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Data-dependent Nonlinearity Analysis in CT Denoising CNNs.
Wang W, Li J, Tivnan M, Stayman JW, Gang GJ. Wang W, et al. Among authors: tivnan m. Proc SPIE Int Soc Opt Eng. 2022 Feb-Mar;12031:1203117. doi: 10.1117/12.2612569. Epub 2022 Apr 4. Proc SPIE Int Soc Opt Eng. 2022. PMID: 35601024 Free PMC article.
Tunable neural networks for CT image formation.
Tivnan M, Gang GJ, Wang W, Noël P, Sulam J, Webster Stayman J. Tivnan M, et al. J Med Imaging (Bellingham). 2023 May;10(3):033501. doi: 10.1117/1.JMI.10.3.033501. Epub 2023 May 4. J Med Imaging (Bellingham). 2023. PMID: 37151806
Optimized Spatial-Spectral CT for Multi-Material Decomposition.
Tivnan M, Wang W, Tilley S, Siewerdsen JH, Stayman JW. Tivnan M, et al. Proc SPIE Int Soc Opt Eng. 2019 Jun;11072:1107211. doi: 10.1117/12.2534333. Epub 2019 May 28. Proc SPIE Int Soc Opt Eng. 2019. PMID: 33177785 Free PMC article.
Performance Assessment Framework for Neural Network Denoising.
Li J, Wang W, Tivnan M, Stayman JW, Gang GJ. Li J, et al. Among authors: tivnan m. Proc SPIE Int Soc Opt Eng. 2022 Feb-Mar;12031:1203114. doi: 10.1117/12.2612732. Epub 2022 Apr 4. Proc SPIE Int Soc Opt Eng. 2022. PMID: 35585939 Free PMC article.
Deep Learning CT Image Restoration using System Blur Models.
Yuan Y, Tivnan M, Gang GJ, Stayman JW. Yuan Y, et al. Among authors: tivnan m. Proc SPIE Int Soc Opt Eng. 2023 Feb;12463:124634J. doi: 10.1117/12.2655806. Epub 2023 Apr 7. Proc SPIE Int Soc Opt Eng. 2023. PMID: 38170078 Free PMC article.
Local Linearity Analysis of Deep Learning CT Denoising Algorithms.
Li J, Wang W, Tivnan M, Sulam J, Prince JL, McNitt-Gray M, Stayman JW, Gang GJ. Li J, et al. Among authors: tivnan m. Proc SPIE Int Soc Opt Eng. 2022 Jun;12304:123040T. doi: 10.1117/12.2646371. Epub 2022 Oct 17. Proc SPIE Int Soc Opt Eng. 2022. PMID: 36320561 Free PMC article.
26 results