معرفی
Yangming Ou is a researcher at Boston Children's Hospital's Fetal Neonatal Neuroimaging and Developmental Science Center and Computational Health Informatics Program. He specializes in medical image analysis, machine learning, and imaging informatics, with a focus on neonatal and pediatric brain conditions.
- PhD in Medical Image Analysis, University of Pennsylvania
- MS in Applied Mathematics, University of Pennsylvania
- BS in Electrical Engineering (Biomedical Division), Tsinghua University
His research spans brain development, neuroimaging, and AI-driven healthcare, addressing mild (e.g., nutrition insufficiency), moderate (e.g., hypoxic ischemic injury, Sturge-Weber Syndrome), and severe conditions (e.g., pediatric brain tumors). Recent work includes deep learning for MRI segmentation, federated learning, and brain age prediction.
Selected article trends include multi-modal MRI analysis for disease subtyping, neonatal brain injury datasets, and AI applications in neurocognition. Publications also explore maternal behavior impacts on infant neurodevelopment and technical challenges in deformable image registration.
