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Deep Gaussian processes for biogeophysical parameter retrieval and model inversion.
ISPRS J Photogramm Remote Sens. 2020 Aug;166:68-81. doi: 10.1016/j.isprsjprs.2020.04.014.
ISPRS J Photogramm Remote Sens. 2020.
PMID: 32747851
Free PMC article.
Learning from crowds in digital pathology using scalable variational Gaussian processes.
López-Pérez M, Amgad M, Morales-Álvarez P, Ruiz P, Cooper LAD, Molina R, Katsaggelos AK.
López-Pérez M, et al. Among authors: morales alvarez p.
Sci Rep. 2021 Jun 2;11(1):11612. doi: 10.1038/s41598-021-90821-3.
Sci Rep. 2021.
PMID: 34078955
Free PMC article.
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Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO.
Morales-Alvarez P, Ruiz P, Coughlin S, Molina R, Katsaggelos AK.
Morales-Alvarez P, et al.
IEEE Trans Pattern Anal Mach Intell. 2022 Mar;44(3):1534-1551. doi: 10.1109/TPAMI.2020.3025390. Epub 2022 Feb 3.
IEEE Trans Pattern Anal Mach Intell. 2022.
PMID: 32956038
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Focused active learning for histopathological image classification.
Schmidt A, Morales-Álvarez P, Cooper LA, Newberg LA, Enquobahrie A, Molina R, Katsaggelos AK.
Schmidt A, et al. Among authors: morales alvarez p.
Med Image Anal. 2024 Apr 4;95:103162. doi: 10.1016/j.media.2024.103162. Online ahead of print.
Med Image Anal. 2024.
PMID: 38593644
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Learning from crowds for automated histopathological image segmentation.
López-Pérez M, Morales-Álvarez P, Cooper LAD, Felicelli C, Goldstein J, Vadasz B, Molina R, Katsaggelos AK.
López-Pérez M, et al. Among authors: morales alvarez p.
Comput Med Imaging Graph. 2024 Mar;112:102327. doi: 10.1016/j.compmedimag.2024.102327. Epub 2024 Jan 5.
Comput Med Imaging Graph. 2024.
PMID: 38194768
Free article.
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Bibliometric analysis of the global scientific production on machine learning applied to different cancer types.
Ruiz-Fresneda MA, Gijón A, Morales-Álvarez P.
Ruiz-Fresneda MA, et al. Among authors: morales alvarez p.
Environ Sci Pollut Res Int. 2023 Sep;30(42):96125-96137. doi: 10.1007/s11356-023-28576-9. Epub 2023 Aug 11.
Environ Sci Pollut Res Int. 2023.
PMID: 37566331
Free PMC article.
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Probabilistic Attention Based on Gaussian Processes for Deep Multiple Instance Learning.
Schmidt A, Morales-Alvarez P, Molina R.
Schmidt A, et al. Among authors: morales alvarez p.
IEEE Trans Neural Netw Learn Syst. 2023 Feb 22;PP. doi: 10.1109/TNNLS.2023.3245329. Online ahead of print.
IEEE Trans Neural Netw Learn Syst. 2023.
PMID: 37027623
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