Linh T. Duong
PhD in Medical Microbiology & ML Researcher
Welcome to my personal website! I'm a researcher with a PhD in medical microbiology from the University of Greifswald, Germany, currently at KTH Royal Institute of Technology in Stockholm. I specialize in computational biology, medical microbiology, machine learning, and epidemiology. Explore my research, publications, and open-source contributions.
Research Interests
Medical Microbiology
Researching microbial pathogenesis, antibiotic resistance, and diagnostic methods using computational approaches.
Machine Learning & AI
Applying deep learning to medical imaging, disease diagnosis, and biological data analysis using PyTorch and TensorFlow.
Computational Biology
Developing computational methods for genomics, epidemiology, and human genetics research.
Latest Blog Posts
View All →June 15, 2025
Deep Learning for Tuberculosis Detection in Chest X-rays
Leveraging EfficientNet and advanced data augmentation techniques to achieve 95.8% accuracy in TB detection from chest radiographs.
Read More →May 28, 2025
Transformer Networks for Histopathology Image Analysis
Exploring Vision Transformers (ViTs) for automated cancer detection in whole slide images with attention mechanism visualization.
Read More →May 12, 2025
Graph Neural Networks for Multi-Modal Medical Data Integration
Novel GNN architecture combining imaging, genomics, and clinical data for personalized cancer treatment prediction.
Read More →