#Graph Neural Networks

2 posts tagged with "Graph Neural Networks"

When the Algorithm Can't Explain Itself: ML Interpretability in Precision Oncology

2026-01-03T10:00:00Z•19 min read

#machine learning #precision oncology #explainability #genomics #graph neural networks #clinical ai

Machine learning models now outperform FDA-approved biomarkers in predicting treatment response, but the best-performing models often resist explanation. Here's how precision oncology is navigating the trade-off between performance and interpretability.

Beyond the Page: The Rise of Graph-Structured Knowledge in Language Models

2024-10-15T13:36:43+01:00•34 min read

#ai #machine learning #nlp #knowledge graphs #graph neural networks

How graph-based representations are transforming language models beyond sequential text to unlock deeper reasoning capabilities