Author

Lin Zhao

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Preprint Oct 2026

CoRe-WM: Conditioned Response-State World Modeling for Longitudinal Treatment-Response Prediction in Breast DCE-MRI

Pathologic complete response (pCR) after neoadjuvant chemotherapy is a key prognostic indicator in aggressive breast cancer, yet existing prediction approaches either rely on pretreatment imaging alone, missing the patient's evolving response, or optimize multi-visit classifiers under direct outcome supervision, coupli...

Lin Zhao, Bo-Wen Chen, Qiao-Hui Gao et al. · 0 citations

#artificial intelligence Preprint Sep 2026

NeuronEye: Query-Guided Visual Concept Activation for Vision-Language Reasoning

NeuronEye, a plug-in framework that constructs a sparse, concept-level neuron vocabulary from intermediate VLM representations and selectively activates query-relevant visual concepts during inference, suggests that sparse neuron vocabularies can serve not only as post-hoc interpretability tools but also as active inte...

Rui Yan, Bo-Wen Chen, Shao-Wen Wan et al. · 0 citations

Preprint Aug 2026

MSM-Mem: A Universal Medical Structured Multimodal Memory Framework for Medical AI Agents

Medical Structured Multimodal Memory (MSM-Mem), an agentic memory framework that enables medical AI agents to evolve through accumulated clinical experiences, is proposed, offering a viable pathway toward medical AI agents capable of evolving their reasoning competence in a manner analogous to the way clinicians learn...

M. Jabin, K. Lê, Lin Zhao et al. · 0 citations