I am a Postdoctoral Fellow in the Department of Radiology, and the technical lead for the image analysis module for the Penn Vision Research Center. My research is on the development of novel image-based analysis methods for the study of the brain and eye. I am currently investigating several projects involving:
- Automated alignment and montaging of retinal adaptive optics SLO imaging
- Atlasing and distortion correction of multi-modal ophthalmic Imaging and rodent brain imaging
- Graph-based analysis of brain network connectivity in frontal temporal lobe dementia (FTLD)
- Segmentation and quantification of histopathology microscopy
- PhD – Electrical and Computer Engineering, Johns Hopkins University, 2015
- MS – Electrical and Computer Engineering, Johns Hopkins University, 2012
- BS – Electrical and Computer Engineering, Cornell University, 2008
- Chen, M., Nofziger, J., Datta, R., Gee, J. C., Morgan, J., and Aguirre, G. K., “The influence of axial length upon the retinal ganglion cell layer of the human eye,” Translational vision science & technology, vol. 9, no. 13, pp. 9–9, 2020.
- Chen, M., Cooper, R. F., Gee, J. C., Brainard, D. H., and Morgan, J. I., “Automatic longitudinal montaging of adaptive optics retinal images using constellation matching,” Biomedical Optics Express, vol. 10, no. 12, pp. 6476–6496, 2019.
- Chen, M., Carass, A., Jog, A., Lee, J., Roy, S., and Prince, J. L., “Cross contrast multi-channel image registration using image synthesis for MR brain images,” Medical Image Analysis, vol. 36, pp. 2–14, 2017.
- Chen, M., Lang, A., Ying, H. S., Calabresi, P. A., Prince, J. L., and Carass, A., “Analysis of macular OCT images using deformable registration,” Biomedical Optics Express, vol. 5, no. 7, pp. 2196–2214, 2014.