Phat K. Huynh

According to our database, Phat K. Huynh authored at least 16 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Domain-Adapted Fine-Tuning of ECG Foundation Models for Multi-Label Structural Heart Disease Screening.

Duc N. Do, Minh N. Do, Dang Nguyen, Khanh T. Q. Le, Khoa D. Pham, Hung N. Huynh, Phi Pham-Van-Hoang, Quan K. Huynh, Ramez M. Odat, Perisa Ashar, Ethan Philip Lowder, Minh H. N. Le, Hoang Le, Phat V. H. Nguyen, Quan Le, Jacques Kpodonu, Phat K. Huynh

CoRR, April, 2026

Domain-invariant Mixed-domain Semi-supervised Medical Image Segmentation with Clustered Maximum Mean Discrepancy Alignment.

Ba-Thinh Lam, Thanh-Huy Nguyen, Hoang-Thien Nguyen, Quang-Khai Bui-Tran, Nguyen Lan Vi Vu, Phat K. Huynh, Ulas Bagci, Min Xu

CoRR, January, 2026

Topology-Aware Spatio-Temporal Graph Transformer for Predicting Smart Grid Failures.

Anh Le, Phat K. Huynh, Om Prakash Yadav, Harun Pirim, Chau Le, Trung Le

CoRR, January, 2026

UP2D: Uncertainty-aware progressive pseudo-label denoising for source-free domain adaptive medical image segmentation.

Thanh-Huy Nguyen, Quang-Khai Bui-Tran, Manh D. Ho, Ba Thinh Lam, Vi Vu, Hoang-Thien Nguyen, Phat K. Huynh, Ulas Bagci

Neurocomputing, 2026

Scribble-Supervised Medical Image Segmentation With Dynamic Teacher Switching and Hierarchical Consistency.

Thanh-Huy Nguyen, Hoang-Loc Cao, Dat T. Chung, Mai-Anh Vu, Thanh-Minh Nguyen, Minh Le, Phat K. Huynh, Ulas Bagci

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Modality-Specific Enhancement and Complementary Fusion for Semi-Supervised Multi-Modal Brain Tumor Segmentation.

Tien-Dat Chung, Ba-Thinh Lam, Thanh-Huy Nguyen, Thien Nguyen, Nguyen Lan Vi Vu, Hoang-Loc Cao, Phat K. Huynh, Min Xu

CoRR, December, 2025

Aligning What You Separate: Denoised Patch Mixing for Source-Free Domain Adaptation in Medical Image Segmentation.

Quang-Khai Bui-Tran, Thanh-Huy Nguyen, Hoang-Thien Nguyen, Ba-Thinh Lam, Nguyen Lan Vi Vu, Phat K. Huynh, Ulas Bagci, Min Xu

CoRR, October, 2025

Deep Learning-Based Integrated System for Intraoperative Blood Loss Quantification in Surgical Sponges.

Dang Nguyen, Minh Huu Nhat Le, Trung Q. Le, Chinyere Charles-Okezie, Michael J. Diaz, Cameron Sabet, Hung The Dang, Tuan Nguyen, Hoan Nguyen, Minh Tran, Nguyen-Quoc-Khanh Le, Aaron Muncey, Phat K. Huynh

IEEE J. Biomed. Health Informatics, September, 2025

Leveraging Multicriteria Integer Programming Optimization for Effective Team Formation.

Pallavi Singh, Phat K. Huynh, Dang Nguyen, Trung Q. Le, Wilfrido Alejandro Moreno

IEEE Trans. Learn. Technol., 2025

DeepGPT-DILI: Integrating Graph Convolutional Networks and Large Language Model Embeddings for Accurate Drug-Induced Liver Injury Prediction.

Minh Huu Nhat Le, Uyen Khoi Minh Huynh, Hong Xuan Ong, Phat K. Huynh, Minh-Toan Dinh, Han Hong Huynh, Hien Quang Kha, Phat Ky Nguyen, Xuan-Loc Huynh, An Thuy Vo, Thanh-Minh Nguyen, Thanh-Huy Nguyen, Quan Nguyen, Nguyen Quoc Khanh Le

Proceedings of the Emerging LLM/LMM Applications in Medical Imaging, 2025

Lightweight Dual-Task Framework for Semi-supervised Lesion Segmentation with Knowledge Distillation from SAM.

Xuan-Loc Huynh, Huy-Thach Pham, Anh Mai Vu, Thanh-Minh Nguyen, Tran Quang Khai Bui, Tat-Bach Nguyen, Quan Nguyen, Minh Huu Nhat Le, Phat K. Huynh

Proceedings of the Skin Image Analysis, and Computer-Aided Pelvic Imaging for Female Health, 2025

2024

Multi-level Phenotypic Models of Cardiovascular Disease and Obstructive Sleep Apnea Comorbidities: A Longitudinal Wisconsin Sleep Cohort Study.

Duy Nguyen, Ca Hoang, Phat K. Huynh, Tien Truong, Dang Nguyen, Abhay Sharma, Trung Q. Le

CoRR, 2024

2023

Knowledge Integration in Domain-Informed Machine Learning and Multi-scale Modeling of Nonlinear Dynamics in Complex Systems.

Phat K. Huynh

PhD thesis, 2023

Real-Time Magnetic Tracking and Diagnosis of COVID-19 via Machine Learning.

Dang Nguyen, Phat K. Huynh, Vinh Duc An Bui, Kee Young Hwang, Nityanand Jain, Chau Nguyen, Le Huu Nhat Minh, Le Van Truong, Xuan Thanh Nguyen, Dinh Hoang Nguyen, Le Tien Dung, Trung-Quôc Le, Manh-Huong Phan

CoRR, 2023

2022

Koopman Spectral Analysis of Intermittent Dynamics in Complex Systems: A Case Study in Pathophysiological Processes of Obstructive Sleep Apnea.

Phat K. Huynh, Arveity R. Setty, Trung-Quôc Le

CoRR, 2022

2021

Probabilistic domain-knowledge modeling of disorder pathogenesis for dynamics forecasting of acute onset.

Phat K. Huynh, Arveity Setty, Hao Phan, Trung-Quôc Le

Artif. Intell. Medicine, 2021