Author

Duy-Cat Can

University of Engineering and Technology, VNUH

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eRisk 2026: Localized Context Encoding and Memory-Augmented Graph Networks for Early Detection of Depression

D. Tran, Phuong-Anh Chu, Hoang-Dat Do et al. · 0 citations

NeuroVietCH at MEDIQA-CORE-Task-1 2026: LLM-Guided Multimodal Distillation for Brain Tumor Subtype Classification

Sy-Duy Dang, D. Tran, Ngoc-Vuong Chu et al. · 0 citations

#machine learning Mar 2025

Explainable Graph-theoretical Machine Learning: with Application to Alzheimer's Disease Prediction

The results suggest the promise of graph-theoretical machine learning for biomarker discovery, disease prediction, and understanding the neural mechanisms underlying AD.

Narmina Baghirova, Thanh Duy Vu, Duy-Cat Can et al. · arXiv.org · 1 citation

Jul 2026

Imputation-free transformer learning enables robust Alzheimer’s disease prediction and calibrated uncertainty quantification across heterogeneous clinical cohorts

NITROGEN is proposed, an imputation-free transformer that jointly models within-patient feature dependencies and between-patient relational structure through masked and intersample attention, enabling robust multimodal learning directly from partially observed records, and shows robust probability calibration and uncer...

Christelle Schneuwly Diaz, Narmina Baghirova, Thanh Duy Vu et al. · arXiv.org · 0 citations