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Radon Cumulative Distribution Transform Subspace Modeling for Image Classification.
J Math Imaging Vis. 2021 Nov;63(9):1185-1203. doi: 10.1007/s10851-021-01052-0. Epub 2021 Aug 5.
J Math Imaging Vis. 2021.
PMID: 35464640
Free PMC article.
Parametric Signal Estimation Using the Cumulative Distribution Transform.
Rubaiyat AHM, Hallam KM, Nichols JM, Hutchinson MN, Li S, Rohde GK.
Rubaiyat AHM, et al.
IEEE Trans Signal Process. 2020;68:3312-3324. doi: 10.1109/tsp.2020.2997181. Epub 2020 May 25.
IEEE Trans Signal Process. 2020.
PMID: 32733121
Free PMC article.
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Massive image-based single-cell profiling reveals high levels of circulating platelet aggregates in patients with COVID-19.
Nishikawa M, Kanno H, Zhou Y, Xiao TH, Suzuki T, Ibayashi Y, Harmon J, Takizawa S, Hiramatsu K, Nitta N, Kameyama R, Peterson W, Takiguchi J, Shifat-E-Rabbi M, Zhuang Y, Yin X, Rubaiyat AHM, Deng Y, Zhang H, Miyata S, Rohde GK, Iwasaki W, Yatomi Y, Goda K.
Nishikawa M, et al. Among authors: rubaiyat ahm.
Nat Commun. 2021 Dec 9;12(1):7135. doi: 10.1038/s41467-021-27378-2.
Nat Commun. 2021.
PMID: 34887400
Free PMC article.
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Invariance encoding in sliced-Wasserstein space for image classification with limited training data.
Shifat-E-Rabbi M, Zhuang Y, Li S, Rubaiyat AHM, Yin X, Rohde GK.
Shifat-E-Rabbi M, et al. Among authors: rubaiyat ahm.
Pattern Recognit. 2023 May;137:109268. doi: 10.1016/j.patcog.2022.109268. Epub 2022 Dec 22.
Pattern Recognit. 2023.
PMID: 36713887
Free PMC article.
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Predicting Malignancy of Breast Imaging Findings Using Quantitative Analysis of Contrast-Enhanced Mammography (CEM).
Miller MM, Rubaiyat AHM, Rohde GK.
Miller MM, et al. Among authors: rubaiyat ahm.
Diagnostics (Basel). 2023 Mar 16;13(6):1129. doi: 10.3390/diagnostics13061129.
Diagnostics (Basel). 2023.
PMID: 36980437
Free PMC article.
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Data-driven Identification of Parametric Governing Equations of Dynamical Systems Using the Signed Cumulative Distribution Transform.
Rubaiyat AHM, Thai DH, Nichols JM, Hutchinson MN, Wallen SP, Naify CJ, Geib N, Haberman MR, Rohde GK.
Rubaiyat AHM, et al.
Comput Methods Appl Mech Eng. 2024 Mar 15;422:116822. doi: 10.1016/j.cma.2024.116822. Epub 2024 Feb 7.
Comput Methods Appl Mech Eng. 2024.
PMID: 38352168
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End-to-End Signal Classification in Signed Cumulative Distribution Transform Space.
Rubaiyat AHM, Li S, Yin X, Shifat-E-Rabbi M, Zhuang Y, Rohde GK.
Rubaiyat AHM, et al.
IEEE Trans Pattern Anal Mach Intell. 2024 Mar 1;PP. doi: 10.1109/TPAMI.2024.3372455. Online ahead of print.
IEEE Trans Pattern Anal Mach Intell. 2024.
PMID: 38427542
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Linear optimal transport subspaces for point set classification.
Shifat-E-Rabbi M, Pathan NS, Li S, Zhuang Y, Rubaiyat AHM, Rohde GK.
Shifat-E-Rabbi M, et al. Among authors: rubaiyat ahm.
Res Sq [Preprint]. 2024 Mar 22:rs.3.rs-4106387. doi: 10.21203/rs.3.rs-4106387/v1.
Res Sq. 2024.
PMID: 38562684
Free PMC article.
Preprint.
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