Yangming Ou, PhD

Professional Information

Experience: 

Assistant Professor in Radiology, Harvard Medical School
Assistant in Biomedical Imaging, Massachusetts General Hospital

Education: 

PhD Bioengineering (Medical Image Analysis), University of Pennsylvania, 2012
MA Applied Maths, University of Pennsylvania, 2012
BS Electrical Engineering (BME division), Tsinghua University, 2003

Position: 
Affiliated Faculty

Contact

Mailing Address

Building 149, Room 2301
13th Street
Charlestown, MA 02129 USA

General Contact Information

yangming.ou@childrens.harvard.edu

Biosketch

My research is mainly on the design and delivery of cutting-edge medical image analysis solutions for translational research. The purpose is to aid medical diagnosis or treatment planning, and to help better understand population trends of growth or abnormalities. 

  •   Medical Image Analysis and Machine Learning     

      •  Image Registration (Multi-Modal, Longitudinal, Cross-Subject, Handling Outliers (e.g. Pathology, Histology Cuts) ) 
      •  Image Segmentation (Multi-Atlas-based, Active Contour)
      •  Pattern Classification (Machine Learning)

    •   Applications to Clinical Research     

      •  Oncology (Treatment Planning, Adaptive Radiation, Quantification of Tumor Change, Response to Treatment)

      •  Computer-Aided Detection (CAD) of Abnormalities

      •  Population Studies (Disease Patterns and Trends, Atlas Construction)

      •  Longitudinal Studies (Pediatric/Mouse Brain Development, Tumor/Structural Change)