Overview
Yuan Tian received a Bachelor of Engineering in Automation from Zhengzhou University, Henan, China, and a Master of Science in Electrical and Computer Engineering from Duke University, Durham, NC. His research interest is optical coherence tomography (OCT) guided medical robots. His recent work is about OCT-guided robotic deep anterior lamellar keratoplasty (DALK), a corneal transplant surgery. For the image processing part, to correct the cornea and surgical needle light refraction in 3D OCT volumes during corneal surgery, he proposed an algorithm to estimate the corneal phase index based on the readily measured group index. He also developed a method to quantitatively evaluate the refraction correction results on the DALK needle. For the robotics part, he invented a calibration algorithm to optimize the transformation matrices from the robot base frame to the OCT scanner frame, and the robot end effector frame to the needle tip frame simultaneously. His current research is on robotically aligned OCT (RAOCT), which attaches the OCT scanner at the end effector of the robot. He is developing a system using RAOCT to track cells in the human eye’s anterior chamber to improve anterior chamber related disease diagnoses.
Current Appointments & Affiliations
Postdoctoral Associate
Biomedical Engineering,
Pratt School of Engineering
Recent Publications
Robotics and optical coherence tomography: current works and future perspectives [Invited].
Journal Article Biomed Opt Express · February 1, 2025 Optical coherence tomography (OCT) is an interferometric technique for micron-level imaging in biological and non-biological contexts. As a non-invasive, non-ionizing, and video-rate imaging modality, OCT is widely used in biomedical and clinical applicati ... Full text Link to item CiteOptical coherence tomography refraction and optical path length correction for image-guided corneal surgery.
Journal Article Biomed Opt Express · September 1, 2022 Optical coherence tomography (OCT) may be useful for guidance of ocular microsurgeries such as deep anterior lamellar keratoplasty (DALK), a form of corneal transplantation that requires delicate insertion of a needle into the stroma to approximately 90% o ... Full text Link to item CiteRecent Grants
Compact Auto-Aligning Multi-Modality Eye Imager to Diagnose Traumatic Eye Injury
ResearchGraduate Student · Awarded by United States Army Medical Research Acquisition Activity · 2024 - 2028View All Grants