I’m a Ph.D. student in Statistics at University of California, Berkeley. I am very fortunate to be advised by Professor Haiyan Huang and Professor Ziad Obermeyer in studying medical problems using machine learning tools. Previously, it was my honor to be advised by Professor Alexander Aue while getting my bachelor degree in Mathematical Analytics and Operations Research at University of California, Davis.
Outside of Statistics, I enjoy crafting, gardening and travelling. I just got my PADI Open Water certification recently.
Working Papers and Pre-Prints
TATL: task agnostic transfer learning for skin attributes detection
Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag
Medical Image Analysis. 2022
Attention with Multiple Sources Knowledges for COVID-19 from CT Images
Duy M. H. Nguyen, Duy M. Nguyen, Huong Vu, Binh T. Nguyen, Fabrizio Nunnari, Daniel Sonntag
The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-2021), Workshop: Trustworthy AI for Healthcare. 2021
Monitoring Pesticide Concentrations: Database Time Series Analysis
Huong Vu, Alexander Aue