Selected Publications

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): 1701-1722,2019.

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): 2146-2157,2019.

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): 1282-1290,2019.

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

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): art. no. 24 pp1-23,2019.

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): 412-423,2019.

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): 92-102,2019.

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): 1054-1063,2019.

Academic Contact Information

Department of Radiology
Penn Image Computing and Science Laboratory
Richards - 6th Floor
3700 Hamilton Walk
Philadelphia, PA 19104-6116
Phone: 215-746-6295