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cs.LG2026
When Are Multimodal Predictions Biologically Supported? A Diagnostic Evaluation Framework
Dylan Steiner, Gustavo Arango-Argoty, Gerald Sun +1
Multimodal models in oncology can produce accurate predictions, but accurate prediction does not reveal whether the model has learned biology that is shared across modalities, biol…
cs.LG2020★ 3 cited
Graph Neural Networks Including Sparse Interpretability
Chris Lin, Gerald J. Sun, Krishna C. Bulusu +2
Graph Neural Networks (GNNs) are versatile, powerful machine learning methods that enable graph structure and feature representation learning, and have applications across many dom…