Guiqiu Liao
Postdoctoral Researcher at University of Pennsylvania
Philadelphia, Pennsylvania, United States
Summary
👤
Senior🎓
Top SchoolGuiqiu Liao is an interdisciplinary postdoctoral researcher at Penn Medicine with nine years of experience building computer vision and robotic solutions for surgical and aerial applications. His work blends machine learning, image processing, optics and robotic control—most recently developing computer vision algorithms for surgical robots and integrating Optical Coherence Tomography with robotic platforms during a Marie Curie PhD. Comfortable moving between lab prototypes and clinical translation, he focuses on methods that can be deployed in real-world interventional settings. Colleagues value his ability to bridge diverse domains (optics to medicine) and his track record in volumetric imaging modalities like OCT and ultrasound. An unassuming innovator, he also brings practical industry experience in deep-learning detection for X-ray systems, making him adept at taking research from algorithm to product.
9 years of coding experience
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Università degli Studi di VeronaDoctor of Philosophy - PhD, Mathematic and Informatics Engineering, Doctor of Philosophy - PhD, Mathematic and Informatics Engineering at University of StrasbourgBachelor's degree, Measurement & control and Instrument Technology, Bachelor's degree, Measurement & control and Instrument Technology at Chongqing UniversityMaster's degree, Instrument Sciences & Tech., Master's degree, Instrument Sciences & Tech. at Shanghai Jiao Tong UniversityProgramming languages (2)
Github contributions (5)
liaoguiqiu/liaoguiqiu.github.io
Apr 2020 - Mar 2025
Contributions:50 pushes, 2 branches in 4 years 11 months
liaoguiqiu/Surgical_weakly_supervised
Sep 2023 - Jun 2024
weakly supervised surgical tool segmentation
Contributions:2 PRs, 261 pushes, 3 branches in 9 months
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