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Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs.
Comput Biol Med. 2021 May;132:104335. doi: 10.1016/j.compbiomed.2021.104335. Epub 2021 Mar 16.
Comput Biol Med. 2021.
PMID: 33812263
Free PMC article.
CML-Cardio: a cascade machine learning model to predict cardiovascular disease risk as a primary prevention strategy.
Oliveira BAS, Castro GZ, Ferreira GLM, Guimarães FG.
Oliveira BAS, et al. Among authors: guimaraes fg.
Med Biol Eng Comput. 2023 Jun;61(6):1409-1425. doi: 10.1007/s11517-022-02757-z. Epub 2023 Jan 31.
Med Biol Eng Comput. 2023.
PMID: 36719564
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A systematic review and repeatability study on the use of deep learning for classifying and detecting tuberculosis bacilli in microscopic images.
Mota Carvalho TF, Santos VLA, Silva JCF, Figueredo LJA, de Miranda SS, Duarte RO, Guimarães FG.
Mota Carvalho TF, et al. Among authors: guimaraes fg.
Prog Biophys Mol Biol. 2023 Jul-Aug;180-181:1-18. doi: 10.1016/j.pbiomolbio.2023.03.002. Epub 2023 Apr 5.
Prog Biophys Mol Biol. 2023.
PMID: 37023799
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