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Modality Attention and Sampling Enables Deep Learning with Heterogeneous Marker Combinations in Fluorescence Microscopy.
Nat Mach Intell. 2021 Sep;3(9):799-811. doi: 10.1038/s42256-021-00379-y. Epub 2021 Aug 9.
Nat Mach Intell. 2021.
PMID: 34541455
Free PMC article.
Learning ultrasound rendering from cross-sectional model slices for simulated training.
Zhang L, Portenier T, Goksel O.
Zhang L, et al. Among authors: portenier t.
Int J Comput Assist Radiol Surg. 2021 May;16(5):721-730. doi: 10.1007/s11548-021-02349-6. Epub 2021 Apr 8.
Int J Comput Assist Radiol Surg. 2021.
PMID: 33834348
Free PMC article.
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Probabilistic spatial analysis in quantitative microscopy with uncertainty-aware cell detection using deep Bayesian regression.
Gomariz A, Portenier T, Nombela-Arrieta C, Goksel O.
Gomariz A, et al. Among authors: portenier t.
Sci Adv. 2022 Feb 4;8(5):eabi8295. doi: 10.1126/sciadv.abi8295. Epub 2022 Feb 4.
Sci Adv. 2022.
PMID: 35119934
Free PMC article.
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Learning Generative Models Using Denoising Density Estimators.
Bigdeli SA, Lin G, Dunbar LA, Portenier T, Zwicker M.
Bigdeli SA, et al. Among authors: portenier t.
IEEE Trans Neural Netw Learn Syst. 2023 Sep 6;PP. doi: 10.1109/TNNLS.2023.3308191. Online ahead of print.
IEEE Trans Neural Netw Learn Syst. 2023.
PMID: 37672376
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