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プロフィール詳細
専門分野
サービス
職務経験
Assistant Professor (Lecturer) in Computer Vision
King's College London
5月 2023 - 現在
Research Fellow in Artificial Intelligence
King's College London
7月 2022 - 4月 2023
Research Associate in Machine Learning and Computer Vision
King's College London
6月 2019 - 6月 2022
Doctoral Researcher in Deep Learning and Computer Vision
University College London
9月 2015 - 12月 2020
Research Scientist
Siemens Healthineers (USA)
3月 2018 - 11月 2018
学歴
Doctor of Philosophy (Ph.D)
University College London
9月 2015 - 12月 2020
認定資格
- 認定資格の詳細は未入力です。
出版物
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. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 5717-5722.
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