Penn Medicine Provider
James C. Gee, PhD
About me
- Professor of Radiologic Science in Radiology
My Locations
Qualifications and experience
- 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Marrakesh, Morocco, National
- AIMBE (American Institute for Medical and Biological Ingineering, National
- American Institute for Medical and Biological Engineering, College of Fellows International A Review Committee, National
- Asia-Pacific Artificial Intelligence Association, International
- Center for Integrative Biomedical Computing, University of Utah, Salt Lake City, UT, National
- Department of Defense, Congressionally Directed Medical Research Programs, Concept – Head and Neck Cancers (CON-HNC) Peer Review Panel of the 2023 Rare Cancer Research Program (RCRP), National
- EPSRC Center for Doctoral Training in Medical Imaging, University College London, United Kingdom, International
- EPSRC Center for Doctoral Training in Medical Imaging, University College London, United Kingdom, International
- European Conference on Computer Vision, Milan, Italy, National
- International Society for Magnetic Resonance in Medicine, International
- International Society for Optics and Photonics, International
- International Workshop on Pulmonary Functional Imaging, International
- The Institute of Electrical and Electronics Engineers, International
- The Medical Image Computing and Computer Assisted Intervention Society, International
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