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Author

Antonio M. Rinaldi

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#graph neural networks Open access Oct 2026

KG-TransomicNet: Semantic–Quantitative Property Graph of PheKnowLator and Multi-Omics

KG-TransomicNet Version 1.1.2 · Software · Open · MIT De Filippis, Giovanni Maria · Rinaldi, Antonio Maria A semantic–quantitative property-graph framework that couples the PheKnowLator biomedical knowledge graph with per-sample multi-omics measurements in ArangoDB, enabling trans-omic analysis and knowledge-based reas...

Giovanni Maria De Filippis, Antonio M. Rinaldi · 0 citations
#graph neural networks Open access Sep 2026

Hierarchical graph networks for breast cancer subtype classification

A hierarchical Graph Neural Network (GNN) framework for ROI-level breast cancer subtype classification that represents nuclei and tissue regions as linked graph structures is presented and shows that sequential hierarchical fusion is the most effective configuration in this setting.

A. M. Rinaldi, Cristiano Russo, Cristian Tommasino · 0 citations

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