Dimopoulos AC - Search Results

1

Combining Multiple RNA-Seq Data Analysis Algorithms Using Machine Learning Improves Differential Isoform Expression Analysis.

Dimopoulos AC, Koukoutegos K, Psomopoulos FE, Moulos P. Dimopoulos AC, et al. Methods Protoc. 2021 Sep 27;4(4):68. doi: 10.3390/mps4040068. Methods Protoc. 2021. PMID: 34698224 Free PMC article.

2

Ten simple rules for making training materials FAIR.

Garcia L, Batut B, Burke ML, Kuzak M, Psomopoulos F, Arcila R, Attwood TK, Beard N, Carvalho-Silva D, Dimopoulos AC, Del Angel VD, Dumontier M, Gurwitz KT, Krause R, McQuilton P, Le Pera L, Morgan SL, Rauste P, Via A, Kahlem P, Rustici G, van Gelder CWG, Palagi PM. Garcia L, et al. Among authors: dimopoulos ac. PLoS Comput Biol. 2020 May 21;16(5):e1007854. doi: 10.1371/journal.pcbi.1007854. eCollection 2020 May. PLoS Comput Biol. 2020. PMID: 32437350 Free PMC article.

3

DOME: recommendations for supervised machine learning validation in biology.

Walsh I, Fishman D, Garcia-Gasulla D, Titma T, Pollastri G; ELIXIR Machine Learning Focus Group; Harrow J, Psomopoulos FE, Tosatto SCE. Walsh I, et al. Nat Methods. 2021 Oct;18(10):1122-1127. doi: 10.1038/s41592-021-01205-4. Nat Methods. 2021. PMID: 34316068 Free article. No abstract available.

4

Author Correction: DOME: recommendations for supervised machine learning validation in biology.

Walsh I, Fishman D, Garcia-Gasulla D, Titma T, Pollastri G; ELIXIR Machine Learning Focus Group; Harrow J, Psomopoulos FE, Tosatto SCE. Walsh I, et al. Nat Methods. 2021 Nov;18(11):1409-1410. doi: 10.1038/s41592-021-01304-2. Nat Methods. 2021. PMID: 34556867 No abstract available.

5

Identifying novel regulatory effects for clinically relevant genes through the study of the Greek population.

Rouskas K, Katsareli EA, Amerikanou C, Dimopoulos AC, Glentis S, Kalantzi A, Skoulakis A, Panousis N, Ongen H, Bielser D, Planchon A, Romano L, Harokopos V, Reczko M, Moulos P, Griniatsos I, Diamantis T, Dermitzakis ET, Ragoussis J, Dedoussis G, Dimas AS. Rouskas K, et al. Among authors: dimopoulos ac. BMC Genomics. 2023 Aug 5;24(1):442. doi: 10.1186/s12864-023-09532-w. BMC Genomics. 2023. PMID: 37543566 Free PMC article.

6

Machine learning methodologies versus cardiovascular risk scores, in predicting disease risk.

Dimopoulos AC, Nikolaidou M, Caballero FF, Engchuan W, Sanchez-Niubo A, Arndt H, Ayuso-Mateos JL, Haro JM, Chatterji S, Georgousopoulou EN, Pitsavos C, Panagiotakos DB. Dimopoulos AC, et al. BMC Med Res Methodol. 2018 Dec 29;18(1):179. doi: 10.1186/s12874-018-0644-1. BMC Med Res Methodol. 2018. PMID: 30594138 Free PMC article.

7

Sociodemographic Indicators of Health Status Using a Machine Learning Approach and Data from the English Longitudinal Study of Aging (ELSA).

Engchuan W, Dimopoulos AC, Tyrovolas S, Caballero FF, Sanchez-Niubo A, Arndt H, Ayuso-Mateos JL, Haro JM, Chatterji S, Panagiotakos DB. Engchuan W, et al. Among authors: dimopoulos ac. Med Sci Monit. 2019 Mar 17;25:1994-2001. doi: 10.12659/MSM.913283. Med Sci Monit. 2019. PMID: 30879019 Free PMC article.

8

A comparison of statistical and machine-learning techniques in evaluating the association between dietary patterns and 10-year cardiometabolic risk (2002-2012): the ATTICA study.

Panaretos D, Koloverou E, Dimopoulos AC, Kouli GM, Vamvakari M, Tzavelas G, Pitsavos C, Panagiotakos DB. Panaretos D, et al. Among authors: dimopoulos ac. Br J Nutr. 2018 Aug;120(3):326-334. doi: 10.1017/S0007114518001150. Epub 2018 May 23. Br J Nutr. 2018. PMID: 29789037

9

A Genetic Risk Score for the Estimation of Weight Loss After Bariatric Surgery.

Katsareli EA, Amerikanou C, Rouskas K, Dimopoulos A, Diamantis T, Alexandrou A, Griniatsos J, Bourgeois S, Dermitzakis E, Ragoussis J, Dimas AS, Dedoussis GV. Katsareli EA, et al. Obes Surg. 2020 Apr;30(4):1482-1490. doi: 10.1007/s11695-019-04320-6. Obes Surg. 2020. PMID: 31898046

10

Exome Sequencing in BRCA1- and BRCA2-Negative Greek Families Identifies MDM1 and NBEAL1 as Candidate Risk Genes for Hereditary Breast Cancer.

Glentis S, Dimopoulos AC, Rouskas K, Ntritsos G, Evangelou E, Narod SA, Mes-Masson AM, Foulkes WD, Rivera B, Tonin PN, Ragoussis J, Dimas AS. Glentis S, et al. Among authors: dimopoulos ac. Front Genet. 2019 Oct 18;10:1005. doi: 10.3389/fgene.2019.01005. eCollection 2019. Front Genet. 2019. PMID: 31681433 Free PMC article.

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