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ORCIDPhat K. Huynh
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2020 – today
- 2026
[j4]Thanh-Huy Nguyen
, Quang-Khai Bui-Tran, Manh D. Ho, Ba Thinh Lam, Vi Vu, Hoang-Thien Nguyen, Phat K. Huynh, Ulas Bagci:
UP2D: Uncertainty-aware progressive pseudo-label denoising for source-free domain adaptive medical image segmentation. Neurocomputing 672: 132659 (2026)- [i8]Anh Le, Phat K. Huynh, Om Prakash Yadav, Harun Pirim, Chau Le, Trung Le:
Topology-Aware Spatio-Temporal Graph Transformer for Predicting Smart Grid Failures. CoRR abs/2601.02701 (2026) - [i7]Thanh-Huy Nguyen, Hoang-Loc Cao, Dat T. Chung, Mai-Anh Vu, Thanh-Minh Nguyen, Minh Le, Phat K. Huynh, Ulas Bagci:
Scribble-Supervised Medical Image Segmentation with Dynamic Teacher Switching and Hierarchical Consistency. CoRR abs/2601.14563 (2026) - [i6]Ba-Thinh Lam, Thanh-Huy Nguyen, Hoang-Thien Nguyen, Quang-Khai Bui-Tran, Nguyen Lan Vi Vu, Phat K. Huynh, Ulas Bagci, Min Xu:
Domain-invariant Mixed-domain Semi-supervised Medical Image Segmentation with Clustered Maximum Mean Discrepancy Alignment. CoRR abs/2601.16954 (2026) - 2025
- [j3]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:
Deep Learning-Based Integrated System for Intraoperative Blood Loss Quantification in Surgical Sponges. IEEE J. Biomed. Health Informatics 29(9): 6342-6352 (2025) - [j2]Pallavi Singh, Phat K. Huynh, Dang Nguyen, Trung Q. Le, Wilfrido Alejandro Moreno:
Leveraging Multicriteria Integer Programming Optimization for Effective Team Formation. IEEE Trans. Learn. Technol. 18: 72-84 (2025) - [c2]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:
Lightweight Dual-Task Framework for Semi-supervised Lesion Segmentation with Knowledge Distillation from SAM. ISIC@MICCAI 2025: 57-67 - [c1]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:
DeepGPT-DILI: Integrating Graph Convolutional Networks and Large Language Model Embeddings for Accurate Drug-Induced Liver Injury Prediction. ELAMI@MICCAI 2025: 98-106 - [i5]Quang-Khai Bui-Tran, Thanh-Huy Nguyen, Hoang-Thien Nguyen, Ba-Thinh Lam, Nguyen Lan Vi Vu, Phat K. Huynh, Ulas Bagci, Min Xu:
Aligning What You Separate: Denoised Patch Mixing for Source-Free Domain Adaptation in Medical Image Segmentation. CoRR abs/2510.25227 (2025) - [i4]Tien-Dat Chung, Ba-Thinh Lam, Thanh-Huy Nguyen, Thien Nguyen, Nguyen Lan Vi Vu, Hoang-Loc Cao, Phat K. Huynh, Min Xu:
Modality-Specific Enhancement and Complementary Fusion for Semi-Supervised Multi-Modal Brain Tumor Segmentation. CoRR abs/2512.09801 (2025) - 2024
- [i3]Duy Nguyen, Ca Hoang, Phat K. Huynh, Tien Truong, Dang Nguyen, Abhay Sharma, Trung Q. Le:
Multi-level Phenotypic Models of Cardiovascular Disease and Obstructive Sleep Apnea Comorbidities: A Longitudinal Wisconsin Sleep Cohort Study. CoRR abs/2406.18602 (2024) - 2023
- [b1]Phat K. Huynh:
Knowledge Integration in Domain-Informed Machine Learning and Multi-scale Modeling of Nonlinear Dynamics in Complex Systems. University of South Florida, Tampa, USA, 2023 - [i2]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:
Real-Time Magnetic Tracking and Diagnosis of COVID-19 via Machine Learning. CoRR abs/2311.00737 (2023) - 2022
- [i1]Phat K. Huynh, Arveity R. Setty, Trung-Quôc Le:
Koopman Spectral Analysis of Intermittent Dynamics in Complex Systems: A Case Study in Pathophysiological Processes of Obstructive Sleep Apnea. CoRR abs/2202.12430 (2022) - 2021
- [j1]Phat K. Huynh, Arveity Setty, Hao Phan, Trung-Quôc Le:
Probabilistic domain-knowledge modeling of disorder pathogenesis for dynamics forecasting of acute onset. Artif. Intell. Medicine 115: 102056 (2021)
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