Jiayu Huo

I graduated with a Bachelor's degree from Northeastern University (CN) in 2018 and received my Master’s degree from Shanghai Jiao Tong University in 2021. My master’s projects involved medical image analysis for multi-modality data, such as brain MRI and chest CT. In 2020, my teammates and I developed an intelligent algorithm that can precisely differentiate COVID-19 from community-acquired pneumonia.

Currently, I am a Ph.D. student co-supervised by Dr. Rachel Sparks and Prof. Sebastien Ourselin. My research interests include few-shot learning and robust machine learning in computer-aided surgical intervention. Besides, my research project mainly focuses the laser interstitial thermal therapy in minimally invasive neurosurgery, which aims to predict accurate treatment volume and develop surgical planning based on medical imaging and artificial intelligence.