Ayushi Sinha

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Russell H. TaylorJohn C. Malone Professor of Computer Science, Johns Hopkins UniversityVerified email at jhu.edu
Gregory HagerMandell Bellmore Professor of Computer Science, Johns Hopkins UniversityVerified email at cs.jhu.edu
Austin ReiterJohns Hopkins UniversityVerified email at cs.jhu.edu
Xingtong LiuSenior Machine Learning Engineer @ Intuitive Surgical; Ph.D. in Computer Science from Johns HopkinsVerified email at intusurg.com
Simon LeonardJohns Hopkins UniversityVerified email at jhu.edu
Mathias UnberathJohns Hopkins UniversityVerified email at jhu.edu
Seth BillingsSenior Professional Staff, Johns Hopkins University Applied Physics LaboratoryVerified email at jhuapl.edu
Nicole VarbleUniversity at BuffaloVerified email at buffalo.edu
Bradford J. WoodNational Institutes of HealthVerified email at nih.gov
Benjamin D. KilleenPh.D. Student, Johns Hopkins UniversityVerified email at jhu.edu
William PritchardNational Institutes of HealthVerified email at nih.gov
William R. Gray-Roncal, Ph.D.Johns Hopkins University Applied Physics LaboratoryVerified email at jhu.edu
Randal BurnsProfessor of Computer Science, Johns Hopkins UniversityVerified email at cs.jhu.edu
Michael KazhdanProfessor of Computer Science, Johns Hopkins UniversityVerified email at cs.jhu.edu
Jeff Lichtmanprofessor of molecular and cellular biology, Harvard UniversityVerified email at mcb.harvard.edu
Narayanan 'Bobby' KasthuriUniversity of Chicago/Argonne National LaboratoryVerified email at uchicago.edu
R. Jacob VogelsteinMind-X Corp, FlashX LLC, Camden Partners NexusVerified email at mind-x.io
Quirina de Ruiter, MSc, PhDNational institutes of healthVerified email at nih.gov
David Z. LiFacebookVerified email at alumni.jh.edu
Joshua T. VogelsteinDept of Biomedical Engineering, Johns Hopkins UniversityVerified email at jhu.edu

Ayushi Sinha

Senior Scientist, Philips Research

Verified email at jhu.edu - Homepage

Machine learning automation medical image analysis statistical shape modeling registration


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Dense depth estimation in monocular endoscopy with self-supervised learning methods X Liu, A Sinha, M Ishii, GD Hager, A Reiter, RH Taylor, M Unberath IEEE Transactions on Medical Imaging 39 (5), 1438-1447, 2020	148	2020
Evaluation and stability analysis of video-based navigation system for functional endoscopic sinus surgery on in vivo clinical data S Leonard, A Sinha, A Reiter, M Ishii, GL Gallia, RH Taylor, GD Hager IEEE transactions on medical imaging 37 (10), 2185-2195, 2018	81	2018
Self-supervised Learning for Dense Depth Estimation in Monocular Endoscopy X Liu, A Sinha, M Unberath, M Ishii, GD Hager, RH Taylor, A Reiter OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy …, 2018	60	2018
Image-based navigation for functional endoscopic sinus surgery using structure from motion S Leonard, A Reiter, A Sinha, M Ishii, RH Taylor, GD Hager SPIE Medical Imaging 9784, 97840V-97840V-7, 2016	38	2016
Automatic segmentation and statistical shape modeling of the paranasal sinuses to estimate natural variations A Sinha, S Leonard, A Reiter, M Ishii, RH Taylor, GD Hager SPIE Medical Imaging 9784, 97840D-97840D-8, 2016	22	2016
Endoscopic-CT: learning-based photometric reconstruction for endoscopic sinus surgery. A Reiter, S Léonard, A Sinha, M Ishii, RH Taylor, GD Hager SPIE Medical Imaging 9784, 978418-978418-6, 2016	21	2016
The deformable most-likely-point paradigm A Sinha, SD Billings, A Reiter, X Liu, M Ishii, GD Hager, RH Taylor Medical image analysis 55, 148-164, 2019	19	2019
Endoscopic navigation in the absence of CT imaging A Sinha, X Liu, A Reiter, M Ishii, GD Hager, RH Taylor International Conference on Medical Image Computing and Computer-Assisted …, 2018	17	2018
Simultaneous segmentation and correspondence improvement using statistical modes A Sinha, A Reiter, S Leonard, M Ishii, GD Hager, RH Taylor SPIE Medical Imaging 10133, 101331B-101331B-8, 2017	14	2017
Anatomically Constrained Video-CT Registration via the V-IMLOP Algorithm SD Billings, A Sinha, A Reiter, S Leonard, M Ishii, GD Hager, RH Taylor International Conference on Medical Image Computing and Computer-Assisted …, 2016	13	2016
Breathing-compensated neural networks for real time C-arm pose estimation in lung CT-fluoroscopy registration BC Lee, A Sinha, N Varble, WF Pritchard, JW Karanian, BJ Wood, ... 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022	7	2022
Neighborhood normalization for robust geometric feature learning X Liu, BD Killeen, A Sinha, M Ishii, GD Hager, RH Taylor, M Unberath Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	6	2021
Endoscopic navigation in the clinic: registration in the absence of preoperative imaging A Sinha, M Ishii, GD Hager, RH Taylor International Journal of Computer Assisted Radiology and Surgery 14, 1495-1506, 2019	6	2019
Deformable registration using shape statistics with applications in sinus surgery A Sinha Johns Hopkins University, 2018	4	2018
Sorting on CUDA A Sinha, K Agrawal Providence College, 2011	2	2011
Determination of Error in 3D CT to 2D Fluoroscopy Image Registration for Endobronchial Guidance N Varble, A Chen, A Sinha, B Lee, Q De Ruiter, B Wood, T Bydlon Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021	1	2021
Self-supervised dense 3D reconstruction from monocular endoscopic video X Liu, A Sinha, M Ishii, GD Hager, RH Taylor, M Unberath arXiv preprint arXiv:1909.03101, 2019	1	2019
Automatic Annotation of Axoplasmic Reticula in Pursuit of Connectomes using High-Resolution Neural EM Data A Sinha, WG Roncal, N Kasthuri, JW Lichtman, R Burns, M Kazhdan Hopkins Imaging Conference, 2013	1*	2013
SYSTEM AND DEVICE CONTROL USING SHAPE CLUSTERING TM Bydlon, ML Flexman, A Sinha, A Popovic, GA Toporek, A Torjesen, ... US Patent App. 18/576,438, 2024		2024
Navigating an interventional device AS Panse, GA Toporek, ML Flexman, A Sinha US Patent App. 18/285,503, 2024		2024

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