Knudsen BS - Search Results

1

Machine learning approaches to analyze histological images of tissues from radical prostatectomies.

Gertych A, Ing N, Ma Z, Fuchs TJ, Salman S, Mohanty S, Bhele S, Velásquez-Vacca A, Amin MB, Knudsen BS. Gertych A, et al. Among authors: knudsen bs. Comput Med Imaging Graph. 2015 Dec;46 Pt 2(Pt 2):197-208. doi: 10.1016/j.compmedimag.2015.08.002. Epub 2015 Aug 20. Comput Med Imaging Graph. 2015. PMID: 26362074 Free PMC article.

2

A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies.

Li J, Sarma KV, Chung Ho K, Gertych A, Knudsen BS, Arnold CW. Li J, et al. Among authors: knudsen bs. AMIA Annu Symp Proc. 2018 Apr 16;2017:1140-1148. eCollection 2017. AMIA Annu Symp Proc. 2018. PMID: 29854182 Free PMC article.

3

An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies.

Li J, Speier W, Ho KC, Sarma KV, Gertych A, Knudsen BS, Arnold CW. Li J, et al. Among authors: knudsen bs. Comput Med Imaging Graph. 2018 Nov;69:125-133. doi: 10.1016/j.compmedimag.2018.08.003. Epub 2018 Sep 3. Comput Med Imaging Graph. 2018. PMID: 30243216 Free PMC article.

4

Data integration from pathology slides for quantitative imaging of multiple cell types within the tumor immune cell infiltrate.

Ma Z, Shiao SL, Yoshida EJ, Swartwood S, Huang F, Doche ME, Chung AP, Knudsen BS, Gertych A. Ma Z, et al. Among authors: knudsen bs. Diagn Pathol. 2017 Sep 18;12(1):69. doi: 10.1186/s13000-017-0658-8. Diagn Pathol. 2017. PMID: 28923066 Free PMC article.

5

A novel machine learning approach reveals latent vascular phenotypes predictive of renal cancer outcome.

Ing N, Huang F, Conley A, You S, Ma Z, Klimov S, Ohe C, Yuan X, Amin MB, Figlin R, Gertych A, Knudsen BS. Ing N, et al. Among authors: knudsen bs. Sci Rep. 2017 Oct 16;7(1):13190. doi: 10.1038/s41598-017-13196-4. Sci Rep. 2017. PMID: 29038551 Free PMC article.

6

Convolutional neural networks can accurately distinguish four histologic growth patterns of lung adenocarcinoma in digital slides.

Gertych A, Swiderska-Chadaj Z, Ma Z, Ing N, Markiewicz T, Cierniak S, Salemi H, Guzman S, Walts AE, Knudsen BS. Gertych A, et al. Among authors: knudsen bs. Sci Rep. 2019 Feb 6;9(1):1483. doi: 10.1038/s41598-018-37638-9. Sci Rep. 2019. PMID: 30728398 Free PMC article.

7

Effects of tissue decalcification on the quantification of breast cancer biomarkers by digital image analysis.

Gertych A, Mohan S, Maclary S, Mohanty S, Wawrowsky K, Mirocha J, Balzer B, Knudsen BS. Gertych A, et al. Among authors: knudsen bs. Diagn Pathol. 2014 Nov 25;9:213. doi: 10.1186/s13000-014-0213-9. Diagn Pathol. 2014. PMID: 25421113 Free PMC article.

8

Rapid 3-D delineation of cell nuclei for high-content screening platforms.

Gertych A, Ma Z, Tajbakhsh J, Velásquez-Vacca A, Knudsen BS. Gertych A, et al. Among authors: knudsen bs. Comput Biol Med. 2016 Feb 1;69:328-38. doi: 10.1016/j.compbiomed.2015.04.025. Epub 2015 Apr 25. Comput Biol Med. 2016. PMID: 25982066 Free PMC article.

9

Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images.

Li W, Li J, Sarma KV, Ho KC, Shen S, Knudsen BS, Gertych A, Arnold CW. Li W, et al. Among authors: knudsen bs. IEEE Trans Med Imaging. 2019 Apr;38(4):945-954. doi: 10.1109/TMI.2018.2875868. Epub 2018 Oct 12. IEEE Trans Med Imaging. 2019. PMID: 30334752 Free PMC article.

10

Spatial Mapping of Myeloid Cells and Macrophages by Multiplexed Tissue Staining.

Saylor J, Ma Z, Goodridge HS, Huang F, Cress AE, Pandol SJ, Shiao SL, Vidal AC, Wu L, Nickols NG, Gertych A, Knudsen BS. Saylor J, et al. Among authors: knudsen bs. Front Immunol. 2018 Dec 14;9:2925. doi: 10.3389/fimmu.2018.02925. eCollection 2018. Front Immunol. 2018. PMID: 30619287 Free PMC article.

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