Prabhu D - Search Results

1

Deep neural networks for A-line-based plaque classification in coronary intravascular optical coherence tomography images.

Kolluru C, Prabhu D, Gharaibeh Y, Bezerra H, Guagliumi G, Wilson D. Kolluru C, et al. Among authors: prabhu d. J Med Imaging (Bellingham). 2018 Oct;5(4):044504. doi: 10.1117/1.JMI.5.4.044504. Epub 2018 Dec 3. J Med Imaging (Bellingham). 2018. PMID: 30525060 Free PMC article.

2

Parameter estimation of atherosclerotic tissue optical properties from three-dimensional intravascular optical coherence tomography.

Gargesha M, Shalev R, Prabhu D, Tanaka K, Rollins AM, Costa M, Bezerra HG, Wilson DL. Gargesha M, et al. Among authors: prabhu d. J Med Imaging (Bellingham). 2015 Jan;2(1):016001. doi: 10.1117/1.JMI.2.1.016001. Epub 2015 Jan 2. J Med Imaging (Bellingham). 2015. PMID: 26158087 Free PMC article.

3

Processing to determine optical parameters of atherosclerotic disease from phantom and clinical intravascular optical coherence tomography three-dimensional pullbacks.

Shalev R, Gargesha M, Prabhu D, Tanaka K, Rollins AM, Lamouche G, Bisaillon CE, Bezerra HG, Ray S, Wilson DL. Shalev R, et al. Among authors: prabhu d. J Med Imaging (Bellingham). 2016 Apr;3(2):024501. doi: 10.1117/1.JMI.3.2.024501. Epub 2016 May 13. J Med Imaging (Bellingham). 2016. PMID: 27213167 Free PMC article.

4

Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation.

Prabhu D, Mehanna E, Gargesha M, Brandt E, Wen D, van Ditzhuijzen NS, Chamie D, Yamamoto H, Fujino Y, Alian A, Patel J, Costa M, Bezerra HG, Wilson DL. Prabhu D, et al. J Med Imaging (Bellingham). 2016 Apr;3(2):026004. doi: 10.1117/1.JMI.3.2.026004. Epub 2016 Jun 28. J Med Imaging (Bellingham). 2016. PMID: 27429997 Free PMC article.

5

Voxel-based plaque classification in coronary intravascular optical coherence tomography images using decision trees.

Kolluru C, Prabhu D, Gharaibeh Y, Wu H, Wilson DL. Kolluru C, et al. Among authors: prabhu d. Proc SPIE Int Soc Opt Eng. 2018 Feb;10575:105752Y. doi: 10.1117/12.2293226. Epub 2018 Feb 27. Proc SPIE Int Soc Opt Eng. 2018. PMID: 29568146 Free PMC article.

6

Classification of calcium in intravascular OCT images for the purpose of intervention planning.

Shalev R, Bezerra HG, Ray S, Prabhu D, Wilson DL. Shalev R, et al. Among authors: prabhu d. Proc SPIE Int Soc Opt Eng. 2016 Mar;9786:978605. doi: 10.1117/12.2216315. Proc SPIE Int Soc Opt Eng. 2016. PMID: 29606786 Free PMC article.

7

Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets.

Prabhu D, Bezerra H, Kolluru C, Gharaibeh Y, Mehanna E, Wu H, Wilson D. Prabhu D, et al. J Biomed Opt. 2019 Oct;24(10):1-15. doi: 10.1117/1.JBO.24.10.106002. J Biomed Opt. 2019. PMID: 31586357 Free PMC article.

8

Automated plaque characterization using deep learning on coronary intravascular optical coherence tomographic images.

Lee J, Prabhu D, Kolluru C, Gharaibeh Y, Zimin VN, Bezerra HG, Wilson DL. Lee J, et al. Among authors: prabhu d. Biomed Opt Express. 2019 Nov 25;10(12):6497-6515. doi: 10.1364/BOE.10.006497. eCollection 2019 Dec 1. Biomed Opt Express. 2019. PMID: 31853413 Free PMC article.

9

Coronary calcification segmentation in intravascular OCT images using deep learning: application to calcification scoring.

Gharaibeh Y, Prabhu D, Kolluru C, Lee J, Zimin V, Bezerra H, Wilson D. Gharaibeh Y, et al. Among authors: prabhu d. J Med Imaging (Bellingham). 2019 Oct;6(4):045002. doi: 10.1117/1.JMI.6.4.045002. Epub 2019 Dec 27. J Med Imaging (Bellingham). 2019. PMID: 31903407 Free PMC article.

10

Fully automated plaque characterization in intravascular OCT images using hybrid convolutional and lumen morphology features.

Lee J, Prabhu D, Kolluru C, Gharaibeh Y, Zimin VN, Dallan LAP, Bezerra HG, Wilson DL. Lee J, et al. Among authors: prabhu d. Sci Rep. 2020 Feb 13;10(1):2596. doi: 10.1038/s41598-020-59315-6. Sci Rep. 2020. PMID: 32054895 Free PMC article.

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