Barros RC - Search Results

1

Explainable Machine Learning for COVID-19 Pneumonia Classification With Texture-Based Features Extraction in Chest Radiography.

de Moura LV, Mattjie C, Dartora CM, Barros RC, Marques da Silva AM. de Moura LV, et al. Among authors: barros rc. Front Digit Health. 2022 Jan 17;3:662343. doi: 10.3389/fdgth.2021.662343. eCollection 2021. Front Digit Health. 2022. PMID: 35112097 Free PMC article.

2

Artificial intelligence to predict the need for mechanical ventilation in cases of severe COVID-19.

de Godoy MF, Chatkin JM, Rodrigues RS, Forte GC, Marchiori E, Gavenski N, Barros RC, Hochhegger B. de Godoy MF, et al. Among authors: barros rc. Radiol Bras. 2023 Mar-Apr;56(2):81-85. doi: 10.1590/0100-3984.2022.0049. Radiol Bras. 2023. PMID: 37168039 Free PMC article.

3

Machine learning and big data analytics in bipolar disorder: A position paper from the International Society for Bipolar Disorders Big Data Task Force.

Passos IC, Ballester PL, Barros RC, Librenza-Garcia D, Mwangi B, Birmaher B, Brietzke E, Hajek T, Lopez Jaramillo C, Mansur RB, Alda M, Haarman BCM, Isometsa E, Lam RW, McIntyre RS, Minuzzi L, Kessing LV, Yatham LN, Duffy A, Kapczinski F. Passos IC, et al. Among authors: barros rc. Bipolar Disord. 2019 Nov;21(7):582-594. doi: 10.1111/bdi.12828. Epub 2019 Sep 18. Bipolar Disord. 2019. PMID: 31465619 Review.

4

Unsupervised domain adaptation for medical imaging segmentation with self-ensembling.

Perone CS, Ballester P, Barros RC, Cohen-Adad J. Perone CS, et al. Among authors: barros rc. Neuroimage. 2019 Jul 1;194:1-11. doi: 10.1016/j.neuroimage.2019.03.026. Epub 2019 Mar 19. Neuroimage. 2019. PMID: 30898655

5

Reduction strategies for hierarchical multi-label classification in protein function prediction.

Cerri R, Barros RC, P L F de Carvalho AC, Jin Y. Cerri R, et al. Among authors: barros rc. BMC Bioinformatics. 2016 Sep 15;17(1):373. doi: 10.1186/s12859-016-1232-1. BMC Bioinformatics. 2016. PMID: 27627880 Free PMC article.

6

Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data.

Barros RC, Winck AT, Machado KS, Basgalupp MP, de Carvalho AC, Ruiz DD, de Souza ON. Barros RC, et al. BMC Bioinformatics. 2012 Nov 21;13:310. doi: 10.1186/1471-2105-13-310. BMC Bioinformatics. 2012. PMID: 23171000 Free PMC article.

7

Automatic design of decision-tree algorithms with evolutionary algorithms.

Barros RC, Basgalupp MP, de Carvalho AC, Freitas AA. Barros RC, et al. Evol Comput. 2013 Winter;21(4):659-84. doi: 10.1162/EVCO_a_00101. Epub 2013 Aug 8. Evol Comput. 2013. PMID: 23339552

8

Clustering molecular dynamics trajectories for optimizing docking experiments.

De Paris R, Quevedo CV, Ruiz DD, Norberto de Souza O, Barros RC. De Paris R, et al. Among authors: barros rc. Comput Intell Neurosci. 2015;2015:916240. doi: 10.1155/2015/916240. Epub 2015 Mar 22. Comput Intell Neurosci. 2015. PMID: 25873944 Free PMC article.

9

Outcomes of bilateral temporomandibular joint arthroscopy: an international multicentric prospective study including 524 joints.

Ângelo DF, Ono HY, de Barros RCM, Maffia F, Sanz D, Cardoso HJ. Ângelo DF, et al. Among authors: de barros rcm. Oral Maxillofac Surg. 2024 Oct 28;29(1):2. doi: 10.1007/s10006-024-01299-y. Oral Maxillofac Surg. 2024. PMID: 39466563

10

In silico studies on leishmanicide activity of limonoids and fatty acids from Carapa guianensis Aubl.

de Barros RC, Araujo da Costa R, Farias SDP, de Albuquerque KCO, Marinho AMR, Campos MB, Marinho PSB, Dolabela MF. de Barros RC, et al. Front Chem. 2024 Jul 30;12:1394126. doi: 10.3389/fchem.2024.1394126. eCollection 2024. Front Chem. 2024. PMID: 39139919 Free PMC article.

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