Fei Xue

Dr. Fei Xue is a Postdoctoral Research Fellow at the School of Electrical Engineering and Computer Science, The University of Queensland. Her research focuses on integrating machine learning with medical imaging technologies, particularly microwave imaging modalities. She holds a Bachelor's degree from Hebei University of Technology, a Master's degree from Hebei Polytechnic University, and a PhD from The University of Queensland.

Current research interests include:

• Deep learning applications in medical imaging
• Electromagnetic image reconstruction
• Development of advanced loss functions for microwave imaging
• Transfer learning techniques in biomedical signal processing
• Utilization of large databases for training universal neural networks

Her recent work explores cascaded convolutional neural networks and attention-based architectures for improved medical imaging. Earlier research focused on materials science topics including:

• Ti (C, N) precipitation in enamel steels
• Hydrogen embrittlement effects in TWIP steel
• Temperature measurement systems using CCD and MATLAB