Post–coordinated expressions are, essentially, small segments of the terminology graphs. Compositional expressions add logical and linguistic relations to the standard technique of post-coordination. In indexing medical text, many instances of compositional expressions must be stored, and in performing ...
UMLS has also been used in other fields of research like medical image retrieval and medical question answering [43], [34], [42]. In the biomedical IR field, recent research has focused on developing conceptual relevance models based on UMLS [25], [15], [8], [45]. The UMLS thesaurus...
Medical Graph for Neo4j neo4jknowledge-graphknowledge-crawler UpdatedJan 17, 2023 Java 🦉 Snow Owl Terminology Server - a production-ready, scalable, FHIR Terminology Service compliant server that supports SNOMED CT International and Extensions, LOINC, RxNorm, UMLS, ICD-10, custom code systems and...
Having introduced terminology to describe the parts of signs and their orientation, Stratford is able to explain how the graphs differ and which characteristics make them diagnosticidiographsthat can point to the scribe's identity. To be fair, Vita seems to be aware of the relevance of diagnostic...
medical diagnosis, the condition has many subtypes linked to clinically divergent manifestations56,57. Clinically studied disease subtypes often do not correlate clearly with those defined in disease ontologies. Although only three subtypes of autism have been clinically identified57, the Unified Medical ...
in the medical and pharmaceutical industry. ‘Targets’ either refer to specific proteins or related genes that have been associated with a disease. By identifying DTIs, researchers can choose pharmaceutical substances to be tested on “target” genes of interest, in the context of a clinical ...
in which similar diseases share a common parent node [44]. Initially, we used the first page of the medical records as the core data and filtered the disease codes within it [45]. Given the privacy concerns surrounding medical data, it is often difficult to obtain medical data, so it’s...
Nested NER contains other entities, which pose a significant challenge, especially pronounced in the domain of medical-named entities due to intricate nesting patterns inherent in medical terminology. Existing studies can not capture interdependencies among different entity categories, resulting in inadequate...
medical diagnosis, the condition has many subtypes linked to clinically divergent manifestations56,57. Clinically studied disease subtypes often do not correlate clearly with those defined in disease ontologies. Although only three subtypes of autism have been clinically identified57, the Unified Medical ...
Entity attention (EA) mechanism can handle the complex medical terminology and patient information, making the extraction of entity relationships from overlapping Chinese medical texts more efficient. As the data sequence X = {𝑥1,𝑥2,…𝑥𝑛}x1,x2,…xn, each element representing a segment...