Research

My research connects quantitative medical imaging (US/MR), machine learning, and image analysis.

Ultrasound

• Quantitative ultrasound
• Ultrasound elastography
• Learning from ultrasound RF data

Medical image analysis

• Machine-learning-based medical image analysis
• MRI
• Multimodal image registration
• Segmentation

Imaging applications

• Liver imaging
• Fetal imaging

Data quality and validation

I hold myself to exacting standards in data acquisition, quality control, and rigorous validation. This commitment shapes every stage of my research, from collecting imaging data to evaluating methods and interpreting results.

Specific studies and their supporting publications will be added here.