Peer Reviewed Publications

  • Nelson BJ, Kc P, Badal A, Jiang L, Masters SC, Zeng R. Pediatric evaluations for deep learning CT denoising. Medical Physics. 2024;51(2):978-990. doi:10.1002/mp.16901 [pdf]

  • Nelson BJ, Gomez-Cardona DG, Thorne JE, et al. Multiple Kernel Synthesis of Head CT Using a Task-Based Loss Function. J Digit Imaging Inform med. Published online January 12, 2024. doi:10.1007/s10278-023-00959-x [pdf]

  • Nelson BJ, Zeng R, Sammer M, Frush DP, Delfino JG. An FDA Guide on Indications for Use and Device Reporting of Artificial Intelligence-Enabled Devices: Significance for Pediatric Use. Journal of the American College of Radiology. Published online July 1, 2023. doi:10.1016/j.jacr.2023.06.004 [pdf] | [post]

  • Nelson, B.J., Leng, S., Shanblatt, E.R., McCollough, C.H. and Koenig, T. (2021), Empirical beam hardening and ring artifact correction for x‐ray grating interferometry (EBHC‐GI). Med Phys. doi:10.1002/mp.14672 [pdf]

  • Sung, Y., Nelson, B., Shanblatt, E.R., Gupta, R., McCollough, C.H. and Graves, W.S. (2020), Wave optics simulation of grating‐based X‐ray phase‐contrast imaging using 4D Mouse Whole Body (MOBY) phantom. Med. Phys, 47: 5761-5771. doi:10.1002/mp.14479 [pdf]

  • Elisabeth R. Shanblatt, Yongjin Sung, Rajiv Gupta, Brandon J. Nelson, Shuai Leng, William S. Graves, and Cynthia H. McCollough, “Forward model for propagation-based x-ray phase contrast imaging in parallel- and cone-beam geometry,” Opt. Express 27, 4504-4521 (2019). doi:10.1364/OE.27.004504 [pdf]

  • Sung Y, Gupta R, Nelson B, Leng S, McCollough CH, Graves WS. Phase-contrast imaging with a compact x-ray light source: system design. J Med Imaging (Bellingham). 2017;4(4):043503. doi:10.1117/1.JMI.4.4.043503 [pdf]

Conference Proceedings

  • Nelson BJ, Leng S, Koenig T, McCollough CH. Complementary use of x-ray dark-field and attenuation computed tomography in quantifying pulmonary fibrosis in a mouse model. In: Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging. Vol 12036. SPIE; 2022:253-263. doi:10.1117/12.2612877 [pdf]

  • Elisabeth R. Shanblatt, Brandon J. Nelson, Shengzhen Tao, Shuai Leng, Cynthia H. McCollough. “Demonstration of Phase-Assisted Material Decomposition with a Talbot-Lau Interferometer using a Single X-Ray Tube Potential”. SPIE Medical Imaging 2019, San Diego, CA doi:10.1117/12.2511806

  • Brandon J. Nelson, Thomas Koenig, Elisabeth R. Shanblatt, Shuai Leng, Cynthia H. McCollough. “Visibility Guided Phase Contrast Denoising” SPIE Medical Imaging 2019, San Diego, CA doi:10.1117/12.2511212