Rubin DL - Search Results

1

Distributed deep learning networks among institutions for medical imaging.

Chang K, Balachandar N, Lam C, Yi D, Brown J, Beers A, Rosen B, Rubin DL, Kalpathy-Cramer J. Chang K, et al. Among authors: rubin dl. J Am Med Inform Assoc. 2018 Aug 1;25(8):945-954. doi: 10.1093/jamia/ocy017. J Am Med Inform Assoc. 2018. PMID: 29617797 Free PMC article.

2

Automatic classification of mammography reports by BI-RADS breast tissue composition class.

Percha B, Nassif H, Lipson J, Burnside E, Rubin D. Percha B, et al. J Am Med Inform Assoc. 2012 Sep-Oct;19(5):913-6. doi: 10.1136/amiajnl-2011-000607. Epub 2012 Jan 29. J Am Med Inform Assoc. 2012. PMID: 22291166 Free PMC article.

3

Dynamic contrast-enhanced MRI-based biomarkers of therapeutic response in triple-negative breast cancer.

Golden DI, Lipson JA, Telli ML, Ford JM, Rubin DL. Golden DI, et al. Among authors: rubin dl. J Am Med Inform Assoc. 2013 Nov-Dec;20(6):1059-66. doi: 10.1136/amiajnl-2012-001460. Epub 2013 Jun 19. J Am Med Inform Assoc. 2013. PMID: 23785100 Free PMC article.

4

Quantitative Imaging in Cancer Clinical Trials.

Yankeelov TE, Mankoff DA, Schwartz LH, Lieberman FS, Buatti JM, Mountz JM, Erickson BJ, Fennessy FM, Huang W, Kalpathy-Cramer J, Wahl RL, Linden HM, Kinahan PE, Zhao B, Hylton NM, Gillies RJ, Clarke L, Nordstrom R, Rubin DL. Yankeelov TE, et al. Among authors: rubin dl. Clin Cancer Res. 2016 Jan 15;22(2):284-90. doi: 10.1158/1078-0432.CCR-14-3336. Clin Cancer Res. 2016. PMID: 26773162 Free PMC article. Review.

5

Automated Grading of Gliomas using Deep Learning in Digital Pathology Images: A modular approach with ensemble of convolutional neural networks.

Ertosun MG, Rubin DL. Ertosun MG, et al. Among authors: rubin dl. AMIA Annu Symp Proc. 2015 Nov 5;2015:1899-908. eCollection 2015. AMIA Annu Symp Proc. 2015. PMID: 26958289 Free PMC article.

6

Radiomics of Lung Nodules: A Multi-Institutional Study of Robustness and Agreement of Quantitative Imaging Features.

Kalpathy-Cramer J, Mamomov A, Zhao B, Lu L, Cherezov D, Napel S, Echegaray S, Rubin D, McNitt-Gray M, Lo P, Sieren JC, Uthoff J, Dilger SK, Driscoll B, Yeung I, Hadjiiski L, Cha K, Balagurunathan Y, Gillies R, Goldgof D. Kalpathy-Cramer J, et al. Tomography. 2016 Dec;2(4):430-437. doi: 10.18383/j.tom.2016.00235. Tomography. 2016. PMID: 28149958 Free PMC article.

7

Computational Challenges and Collaborative Projects in the NCI Quantitative Imaging Network.

Farahani K, Kalpathy-Cramer J, Chenevert TL, Rubin DL, Sunderland JJ, Nordstrom RJ, Buatti J, Hylton N. Farahani K, et al. Among authors: rubin dl. Tomography. 2016 Dec;2(4):242-249. doi: 10.18383/j.tom.2016.00265. Tomography. 2016. PMID: 28798963 Free PMC article.

8

Retinal Lesion Detection With Deep Learning Using Image Patches.

Lam C, Yu C, Huang L, Rubin D. Lam C, et al. Invest Ophthalmol Vis Sci. 2018 Jan 1;59(1):590-596. doi: 10.1167/iovs.17-22721. Invest Ophthalmol Vis Sci. 2018. PMID: 29372258 Free PMC article.

9

Differential Data Augmentation Techniques for Medical Imaging Classification Tasks.

Hussain Z, Gimenez F, Yi D, Rubin D. Hussain Z, et al. AMIA Annu Symp Proc. 2018 Apr 16;2017:979-984. eCollection 2017. AMIA Annu Symp Proc. 2018. PMID: 29854165 Free PMC article.

10

Assessment of Convolutional Neural Networks for Automated Classification of Chest Radiographs.

Dunnmon JA, Yi D, Langlotz CP, Ré C, Rubin DL, Lungren MP. Dunnmon JA, et al. Among authors: rubin dl. Radiology. 2019 Feb;290(2):537-544. doi: 10.1148/radiol.2018181422. Epub 2018 Nov 13. Radiology. 2019. PMID: 30422093 Free PMC article.

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