Gattass M - Search Results

1

Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning.

Diniz JOB, Quintanilha DBP, Santos Neto AC, da Silva GLF, Ferreira JL, Netto SMB, Araújo JDL, Da Cruz LB, Silva TFB, da S Martins CM, Ferreira MM, Rego VG, Boaro JMC, Cipriano CLS, Silva AC, de Paiva AC, Junior GB, de Almeida JDS, Nunes RA, Mogami R, Gattass M. Diniz JOB, et al. Among authors: gattass m. Multimed Tools Appl. 2021;80(19):29367-29399. doi: 10.1007/s11042-021-11153-y. Epub 2021 Jun 24. Multimed Tools Appl. 2021. PMID: 34188605 Free PMC article.

2

Diagnosis of solitary lung nodules using the local form of Ripley's K function applied to three-dimensional CT data.

da Silva EC, Silva AC, de Paiva AC, Nunes RA, Gattass M. da Silva EC, et al. Among authors: gattass m. Comput Methods Programs Biomed. 2008 Jun;90(3):230-9. doi: 10.1016/j.cmpb.2008.02.003. Epub 2008 Apr 9. Comput Methods Programs Biomed. 2008. PMID: 18403042

3

Computer-aided diagnosis system for lung nodules based on computed tomography using shape analysis, a genetic algorithm, and SVM.

de Carvalho Filho AO, Silva AC, de Paiva AC, Nunes RA, Gattass M. de Carvalho Filho AO, et al. Among authors: gattass m. Med Biol Eng Comput. 2017 Aug;55(8):1129-1146. doi: 10.1007/s11517-016-1577-7. Epub 2016 Oct 3. Med Biol Eng Comput. 2017. PMID: 27699621

4

Kidney segmentation from computed tomography images using deep neural network.

da Cruz LB, Araújo JDL, Ferreira JL, Diniz JOB, Silva AC, de Almeida JDS, de Paiva AC, Gattass M. da Cruz LB, et al. Among authors: gattass m. Comput Biol Med. 2020 Aug;123:103906. doi: 10.1016/j.compbiomed.2020.103906. Epub 2020 Jul 11. Comput Biol Med. 2020. PMID: 32768047 Free article.

5

Automatic method for classifying COVID-19 patients based on chest X-ray images, using deep features and PSO-optimized XGBoost.

Dias Júnior DA, da Cruz LB, Bandeira Diniz JO, França da Silva GL, Junior GB, Silva AC, de Paiva AC, Nunes RA, Gattass M. Dias Júnior DA, et al. Among authors: gattass m. Expert Syst Appl. 2021 Nov 30;183:115452. doi: 10.1016/j.eswa.2021.115452. Epub 2021 Jun 22. Expert Syst Appl. 2021. PMID: 34177133 Free PMC article.

6

Bayesian convolutional neural network estimation for pediatric pneumonia detection and diagnosis.

Fernandes V, Junior GB, de Paiva AC, Silva AC, Gattass M. Fernandes V, et al. Among authors: gattass m. Comput Methods Programs Biomed. 2021 Sep;208:106259. doi: 10.1016/j.cmpb.2021.106259. Epub 2021 Jul 7. Comput Methods Programs Biomed. 2021. PMID: 34273674

7

Liver segmentation from computed tomography images using cascade deep learning.

Araújo JDL, da Cruz LB, Diniz JOB, Ferreira JL, Silva AC, de Paiva AC, Gattass M. Araújo JDL, et al. Among authors: gattass m. Comput Biol Med. 2022 Jan;140:105095. doi: 10.1016/j.compbiomed.2021.105095. Epub 2021 Dec 1. Comput Biol Med. 2022. PMID: 34902610

8

3D shape analysis to reduce false positives for lung nodule detection systems.

Filho AOC, Silva AC, de Paiva AC, Nunes RA, Gattass M. Filho AOC, et al. Among authors: gattass m. Med Biol Eng Comput. 2017 Aug;55(8):1199-1213. doi: 10.1007/s11517-016-1582-x. Epub 2016 Oct 17. Med Biol Eng Comput. 2017. PMID: 27752930

9

Diagnosis of lung nodule using semivariogram and geometric measures in computerized tomography images.

Silva AC, Carvalho PC, Gattass M. Silva AC, et al. Among authors: gattass m. Comput Methods Programs Biomed. 2005 Jul;79(1):31-8. doi: 10.1016/j.cmpb.2004.12.008. Comput Methods Programs Biomed. 2005. PMID: 15908037

10

Automatic detection of solitary lung nodules using quality threshold clustering, genetic algorithm and diversity index.

de Carvalho Filho AO, de Sampaio WB, Silva AC, de Paiva AC, Nunes RA, Gattass M. de Carvalho Filho AO, et al. Among authors: gattass m. Artif Intell Med. 2014 Mar;60(3):165-77. doi: 10.1016/j.artmed.2013.11.002. Epub 2013 Nov 16. Artif Intell Med. 2014. PMID: 24332156

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