Xiaolei Huang

Xiaolei Huang is a Professor whose research spans computer vision, medical image analysis, and machine learning. Her work addresses fundamental and applied problems such as image segmentation, object recognition, and computational methods for healthcare imaging. She has published extensively in top venues and collaborates across disciplines to translate algorithms into impactful biomedical applications. Dr. Huang has led projects funded by federal agencies and industry, mentored students at multiple levels, and served on program committees and editorial boards in her fields. Her scholarship emphasizes robust, data-driven models and interpretable solutions that advance visual understanding and clinical decision support.