Article
PhenoAlign: A Hybrid Data-Knowledge-Driven Approach for Precisely Aligning Phenotype Information in Medical Texts.
IEEE journal of biomedical and health informatics - 1 Dec 2025
Yang Tao, Chen Luming, Deng Lizong, Jiang Taijiao
Abstract excerpt
Precisely aligning phenotypic information within medical texts is paramount in advancing intelligent medical applications, such as similar patient case retrieval. However, despite its criticality, an algorithm specifically designed for this task is lacking. We previously introduced a fine-grained semantic information model, the semantic structured unit of phenotypes (PhenoSSU), and an automatic extraction...
Read the complete abstract on PubMedTopics
- Humans
- Phenotype
- Algorithms
- Natural Language Processing
- Semantics
- Data Mining
- Medical Informatics