Penn Medicine Provider

About me

  • Professor of Radiologic Science in Radiology

My Locations

Qualifications and experience

My research

Phillips, J. S., Da Re, F., Irwin, D. J., McMillian, C. T., Vaishnavi, S. N., Xie, S. X., Lee, E. B., Cook P.A., Gee, J. C., Shaw, L. M., Trojanowski, J. Q., Wolk, D. A., Grossman, M. Longitudinal progression of grey matter atrophy in non-amnestic Alzheimer's disease , Brain, 142(6): 2019,1701-1722


Johnson, G. A., Wang, N., Anderson, R.J., Chen, M., Cofer, G.P., Gee, J. C., Pratson, F., Tustison, N., White, L. E. Whole mouse brain connectomics , Journal of Comparative Neurology, 527(13): 2019,2146-2157


Duong M T, Rudie J D, Wang J, Xie L, Mohan S, Gee J C, Rauschecker A M Convolutional Neural Network for Automated FLAIR Lesion Segmentation on Clinical Brain MR Imaging. , American Journal of Neuroradiology, 40(8): 2019,1282-1290


Tustison, N. J., Avants, B. B., Gee, J. C. Learning image-based spatial transformations via convolutional neural networks: A review. , Magnetic Resonance Imaging, 64: 2019,142-153


Claeson AA, Vresilovic EJ, Showalter BL, Wright AC, Gee JC, Malhotra NR, Elliott DM Human Disc Nucleotomy Alters Annulus Fibrosus Mechanics at Both Reference and Compressed Loads , J Biomech Eng, 141(11): 2019


Guo, Y., Chung, F., Li, G., Wang, J., Gee, J.C. Leveraging label-specific discriminant mapping features for multi-label learning , ACM Transactions on Knowledge Discovery from Data , 13(2): 2019,art. no. 24 pp1-23


Tustison, N. J., Avants, B. B., Lin, Z., Feng, X., Cullen, N., Mata, J. F., Flos, L., Gee, J. C., Altes, T. A., Mugler, III, J. P., Qing, K. Convolutional Neural Networks with Template-Based Data Augmentation for Functional Lung Image Quantification , Academic Radiology, 26(3): 2019,412-423


Kim H, Goo JM, Ohno Y, Kauczor HU, Hoffman EA, Gee JC, van Beek EJR Effect of Reconstruction Parameters on the Quantitative Analysis of Chest Computed Tomography , J Thorac Imaging , 34(2): 2019,92-102


Lindsay, W.D., Ahern, C.A., Tobias, J.S., Berlind, C.G., Chinniah, C., Gabriel, P.E., Gee, J.C., Simone, C.B. Automated data extraction and ensemble methods for predictive modeling of breast cancer outcomes after radiation therapy , Medical Physics, 46(2): 2019,1054-1063