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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Feng Xia

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3 papers indexed here

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Open access Aug 2026

PregBase: A comprehensive knowledge base for clinically relevant knowledge representation and biomarker prediction in pregnancy

Pregnancy complications are a leading cause of maternal and neonatal mortality worldwide. Understanding their underlying mechanisms is hindered by dispersed evidence across thousands of studies and complex biological interactions. We present PregBase, a comprehensive knowledge base for pregnancy research comprising aut...

Aashish Bhandari, D. Mehta, Karin M. Verspoor et al. · 0 citations
Book Open access Aug 2026

HiBrain: Hierarchical Prototype Learning on Multimodal Brain Graphs for Stage-Aware Biomarker Discovery

Experiments on multimodal AD and PD datasets demonstrate consistent improvements over state-of-the-art baselines in multi-stage classification tasks, highlighting the interpretability and scientific utility of the proposed framework for neurodegenerative disease analysis.

Jing Ren, Kefan Yang, Le Linh Dan Nguyen et al. · 1 citation
Preprint Aug 2026

BrainLinear: A Linear Model for Brain Network Analysis in Sparse Tangent Subspaces

Functional connectome analysis examines brain-region interactions to understand and identify disorders such as autism spectrum disorder and Alzheimer's disease. Existing methods typically use GNNs and Transformers to model the full functional connectivity matrix. However, processing tens of thousands of connections int...

Si-Jing Wu, Dong-Yuan Li, Miaoting Huang et al. · 0 citations

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