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Big Data Challenges in Climate Science.
IEEE Geosci Remote Sens Mag. 2016 Sep 16;Volume 4(Iss 3):10-22. doi: 10.1109/MGRS.2015.2514192.
IEEE Geosci Remote Sens Mag. 2016.
PMID: 31709380
Free PMC article.
Computing: A vision for data science.
Mattmann CA.
Mattmann CA.
Nature. 2013 Jan 24;493(7433):473-5. doi: 10.1038/493473a.
Nature. 2013.
PMID: 23344342
No abstract available.
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Bioinformatics: biomarkers of early detection.
Crichton DJ, Mattmann CA, Thornquist M, Anton K, Hughes JS.
Crichton DJ, et al. Among authors: mattmann ca.
Cancer Biomark. 2010;9(1-6):511-30. doi: 10.3233/CBM-2011-0180.
Cancer Biomark. 2010.
PMID: 22112493
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Technology readiness levels for machine learning systems.
Lavin A, Gilligan-Lee CM, Visnjic A, Ganju S, Newman D, Ganguly S, Lange D, Baydin AG, Sharma A, Gibson A, Zheng S, Xing EP, Mattmann C, Parr J, Gal Y.
Lavin A, et al.
Nat Commun. 2022 Oct 20;13(1):6039. doi: 10.1038/s41467-022-33128-9.
Nat Commun. 2022.
PMID: 36266298
Free PMC article.
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Convcast: An embedded convolutional LSTM based architecture for precipitation nowcasting using satellite data.
Kumar A, Islam T, Sekimoto Y, Mattmann C, Wilson B.
Kumar A, et al.
PLoS One. 2020 Mar 11;15(3):e0230114. doi: 10.1371/journal.pone.0230114. eCollection 2020.
PLoS One. 2020.
PMID: 32160237
Free PMC article.
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