationKnowledge DistillationROMBAC: The Romanian Balanced Annotated Corpus
This article describes the collecting, processing and validation of a large balanced corpus for Romanian. The annotation types and structure of the corpus are briefly reviewed. It was constructed at the Research Institut…
ChunkingLemmatizationPOSPOS TaggingA Computational Perspective on the Romanian Dialects
In this paper we conduct an initial study on the dialects of Romanian. We analyze the differences between Romanian and its dialects using the Swadesh list. We analyze the predictive power of the orthographic and phonetic…
Dialect IdentificationGeneral ClassificationTowards an Etymological Map of Romanian
In this paper we investigate the etymology of Romanian words. We start from the Romanian lexicon and automatically extract information from multiple etymological dictionaries. We evaluate the results and perform extensiv…
Tools for Building a Corpus to Study the Historical and Geographical Variation of the Romanian Language
Contemporary standard language corpora are ideal for NLP. There are few morphologically and syntactically annotated corpora for Romanian, and those existing or in progress only deal with the Contemporary Romanian standar…