Wang G - Search Results

1

Editorial for special issue on explainable and generalizable deep learning methods for medical image computing.

Wang G, Zhang S, Huang X, Vercauteren T, Metaxas D. Wang G, et al. Med Image Anal. 2023 Feb;84:102727. doi: 10.1016/j.media.2022.102727. Epub 2022 Dec 8. Med Image Anal. 2023. PMID: 36525844 No abstract available.

2

A new segmentation framework based on sparse shape composition in liver surgery planning system.

Wang G, Zhang S, Li F, Gu L. Wang G, et al. Med Phys. 2013 May;40(5):051913. doi: 10.1118/1.4802215. Med Phys. 2013. PMID: 23635283 Free PMC article.

3

A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning.

Wang G, Zhang S, Xie H, Metaxas DN, Gu L. Wang G, et al. Med Image Anal. 2015 Jan;19(1):176-86. doi: 10.1016/j.media.2014.10.003. Epub 2014 Oct 23. Med Image Anal. 2015. PMID: 25461336

4

Slic-Seg: A minimally interactive segmentation of the placenta from sparse and motion-corrupted fetal MRI in multiple views.

Wang G, Zuluaga MA, Pratt R, Aertsen M, Doel T, Klusmann M, David AL, Deprest J, Vercauteren T, Ourselin S. Wang G, et al. Med Image Anal. 2016 Dec;34:137-147. doi: 10.1016/j.media.2016.04.009. Epub 2016 May 3. Med Image Anal. 2016. PMID: 27179367 Free PMC article.

5

NiftyNet: a deep-learning platform for medical imaging.

Gibson E, Li W, Sudre C, Fidon L, Shakir DI, Wang G, Eaton-Rosen Z, Gray R, Doel T, Hu Y, Whyntie T, Nachev P, Modat M, Barratt DC, Ourselin S, Cardoso MJ, Vercauteren T. Gibson E, et al. Among authors: wang g. Comput Methods Programs Biomed. 2018 May;158:113-122. doi: 10.1016/j.cmpb.2018.01.025. Epub 2018 Jan 31. Comput Methods Programs Biomed. 2018. PMID: 29544777 Free PMC article.

6

Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning.

Wang G, Li W, Zuluaga MA, Pratt R, Patel PA, Aertsen M, Doel T, David AL, Deprest J, Ourselin S, Vercauteren T. Wang G, et al. IEEE Trans Med Imaging. 2018 Jul;37(7):1562-1573. doi: 10.1109/TMI.2018.2791721. IEEE Trans Med Imaging. 2018. PMID: 29969407 Free PMC article.

7

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation.

Wang G, Zuluaga MA, Li W, Pratt R, Patel PA, Aertsen M, Doel T, David AL, Deprest J, Ourselin S, Vercauteren T. Wang G, et al. IEEE Trans Pattern Anal Mach Intell. 2019 Jul;41(7):1559-1572. doi: 10.1109/TPAMI.2018.2840695. Epub 2018 Jun 1. IEEE Trans Pattern Anal Mach Intell. 2019. PMID: 29993532 Free PMC article.

8

Weakly-supervised convolutional neural networks for multimodal image registration.

Hu Y, Modat M, Gibson E, Li W, Ghavami N, Bonmati E, Wang G, Bandula S, Moore CM, Emberton M, Ourselin S, Noble JA, Barratt DC, Vercauteren T. Hu Y, et al. Among authors: wang g. Med Image Anal. 2018 Oct;49:1-13. doi: 10.1016/j.media.2018.07.002. Epub 2018 Jul 4. Med Image Anal. 2018. PMID: 30007253 Free PMC article.

9

Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation.

Wang G, Li W, Ourselin S, Vercauteren T. Wang G, et al. Front Comput Neurosci. 2019 Aug 13;13:56. doi: 10.3389/fncom.2019.00056. eCollection 2019. Front Comput Neurosci. 2019. PMID: 31456678 Free PMC article.

10

Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks.

Wang G, Li W, Aertsen M, Deprest J, Ourselin S, Vercauteren T. Wang G, et al. Neurocomputing (Amst). 2019 Sep 3;335:34-45. doi: 10.1016/j.neucom.2019.01.103. Epub 2019 Feb 7. Neurocomputing (Amst). 2019. PMID: 31595105 Free PMC article.

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