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Author

Lanfen Lin

2 papers indexed here

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Jul 2026

DynaBridge: Dynamic Summary-Guided Cross-Task Multimodal Fusion for DASS-Structured Mental Health Assessment

DynaBridge is proposed, a dynamic summary-guided cross-task multimodal framework for DASS-structured mental health assessment that predicts ordinal item distributions, reconstructs depression, anxiety, and stress risk evidence from item-level soft scores, and fuses this evidence with direct multimodal risk predictions.

Shi-Yu Teng, H. Yu, Jiaqing Liu et al. · 0 citations
Aug 2026

TextBraTS: Bridging 3D MRI, Text, and Genotype for Data-Efficient Glioma Segmentation and Analysis.

This work quantifies the "Semantic Gain" of structured textual priors as a proof-of-concept, providing a controlled benchmark for the potential of structured text guidance and providing a robust foundation for integrated radiogenomic analysis and computer-aided diagnosis research.

Xiao-Yu Shi, Rahul Kumar Jain, Yinhao Li et al. · 0 citations

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