From tables to graphs with ClinicoAtlas: leveraging LLMs to support modeling and mining knowledge graphs (2025)
- Authors:
- USP affiliated authors: TRAINA JUNIOR, CAETANO - ICMC ; TRAINA, AGMA JUCI MACHADO - ICMC ; CAZZOLATO, MIRELA TEIXEIRA - ICMC ; CONRADO, RAFAEL COMITRE GARCIA - ICMC ; CAMPOS, EDUARDO DE MOURA - FFCLRP
- Unidades: ICMC; FFCLRP
- DOI: 10.5753/sbbd_estendido.2025.247610
- Subjects: PROCESSAMENTO DE LINGUAGEM NATURAL; SISTEMAS COMPUTADORIZADOS DE REGISTROS MÉDICOS; VISUALIZAÇÃO
- Keywords: Knowledge graphs; LLMs; electronic health records; graph features; medical data
- Agências de fomento:
- Language: Inglês
- Objetivos de Desenvolvimento Sustentável (ODS):
03. Saúde e bem-estar
- Imprenta:
- Publisher: SBC
- Publisher place: Porto Alegre
- Date published: 2025
- Source:
- Título: Anais estendidos
- Conference titles: Simpósio Brasileiro de Bancos de Dados - SBBD
- Este periódico é de acesso aberto
- Este artigo NÃO é de acesso aberto
-
ABNT
CONRADO, Rafael Comitre Garcia et al. From tables to graphs with ClinicoAtlas: leveraging LLMs to support modeling and mining knowledge graphs. 2025, Anais.. Porto Alegre: SBC, 2025. Disponível em: https://doi.org/10.5753/sbbd_estendido.2025.247610. Acesso em: 11 fev. 2026. -
APA
Conrado, R. C. G., Campos, E. de M., Traina Junior, C., Traina, A. J. M., & Cazzolato, M. T. (2025). From tables to graphs with ClinicoAtlas: leveraging LLMs to support modeling and mining knowledge graphs. In Anais estendidos. Porto Alegre: SBC. doi:10.5753/sbbd_estendido.2025.247610 -
NLM
Conrado RCG, Campos E de M, Traina Junior C, Traina AJM, Cazzolato MT. From tables to graphs with ClinicoAtlas: leveraging LLMs to support modeling and mining knowledge graphs [Internet]. Anais estendidos. 2025 ;[citado 2026 fev. 11 ] Available from: https://doi.org/10.5753/sbbd_estendido.2025.247610 -
Vancouver
Conrado RCG, Campos E de M, Traina Junior C, Traina AJM, Cazzolato MT. From tables to graphs with ClinicoAtlas: leveraging LLMs to support modeling and mining knowledge graphs [Internet]. Anais estendidos. 2025 ;[citado 2026 fev. 11 ] Available from: https://doi.org/10.5753/sbbd_estendido.2025.247610 - Assessing large language models for structuring patient records
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- Exploratory data analysis in electronic health records graphs: intuitive features and visualization tools
- TGRAPP: anomaly detection and visualization of large-scale call graphs
- TgraphSpot: fast and effective anomaly detection for time-evolving graphs
- Establishing trajectories of moving objects without identities: the intricacies of cell tracking and a solution
- CallMine: fraud detection and visualization of million-scale call graphs
- A symptom-based community-weighted similarity approach for inpatient health condition monitoring
- Taking advantage of highly-correlated attributes in similarity queries with missing values
Informações sobre o DOI: 10.5753/sbbd_estendido.2025.247610 (Fonte: oaDOI API)
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