Valentini G - Search Results

1

Metformin is associated with reduced COVID-19 severity in patients with prediabetes.

Chan LE, Casiraghi E, Laraway B, Coleman B, Blau H, Zaman A, Harris NL, Wilkins K, Antony B, Gargano M, Valentini G, Sahner D, Haendel M, Robinson PN, Bramante C, Reese J; N3C consortium. Chan LE, et al. Among authors: valentini g. Diabetes Res Clin Pract. 2022 Dec;194:110157. doi: 10.1016/j.diabres.2022.110157. Epub 2022 Nov 15. Diabetes Res Clin Pract. 2022. PMID: 36400170 Free PMC article.

2

A Whole-Genome Analysis Framework for Effective Identification of Pathogenic Regulatory Variants in Mendelian Disease.

Smedley D, Schubach M, Jacobsen JOB, Köhler S, Zemojtel T, Spielmann M, Jäger M, Hochheiser H, Washington NL, McMurry JA, Haendel MA, Mungall CJ, Lewis SE, Groza T, Valentini G, Robinson PN. Smedley D, et al. Among authors: valentini g. Am J Hum Genet. 2016 Sep 1;99(3):595-606. doi: 10.1016/j.ajhg.2016.07.005. Epub 2016 Aug 25. Am J Hum Genet. 2016. PMID: 27569544 Free PMC article.

3

Imbalance-Aware Machine Learning for Predicting Rare and Common Disease-Associated Non-Coding Variants.

Schubach M, Re M, Robinson PN, Valentini G. Schubach M, et al. Among authors: valentini g. Sci Rep. 2017 Jun 7;7(1):2959. doi: 10.1038/s41598-017-03011-5. Sci Rep. 2017. PMID: 28592878 Free PMC article.

4

Prediction of Human Phenotype Ontology terms by means of hierarchical ensemble methods.

Notaro M, Schubach M, Robinson PN, Valentini G. Notaro M, et al. Among authors: valentini g. BMC Bioinformatics. 2017 Oct 12;18(1):449. doi: 10.1186/s12859-017-1854-y. BMC Bioinformatics. 2017. PMID: 29025394 Free PMC article.

5

Network modeling of patients' biomolecular profiles for clinical phenotype/outcome prediction.

Gliozzo J, Perlasca P, Mesiti M, Casiraghi E, Vallacchi V, Vergani E, Frasca M, Grossi G, Petrini A, Re M, Paccanaro A, Valentini G. Gliozzo J, et al. Among authors: valentini g. Sci Rep. 2020 Feb 27;10(1):3612. doi: 10.1038/s41598-020-60235-8. Sci Rep. 2020. PMID: 32107391 Free PMC article.

6

parSMURF, a high-performance computing tool for the genome-wide detection of pathogenic variants.

Petrini A, Mesiti M, Schubach M, Frasca M, Danis D, Re M, Grossi G, Cappelletti L, Castrignanò T, Robinson PN, Valentini G. Petrini A, et al. Among authors: valentini g. Gigascience. 2020 May 1;9(5):giaa052. doi: 10.1093/gigascience/giaa052. Gigascience. 2020. PMID: 32444882 Free PMC article.

7

HEMDAG: a family of modular and scalable hierarchical ensemble methods to improve Gene Ontology term prediction.

Notaro M, Frasca M, Petrini A, Gliozzo J, Casiraghi E, Robinson PN, Valentini G. Notaro M, et al. Among authors: valentini g. Bioinformatics. 2021 Dec 7;37(23):4526-4533. doi: 10.1093/bioinformatics/btab485. Bioinformatics. 2021. PMID: 34240108

8

Interpretable prioritization of splice variants in diagnostic next-generation sequencing.

Danis D, Jacobsen JOB, Carmody LC, Gargano MA, McMurry JA, Hegde A, Haendel MA, Valentini G, Smedley D, Robinson PN. Danis D, et al. Among authors: valentini g. Am J Hum Genet. 2021 Sep 2;108(9):1564-1577. doi: 10.1016/j.ajhg.2021.06.014. Epub 2021 Jul 21. Am J Hum Genet. 2021. PMID: 34289339 Free PMC article.

9

Interpretable prioritization of splice variants in diagnostic next-generation sequencing.

Danis D, Jacobsen JOB, Carmody LC, Gargano MA, McMurry JA, Hegde A, Haendel MA, Valentini G, Smedley D, Robinson PN. Danis D, et al. Among authors: valentini g. Am J Hum Genet. 2021 Nov 4;108(11):2205. doi: 10.1016/j.ajhg.2021.09.014. Am J Hum Genet. 2021. PMID: 34739835 Free PMC article. No abstract available.

10

Explainable Machine Learning for Early Assessment of COVID-19 Risk Prediction in Emergency Departments.

Casiraghi E, Malchiodi D, Trucco G, Frasca M, Cappelletti L, Fontana T, Esposito AA, Avola E, Jachetti A, Reese J, Rizzi A, Robinson PN, Valentini G. Casiraghi E, et al. Among authors: valentini g. IEEE Access. 2020 Oct 26;8:196299-196325. doi: 10.1109/ACCESS.2020.3034032. eCollection 2020. IEEE Access. 2020. PMID: 34812365 Free PMC article.

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