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Early diagnosis of candidemia with explainable machine learning on automatically extracted laboratory and microbiological data: results of the AUTO-CAND project.
Ann Med. 2023;55(2):2285454. doi: 10.1080/07853890.2023.2285454. Epub 2023 Nov 27.
Ann Med. 2023.
PMID: 38010342
Free PMC article.
Validation of an Automated System for the Extraction of a Wide Dataset for Clinical Studies Aimed at Improving the Early Diagnosis of Candidemia.
Giacobbe DR, Mora S, Signori A, Russo C, Brucci G, Campi C, Guastavino S, Marelli C, Limongelli A, Vena A, Mikulska M, Marchese A, Di Biagio A, Giacomini M, Bassetti M.
Giacobbe DR, et al. Among authors: guastavino s.
Diagnostics (Basel). 2023 Mar 3;13(5):961. doi: 10.3390/diagnostics13050961.
Diagnostics (Basel). 2023.
PMID: 36900105
Free PMC article.
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Explainable and Interpretable Machine Learning for Antimicrobial Stewardship: Opportunities and Challenges.
Giacobbe DR, Marelli C, Guastavino S, Mora S, Rosso N, Signori A, Campi C, Giacomini M, Bassetti M.
Giacobbe DR, et al. Among authors: guastavino s.
Clin Ther. 2024 Mar 21:S0149-2918(24)00065-1. doi: 10.1016/j.clinthera.2024.02.010. Online ahead of print.
Clin Ther. 2024.
PMID: 38519371
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Prediction of severe thunderstorm events with ensemble deep learning and radar data.
Guastavino S, Piana M, Tizzi M, Cassola F, Iengo A, Sacchetti D, Solazzo E, Benvenuto F.
Guastavino S, et al.
Sci Rep. 2022 Nov 21;12(1):20049. doi: 10.1038/s41598-022-23306-6.
Sci Rep. 2022.
PMID: 36414648
Free PMC article.
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Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning.
Guastavino S, Piana M, Benvenuto F.
Guastavino S, et al.
IEEE Trans Neural Netw Learn Syst. 2024 Feb;35(2):1993-2002. doi: 10.1109/TNNLS.2022.3186068. Epub 2024 Feb 5.
IEEE Trans Neural Netw Learn Syst. 2024.
PMID: 35776819
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Predictive equations not always overestimate the resting energy expenditure in amyotrophic lateral sclerosis patients.
Liberé GP, Guastavino S, Escobar MA, De Vito EL.
Liberé GP, et al. Among authors: guastavino s.
Nutr Metab (Lond). 2011 Jun 30;8(1):47. doi: 10.1186/1743-7075-8-47.
Nutr Metab (Lond). 2011.
PMID: 21718497
Free PMC article.
No abstract available.
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