Duy-Phuong Dao

According to our database, Duy-Phuong Dao authored at least 10 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

CLIMB: Controllable Longitudinal Brain Image Generation using Mamba-based Latent Diffusion Model and Gaussian-aligned Autoencoder.

Duy-Phuong Dao, Muhammad Taqiyuddin, Jahae Kim, Sang-Heon Lee, Hye-Won Jung, Jaehoo Choi, Hyung-Jeong Yang

CoRR, April, 2026

AttCo: Attention-based co-Learning fusion of deep feature representation for medical image segmentation using multimodality.

Duy-Phuong Dao, Hyung-Jeong Yang, Soo-Hyung Kim, Sae-Ryung Kang

Neural Networks, 2026

2025

Longitudinal Alzheimer's Disease Progression Prediction With Modality Uncertainty and Optimization of Information Flow.

Duy-Phuong Dao, Hyung-Jeong Yang, Jahae Kim, Ngoc-Huynh Ho

IEEE J. Biomed. Health Informatics, January, 2025

Dual-stream transformer approach for pain assessment using visual-physiological data modeling.

Minh-Duc Nguyen, Hyung-Jeong Yang, Duy-Phuong Dao, Soo-Hyung Kim, Seung-Won Kim, Ji-Eun Shin, Ngoc Anh Thi Nguyen, Trong-Nghia Nguyen

PeerJ Comput. Sci., 2025

2024

Conditional Diffusion Model for Longitudinal Medical Image Generation.

Duy-Phuong Dao, Hyung-Jeong Yang, Jahae Kim

CoRR, 2024

Adaptive Cross-Modal Representation Learning for Heterogeneous Data Types in Alzheimer Disease Progression Prediction with Missing Time Point and Modalities.

S. P. Dhivyaa, Duy-Phuong Dao, Hyung-Jeong Yang, Jahae Kim

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2022

Predicting progression of Alzheimer's disease using forward-to-backward bi-directional network with integrative imputation.

Ngoc-Huynh Ho, Hyung-Jeong Yang, Jahae Kim, Duy-Phuong Dao, Hyuk-Ro Park, Sudarshan Pant

Neural Networks, 2022

Survival Analysis based on Lung Tumor Segmentation using Global Context-aware Transformer in Multimodality.

Duy-Phuong Dao, Hyung-Jeong Yang, Ngoc-Huynh Ho, Sudarshan Pant, Soo-Hyung Kim, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

A Study on Test-Time Augmentation and Attention Mechanism in DeepLabv3+ for Deep Learning-Based Segmentation.

Sy-Phuc Pham, Hyung-Jeong Yang, Duy-Phuong Dao, Soo-Hyung Kim, Guee-Sang Lee

Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021

2020

Improving Recurrent Gate Mechanism For Time-to-Conversion Prediction Of Alzheimer's Disease.

Duy-Phuong Dao, Ngoc-Huynh Ho, Jahae Kim, Hyung-Jeong Yang

Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020