Modeling clinical data with attention: a knowledge graph approach with CliniKG (2025)
- Authors:
- USP affiliated authors: GUTIERREZ, MARCO ANTONIO - FM ; TRAINA JUNIOR, CAETANO - ICMC ; TRAINA, AGMA JUCI MACHADO - ICMC ; CAZZOLATO, MIRELA TEIXEIRA - ICMC ; CAMPOS, EDUARDO DE MOURA - FFCLRP ; CONRADO, RAFAEL COMITRE GARCIA - ICMC ; CAMPOS, LEONARDO DE OLIVEIRA - ICMC
- Unidades: FM; ICMC; FFCLRP
- DOI: 10.1109/CBMS65348.2025.00156
- Subjects: MINERAÇÃO DE DADOS; PROCESSAMENTO DE LINGUAGEM NATURAL; TEORIA DOS GRAFOS; SISTEMAS COMPUTADORIZADOS DE REGISTROS MÉDICOS; VISUALIZAÇÃO
- Keywords: LLM; knowledge graph; electronic health records; graph mining; graph modeling
- Agências de fomento:
- Language: Inglês
- Sustainable Development Goals (GDS):
03. Good health and well-being
- Imprenta:
- Publisher: IEEE
- Publisher place: Los Alamitos
- Date published: 2025
- Source:
- Título: Proceedings
- ISSN: 2372-9198
- Conference titles: IEEE International Symposium on Computer-Based Medical Systems - CBMS
- Este periódico é de assinatura
- Este artigo NÃO é de acesso aberto
- Cor do Acesso Aberto: closed
-
ABNT
MOURA, Eduardo et al. Modeling clinical data with attention: a knowledge graph approach with CliniKG. 2025, Anais.. Los Alamitos: IEEE, 2025. Disponível em: https://doi.org/10.1109/CBMS65348.2025.00156. Acesso em: 26 dez. 2025. -
APA
Moura, E., Conrado, R. C. G., Campos, L. de O., Olivatto, M. M., Gutierrez, M. A., Traina Junior, C., et al. (2025). Modeling clinical data with attention: a knowledge graph approach with CliniKG. In Proceedings. Los Alamitos: IEEE. doi:10.1109/CBMS65348.2025.00156 -
NLM
Moura E, Conrado RCG, Campos L de O, Olivatto MM, Gutierrez MA, Traina Junior C, Traina AJM, Cazzolato MT. Modeling clinical data with attention: a knowledge graph approach with CliniKG [Internet]. Proceedings. 2025 ;[citado 2025 dez. 26 ] Available from: https://doi.org/10.1109/CBMS65348.2025.00156 -
Vancouver
Moura E, Conrado RCG, Campos L de O, Olivatto MM, Gutierrez MA, Traina Junior C, Traina AJM, Cazzolato MT. Modeling clinical data with attention: a knowledge graph approach with CliniKG [Internet]. Proceedings. 2025 ;[citado 2025 dez. 26 ] Available from: https://doi.org/10.1109/CBMS65348.2025.00156 - From tables to graphs with ClinicoAtlas: leveraging LLMs to support modeling and mining knowledge graphs
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Informações sobre o DOI: 10.1109/CBMS65348.2025.00156 (Fonte: oaDOI API)
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