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Picture for Ayushi Sinha

Ayushi Sinha

Department of Computer Science, The Johns Hopkins University, Baltimore, MD

Learning Representations of Endoscopic Videos to Detect Tool Presence Without Supervision


Aug 27, 2020
David Z. Li, Masaru Ishii, Russell H. Taylor, Gregory D. Hager, Ayushi Sinha

* 10 pages, 4 figures, CLIP 2020 

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Self-supervised Dense 3D Reconstruction from Monocular Endoscopic Video


Sep 06, 2019
Xingtong Liu, Ayushi Sinha, Masaru Ishii, Gregory D. Hager, Russell H. Taylor, Mathias Unberath


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Self-supervised Learning for Dense Depth Estimation in Monocular Endoscopy


Feb 20, 2019
Xingtong Liu, Ayushi Sinha, Masaru Ishii, Gregory D. Hager, Austin Reiter, Russell H. Taylor, Mathias Unberath


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Towards automatic initialization of registration algorithms using simulated endoscopy images


Jun 28, 2018
Ayushi Sinha, Masaru Ishii, Russell H. Taylor, Gregory D. Hager, Austin Reiter

* 4 pages, 4 figures 

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Endoscopic navigation in the absence of CT imaging


Jun 08, 2018
Ayushi Sinha, Xingtong Liu, Austin Reiter, Masaru Ishii, Gregory D. Hager, Russell H. Taylor

* 8 pages, 3 figures, MICCAI 2018 

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Anatomically Constrained Video-CT Registration via the V-IMLOP Algorithm


Oct 25, 2016
Seth D. Billings, Ayushi Sinha, Austin Reiter, Simon Leonard, Masaru Ishii, Gregory D. Hager, Russell H. Taylor

* Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part III. Vol. 9902, pp. 133-141 
* 8 pages, 4 figures, MICCAI 

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Automatic Annotation of Axoplasmic Reticula in Pursuit of Connectomes using High-Resolution Neural EM Data


Apr 16, 2014
Ayushi Sinha, William Gray Roncal, Narayanan Kasthuri, Jeff W. Lichtman, Randal Burns, Michael Kazhdan

* 2 pages, 1 figure; The 3rd Annual Hopkins Imaging Conference, The Johns Hopkins University, Baltimore, MD 

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Automatic Annotation of Axoplasmic Reticula in Pursuit of Connectomes


Apr 16, 2014
Ayushi Sinha, William Gray Roncal, Narayanan Kasthuri, Ming Chuang, Priya Manavalan, Dean M. Kleissas, Joshua T. Vogelstein, R. Jacob Vogelstein, Randal Burns, Jeff W. Lichtman, Michael Kazhdan

* 2 pages, 1 figure 

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