Author

Song-Lin Zhao

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#artificial intelligence Preprint Oct 2026

RadOnc-Agent: An LLM-Orchestrated Framework for AI Workflows Across the Radiotherapy Care Pathway

Artificial intelligence has advanced individual radiotherapy tasks, yet these capabilities remain separated across clinical stages, software environments and data modalities. This fragmentation contrasts with the longitudinal radiotherapy workflow from treatment decision-making through follow-up. Here we present RadOnc...

Cai-Wen Jiang, Shuo-Yang Wei, Song-Lin Zhao et al. · 0 citations

#machine learning May 2026

Supervised Deep Multimodal Matrix Factorization for Interpretable Brain Network Analysis

Supervised Deep Multimodal Matrix Factorization (SD3MF), an interpretable framework for integrative brain network analysis that generalizes Symmetric Nonnegative Matrix Tri-Factorization from unsupervised single-graph clustering to supervised prediction over populations of multimodal graphs, is presented.

Amjad Seyedi, Li-Fang He, Song-Lin Zhao et al. · arXiv.org · 0 citations