CV
Curriculum vitae of Guiqiu Liao.
Contact Information
| Name | Guiqiu Liao |
Experience
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2023 - Philadelphia, PA, USA
Postdoctoral Researcher
Penn Medicine, University of Pennsylvania
Developing data-driven AI for surgery.
- {“Mentors”=>”Daniel A. Hashimoto, Eric Eaton, and Kostas Daniilidis.”}
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2019 - 2023 Strasbourg, France
Researcher
ICUBE Laboratory, University of Strasbourg
Worked on catheterized and robotized optical coherence tomography for surgical endoscopy.
- Developed automatic OCT control for the colon with a robotic surgical endoscope.
- Led system integration, research coordination, and master student supervision.
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2021 - 2021 Verona, Italy
Researcher
ALTAIR Laboratory, University of Verona
Worked on catheter image segmentation and privacy-preserving learning for OCT and IVUS.
- Developed a privacy-preserving federated learning pipeline for multi-institution imaging.
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2019 - 2019 Shanghai, China
Computer Vision Algorithm Engineer Intern
Eastimage Equipment Co., Ltd.
Developed deep-learning-based visual inspection algorithms for X-ray imaging.
Summary
- Researcher at the University of Pennsylvania working on AI for surgery, surgical robotics, and medical imaging.
- Former Marie Sklodowska-Curie doctoral fellow in the ATLAS project spanning the University of Strasbourg and the University of Verona.
Education
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2019 - 2023 Strasbourg, France and Verona, Italy
Double PhD
University of Strasbourg and University of Verona
Informatics Science and Computer Science
- Marie Sklodowska-Curie Fellowship.
- {“Thesis”=>”Analysis and correction of OCT images for the control of robotic flexible endoscopes.”}
- {“Supervisors”=>”Michalina J. Gora and Diego D’Allaba.”}
- {“Directors”=>”Michel de Mathelin and Paolo Fiorini.”}
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2016 - 2019 Shanghai, China
Master
Shanghai Jiao Tong University
Instrument Science and Technology
- {“GPA”=>”3.48/4.0.”}
- {“Thesis”=>”Research on Reliability Enhancement for Navigation and Control System of Rotor-craft.”}
- {“Adviser”=>”Jiankang Zhao.”}
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2012 - 2016 Chongqing, China
Bachelor
Chongqing University
Measurement and Control Science and Technology
- {“CGPA”=>”3.57/4.0.”}
- {“Integrated ranking”=>”3/107.”}
- {“Dissertation”=>”Autonomous Navigation and Precise Positioning for Quadcopter Helicopter.”}
Teaching
- Biomedical Optics course, 2 lectures per year, master’s level.
- Instrumentation Technique for Health, 2 lectures per year, master’s level.
- Supervised the 2022 master’s thesis of Tania Olmo Fajardo on automatic scanning of robotic endoscopic OCT.
Service
- Reviewer for IEEE Transactions on Robotics, ICAR, and Journal of Navigation.
- Co-organized the ATLAS training activity Medical Device Development and Translation for 20 PhD students from 7 universities.
- Helped organize the Spring 2024 GRASP on Robotics seminar featuring Pietro Valdastri.
- Member of IEEE and SPIE.
Skills
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Languages
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