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Author

Dang Khanh Tran

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Conference Aug 2026

Temporal transformers for biomass estimation

This work proposes a hybrid CNN-Transformer framework for accurate above-ground biomass estimation from multi-temporal Sentinel-1 and Sentinel-2 imagery, introducing a Transformer-based temporal aggregation module with learnable positional encodings and multi-head self-attention, enabling the model to adaptively weight...

Khang Vinh Nguyen, Thao Thanh Bui, Cuong Nguyen Viet Le et al. · 0 citations
Conference Aug 2026

SCAN-R: bridging precision imaging and natural language for automated stroke diagnosis

This work presents Stroke CT Analysis and Natural Language Reporting (SCAN-R), a unified end-to-end framework that integrates multiclass stroke detection, Transformerenhanced U-Net segmentation with task-specific pre-trained backbones, and Retrieval-Augmented Generation for evidence-based clinical report generation.

Le Minh Toan Truong, X. Nguyen, Dang Khanh Tran · 0 citations

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