PhD, Electrical and Computer Engineering, University of Texas at Austin
MSE, University of Texas at Austin
BS, Yonsei University
Lee, J., & Nishikawa, R.M. (2022). Identifying Women With Mammographically- Occult Breast Cancer Leveraging GAN-Simulated Mammograms. IEEE Trans Med Imaging, 41(1), 225-236.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TMI.2021.3108949.
Lee, J., & Nishikawa, R.M. (2020). Cross-organ, cross-modality transfer learning: feasibility study for segmentation and classification. IEEE Access, 8, 210194-210205.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/access.2020.3038909.
Lee, J., Nishikawa, R.M., Reiser, I., & Boone, J.M. (2017). Optimal reconstruction and quantitative image features for computer-aided diagnosis tools for breast CT. Med Phys, 44(5), 1846-1856.Wiley. doi: 10.1002/mp.12214.
Lee, J., Fingeret, M.C., Bovik, A.C., Reece, G.P., Skoracki, R.J., Hanasono, M.M., & Markey, M.K. (2015). Eigen-disfigurement model for simulating plausible facial disfigurement after reconstructive surgery. BMC Med Imaging, 15(1), 12.Springer Nature. doi: 10.1186/s12880-015-0050-7.
Lee, J., Kim, E., Reece, G.P., Crosby, M.A., Beahm, E.K., & Markey, M.K. (2015). Automated calculation of ptosis on lateral clinical photographs. J Eval Clin Pract, 21(5), 900-910.Wiley. doi: 10.1111/jep.12397.
Lee, J., Nishikawa, R.M., Reiser, I., Boone, J.M., & Lindfors, K.K. (2015). Local curvature analysis for classifying breast tumors: Preliminary analysis in dedicated breast CT. Med Phys, 42(9), 5479-5489.Wiley. doi: 10.1118/1.4928479.
Lee, J., Teo, I., Guindani, M., Reece, G.P., Markey, M.K., & Fingeret, M.C. (2015). Associations between psychosocial functioning and smiling intensity in patients with head and neck cancer. Psychol Health Med, 20(4), 469-476.Taylor & Francis. doi: 10.1080/13548506.2014.951371.
Lee, J., Fingeret, M.C., Teo, I., Hanasono, M.M., Skoracki, R.J., & Markey, M.K. (2013). Quantitative measures of facial expression for patients with head and neck cancer. Annu Int Conf IEEE Eng Med Biol Soc, 2013, 3706-3709.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/EMBC.2013.6610348.
Lee, J., Chen, S., Reece, G.P., Crosby, M.A., Beahm, E.K., & Markey, M.K. (2012). A novel quantitative measure of breast curvature based on catenary. IEEE Trans Biomed Eng, 59(4), 1115-1124.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TBME.2012.2184541.
Kawale, M., Lee, J., Leung, S.Y., Fingeret, M.C., Reece, G.P., Crosby, M.A., Beahm, E.K., Markey, M.K., & Merchant, F.A. (2011). 3D Symmetry Measure Invariant to Subject Pose During Image Acquisition. Breast Cancer (Auckl), 5, 131-142.SAGE Publications. doi: 10.4137/BCBCR.S7140.
Lee, J., Kawale, M., Merchant, F.A., Weston, J., Fingeret, M.C., Ladewig, D., Reece, G.P., Crosby, M.A., Beahm, E.K., & Markey, M.K. (2011). Validation of stereophotogrammetry of the human torso. Breast Cancer (Auckl), 5, 15-25.SAGE Publications. doi: 10.4137/BCBCR.S6352.
Lee, J., Beahm, E.K., Crosby, M.A., Reece, G.P., & Markey, M.K. (2010). Analysis of Breast Contour using Rotated Catenary. AMIA Annu Symp Proc, 2010, 432-436.
Lee, J., Nishikawa, R.M., Reiser, I., & Boone, J.M. (2017). Neutrosophic segmentation of breast lesions for dedicated breast CT. In Armato, S.G., & Petrick, N.A. (Eds.). In Proceedings of SPIE--the International Society for Optical Engineering, 10134, (p. 101340q-101340q-7).SPIE, the international society for optics and photonics. doi: 10.1117/12.2254128.
Lee, J., Nishikawa, R.M., Reiser, I., & Boone, J.M. (2016). Can model observers be developed to reproduce radiologists' diagnostic performances? Our study says not so fast!. In Abbey, C.K., & Kupinski, M.A. (Eds.). In Proceedings of SPIE--the International Society for Optical Engineering, 9787, (p. 978707-978707-7).SPIE, the international society for optics and photonics. doi: 10.1117/12.2216253.
Lee, J., Nishikawa, R., Reiser, I., & Boone, J. (2015). Relationship Between CT Image Quality, Segmentation Performance, and Quantitative Image Feature Analysis. In MEDICAL PHYSICS, 42(6), (p. 3697).Wiley. doi: 10.1118/1.4926098.
Lee, J., Sun, C.S., Reece, G.P., Fingeret, M.C., & Markey, M.K. (2013). Towards a Case-Based Reasoning System for Predicting Aesthetic Outcomes of Breast Reconstruction. In Proceedings of the 4th International Conference on 3D Body Scanning Technologies, Long Beach CA, USA, 19-20 November 2013, (pp. 279-284).Hometrica Consulting. doi: 10.15221/13.279.
Lee, J., Ku, B., Da Silveira, A.C., & Markey, M.K. (2012). Three-Dimensional Analysis of Facial Asymmetry of Healthy Hispanic Children. In Proceedings of the 3rd International Conference on 3D Body Scanning Technologies, Lugano, Switzerland, 16-17 October 2012, (pp. 133-138).Hometrica Consulting. doi: 10.15221/12.133.
Lee, J., Muralidhar, G.S., Reece, G.P., & Markey, M.K. (2012). A shape constrained parametric active contour model for breast contour detection. In Annu Int Conf IEEE Eng Med Biol Soc, 2012, (pp. 4450-4453).Institute of Electrical and Electronics Engineers (IEEE).United States. doi: 10.1109/EMBC.2012.6346954.
Lee, J., Reece, G.P., & Markey, M.K. (2012). Breast Curvature of the Upper and Lower Breast Mound: 3D Analysis of Patients who Underwent Breast Reconstruction. In Proceedings of the 3rd International Conference on 3D Body Scanning Technologies, Lugano, Switzerland, 16-17 October 2012, (pp. 171-178).Hometrica Consulting. doi: 10.15221/12.171.