Martel AL - Search Results

1

Self-supervised driven consistency training for annotation efficient histopathology image analysis.

Srinidhi CL, Kim SW, Chen FD, Martel AL. Srinidhi CL, et al. Among authors: martel al. Med Image Anal. 2022 Jan;75:102256. doi: 10.1016/j.media.2021.102256. Epub 2021 Oct 13. Med Image Anal. 2022. PMID: 34717189

2

A graph-based lesion characterization and deep embedding approach for improved computer-aided diagnosis of nonmass breast MRI lesions.

Gallego-Ortiz C, Martel AL. Gallego-Ortiz C, et al. Among authors: martel al. Med Image Anal. 2019 Jan;51:116-124. doi: 10.1016/j.media.2018.10.011. Epub 2018 Nov 2. Med Image Anal. 2019. PMID: 30412826

3

BIAS: Transparent reporting of biomedical image analysis challenges.

Maier-Hein L, Reinke A, Kozubek M, Martel AL, Arbel T, Eisenmann M, Hanbury A, Jannin P, Müller H, Onogur S, Saez-Rodriguez J, van Ginneken B, Kopp-Schneider A, Landman BA. Maier-Hein L, et al. Among authors: martel al. Med Image Anal. 2020 Dec;66:101796. doi: 10.1016/j.media.2020.101796. Epub 2020 Aug 21. Med Image Anal. 2020. PMID: 32911207 Free PMC article.

4

Deep neural network models for computational histopathology: A survey.

Srinidhi CL, Ciga O, Martel AL. Srinidhi CL, et al. Among authors: martel al. Med Image Anal. 2021 Jan;67:101813. doi: 10.1016/j.media.2020.101813. Epub 2020 Sep 25. Med Image Anal. 2021. PMID: 33049577 Free PMC article. Review.

5

Learning to segment images with classification labels.

Ciga O, Martel AL. Ciga O, et al. Among authors: martel al. Med Image Anal. 2021 Feb;68:101912. doi: 10.1016/j.media.2020.101912. Epub 2020 Nov 19. Med Image Anal. 2021. PMID: 33260115

6

Loss odyssey in medical image segmentation.

Ma J, Chen J, Ng M, Huang R, Li Y, Li C, Yang X, Martel AL. Ma J, et al. Among authors: martel al. Med Image Anal. 2021 Jul;71:102035. doi: 10.1016/j.media.2021.102035. Epub 2021 Mar 19. Med Image Anal. 2021. PMID: 33813286 Review.

7

A constrained independent component analysis technique for artery-vein separation of two-photon laser scanning microscopy images of the cerebral microvasculature.

Mehrabian H, Lindvere L, Stefanovic B, Martel AL. Mehrabian H, et al. Among authors: martel al. Med Image Anal. 2012 Jan;16(1):239-51. doi: 10.1016/j.media.2011.08.002. Epub 2011 Aug 25. Med Image Anal. 2012. PMID: 21937257

8

A Cluster-then-label Semi-supervised Learning Approach for Pathology Image Classification.

Peikari M, Salama S, Nofech-Mozes S, Martel AL. Peikari M, et al. Among authors: martel al. Sci Rep. 2018 May 8;8(1):7193. doi: 10.1038/s41598-018-24876-0. Sci Rep. 2018. PMID: 29739993 Free PMC article.

9

A fast method of generating pharmacokinetic maps from dynamic contrast-enhanced images of the breast.

Martel AL. Martel AL. Med Image Comput Comput Assist Interv. 2006;9(Pt 2):101-8. doi: 10.1007/11866763_13. Med Image Comput Comput Assist Interv. 2006. PMID: 17354761

10

A general PDE-framework for registration of contrast enhanced images.

Ebrahimi M, Martel AL. Ebrahimi M, et al. Among authors: martel al. Med Image Comput Comput Assist Interv. 2009;12(Pt 1):811-9. doi: 10.1007/978-3-642-04268-3_100. Med Image Comput Comput Assist Interv. 2009. PMID: 20426063

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