Publications

  1. Niu C, Cong W, Fan FL, Shan H, Li M, Liang J, Wang G. Low-dimensional Manifold Constrained Disentanglement Network for Metal Artifact Reduction. IEEE Trans Radiat Plasma Med Sci. 2022 Jul;6(6):656-666. doi: 10.1109/trpms.2021.3122071. Epub 2021 Oct 21. PMID: 35865007; PMCID: PMC9295822.
  2. Chuang Niu, Mengzhou Li, and Ge Wang "Multiple window learning for CT metal artifact reduction", Proc. SPIE 11840, Developments in X-Ray Tomography XIII, 1184015 (9 September 2021); https://doi.org/10.1117/12.2596239
  3. Zhang J, Wu M, FitzGerald P, Araujo S, De Man B. Development and tuning of models for accurate simulation of CT spatial resolution using CatSim. Phys Med Biol. 2024 Feb 8;69(4)
  4. Liang Y, Niu C, Yan P, Wang G. Flipover outperforms dropout in deep learning. Visual Computing for Industry, Biomedicine, and Art. 2024 Feb 22;7(1):4.
  5. Bousse A, Kandarpa VS, Rit S, Perelli A, Li M, Wang G, Zhou J, Wang G. Systematic review on learning-based spectral CT. IEEE Transactions on Radiation and Plasma Medical Sciences. 2023 Sep 12.
  6. Li M, Niu C, Wang G, Amma MR, Chapagain KM, Gabrielson S, Li A, Jonker K, de Ruiter N, Clark JA, Butler P. Deep Few-view High-resolution Photon-counting Extremity CT at Halved Dose for a Clinical Trial. ArXiv. 2024 Mar 19.
  7. Wang G. Making "CASES" for AI in Medicine. BME Front. 2024 Jan 29;5:0036. doi: 10.34133/bmef.0036. PMID: 38288398; PMCID: PMC10823727.
  8. Karageorgos GM, Xia W, Niu C, Peters N, Wang G, Paganetti H, and De Man B. Feasibility of diffusion probabilistic model for CT metal artifact reduction. International Symposium on CT (ISCT), 2023
  9. Karageorgos GM, Zhang J, Peters N, Xia W, Niu C, Paganetti H, Wang G, and De Man B. A denoising diffusion probabilistic model for metal artifact reduction in CT. IEEE Trans Med Imaging. 2024 Jul. doi: 10.1109/TMI.2024.3416398.
  10. Peters N, Haneda E, Zhang J, Karageorgos G, Xia W, Verburg J, Wang G, Paganetti H, De Man B. A hybrid training database and evaluation benchmark for assessing metal artifact reduction methods for imaging and therapy. Medical physics, 2024 (Submitted)