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Profile Details
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USD 140 /hr
Hire Dr. Luis Carlos G.
United Kingdom
USD 140 /hr

Research Associate in Computer Vision and Machine Learning

Profile Summary
Subject Matter Expertise
Services
Work Experience

Research Scientist

Siemens Healthineers (USA)

March 2018 - November 2018

Education

Doctor of Philosophy (Ph.D)

University College London

September 2015 - December 2020

Certifications
  • Certification details not provided.
Publications
JOURNAL ARTICLE
(2021). Image Compositing for Segmentation of Surgical Tools without Manual Annotations . IEEE Transactions on Medical Imaging.
(2020). Intrapapillary capillary loop classification in magnification endoscopy: open dataset and baseline methodology . International Journal of Computer Assisted Radiology and Surgery.
CONFERENCE PAPER
Garc{\'i}a-Peraza-Herrera, Luis C. and Li, Wenqi and Gruijthuijsen, Caspar and Devreker, Alain and Attilakos, George and Deprest, Jan and Vander Poorten, Emmanuel and Stoyanov, Danail and Vercauteren, Tom and Ourselin, S{\'e}bastien(2017). Real-Time Segmentation of Non-rigid Surgical Tools Based on Deep Learning and Tracking. Computer-Assisted and Robotic Endoscopy. p. 84--95. Springer International Publishing
L. C. {García-Peraza-Herrera} and W. {Li} and L. {Fidon} and C. {Gruijthuijsen} and A. {Devreker} and G. {Attilakos} and J. {Deprest} and E. V. {Poorten} and D. {Stoyanov} and T. {Vercauteren} and S. {Ourselin}(2017). ToolNet: Holistically-nested real-time segmentation of robotic surgical tools . 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). p. 5717-5722.