Silva CA - Search Results

1

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS).

Menze BH, Jakab A, Bauer S, Kalpathy-Cramer J, Farahani K, Kirby J, Burren Y, Porz N, Slotboom J, Wiest R, Lanczi L, Gerstner E, Weber MA, Arbel T, Avants BB, Ayache N, Buendia P, Collins DL, Cordier N, Corso JJ, Criminisi A, Das T, Delingette H, Demiralp Ç, Durst CR, Dojat M, Doyle S, Festa J, Forbes F, Geremia E, Glocker B, Golland P, Guo X, Hamamci A, Iftekharuddin KM, Jena R, John NM, Konukoglu E, Lashkari D, Mariz JA, Meier R, Pereira S, Precup D, Price SJ, Raviv TR, Reza SM, Ryan M, Sarikaya D, Schwartz L, Shin HC, Shotton J, Silva CA, Sousa N, Subbanna NK, Szekely G, Taylor TJ, Thomas OM, Tustison NJ, Unal G, Vasseur F, Wintermark M, Ye DH, Zhao L, Zhao B, Zikic D, Prastawa M, Reyes M, Van Leemput K. Menze BH, et al. Among authors: silva ca. IEEE Trans Med Imaging. 2015 Oct;34(10):1993-2024. doi: 10.1109/TMI.2014.2377694. Epub 2014 Dec 4. IEEE Trans Med Imaging. 2015. PMID: 25494501 Free PMC article. Review.

2

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images.

Pereira S, Pinto A, Alves V, Silva CA. Pereira S, et al. Among authors: silva ca. IEEE Trans Med Imaging. 2016 May;35(5):1240-1251. doi: 10.1109/TMI.2016.2538465. Epub 2016 Mar 4. IEEE Trans Med Imaging. 2016. PMID: 26960222

3

Adaptive Feature Recombination and Recalibration for Semantic Segmentation With Fully Convolutional Networks.

Pereira S, Pinto A, Amorim J, Ribeiro A, Alves V, Silva CA. Pereira S, et al. Among authors: silva ca. IEEE Trans Med Imaging. 2019 Dec;38(12):2914-2925. doi: 10.1109/TMI.2019.2918096. Epub 2019 May 20. IEEE Trans Med Imaging. 2019. PMID: 31135354

4

Brain Tumour Segmentation based on Extremely Randomized Forest with high-level features.

Pinto A, Pereira S, Correia H, Oliveira J, Rasteiro DM, Silva CA. Pinto A, et al. Among authors: silva ca. Annu Int Conf IEEE Eng Med Biol Soc. 2015 Aug;2015:3037-40. doi: 10.1109/EMBC.2015.7319032. Annu Int Conf IEEE Eng Med Biol Soc. 2015. PMID: 26736932

5

Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation.

Pereira S, Meier R, McKinley R, Wiest R, Alves V, Silva CA, Reyes M. Pereira S, et al. Among authors: silva ca. Med Image Anal. 2018 Feb;44:228-244. doi: 10.1016/j.media.2017.12.009. Epub 2017 Dec 20. Med Image Anal. 2018. PMID: 29289703

6

Combining unsupervised and supervised learning for predicting the final stroke lesion.

Pinto A, Pereira S, Meier R, Wiest R, Alves V, Reyes M, Silva CA. Pinto A, et al. Among authors: silva ca. Med Image Anal. 2021 Apr;69:101888. doi: 10.1016/j.media.2020.101888. Epub 2020 Dec 24. Med Image Anal. 2021. PMID: 33387909

7

Automatic brain tissue segmentation in MR images using Random Forests and Conditional Random Fields.

Pereira S, Pinto A, Oliveira J, Mendrik AM, Correia JH, Silva CA. Pereira S, et al. Among authors: silva ca. J Neurosci Methods. 2016 Sep 1;270:111-123. doi: 10.1016/j.jneumeth.2016.06.017. Epub 2016 Jun 18. J Neurosci Methods. 2016. PMID: 27329005

8

MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans.

Mendrik AM, Vincken KL, Kuijf HJ, Breeuwer M, Bouvy WH, de Bresser J, Alansary A, de Bruijne M, Carass A, El-Baz A, Jog A, Katyal R, Khan AR, van der Lijn F, Mahmood Q, Mukherjee R, van Opbroek A, Paneri S, Pereira S, Persson M, Rajchl M, Sarikaya D, Smedby Ö, Silva CA, Vrooman HA, Vyas S, Wang C, Zhao L, Biessels GJ, Viergever MA. Mendrik AM, et al. Among authors: silva ca. Comput Intell Neurosci. 2015;2015:813696. doi: 10.1155/2015/813696. Epub 2015 Dec 2. Comput Intell Neurosci. 2015. PMID: 26759553 Free PMC article.

9

On the Interpretability of Artificial Intelligence in Radiology: Challenges and Opportunities.

Reyes M, Meier R, Pereira S, Silva CA, Dahlweid FM, von Tengg-Kobligk H, Summers RM, Wiest R. Reyes M, et al. Among authors: silva ca. Radiol Artif Intell. 2020 May 27;2(3):e190043. doi: 10.1148/ryai.2020190043. Radiol Artif Intell. 2020. PMID: 32510054 Free PMC article. Review.

10

Sparse high order potentials for extending multi-surface segmentation of OCT images with drusen.

Oliveira J, Pereira S, Goncalves L, Ferreira M, Silva CA. Oliveira J, et al. Among authors: silva ca. Annu Int Conf IEEE Eng Med Biol Soc. 2015 Aug;2015:2952-5. doi: 10.1109/EMBC.2015.7319011. Annu Int Conf IEEE Eng Med Biol Soc. 2015. PMID: 26736911

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