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Peter Gehlbach

21 accepted papers

2026

Motion Compensation and Adaptive Force Control Via iOCT–FBG Sensor Fusion for Robotic Subretinal Injection

ICRA 2026poster

Subretinal injection is a highly delicate procedure that demands micron-level precision to avoid irreversible retinal damage. Current robotic systems achieve accurate positioning but remain limited by retinal motion and the lack of tip-force feedback. We present the first adaptive tip-force compensa…

Cited by 0Scholar
2025

A Deep Learning-Driven Autonomous System for Retinal Vein Cannulation: Validation Using a Chicken Embryo Model

IROS 2025

Retinal vein cannulation (RVC) is a minimally invasive microsurgical procedure for treating retinal vein occlusion (RVO), a leading cause of vision impairment. However, the small size and fragility of retinal veins, coupled with the need for high-precision, tremor-free needle manipulation, create si

Cited by 0SourceScholar
2025

Real-Time Deformation-Aware Control for Autonomous Robotic Subretinal Injection Under iOCT Guidance

ICRA 2025

Robotic platforms provide consistent and precise tool positioning that significantly enhances retinal microsurgery. Integrating such systems with intraoperative optical coherence tomography (iOCT) enables image-guided robotic interventions, allowing autonomous performance of advanced treatments, suc

Cited by 10SourceScholar
2024

Autonomous Needle Navigation in Subretinal Injections via iOCT

RA-L 2024

Subretinal injection is an effective method for direct delivery of therapeutic agents to treat prevalent subretinal diseases. Among the challenges for surgeons are physiological hand tremor, difficulty resolving single-micron scale depth perception, and lack of tactile feedback. The recent introduct

Cited by 9SourceScholar
2024

Colibri5: Real-Time Monocular 5-DoF Trocar Pose Tracking for Robot-Assisted Vitreoretinal Surgery

ICRA 2024poster

Retinal surgery is a complex medical procedure that requires high precision dexterity to perform delicate instrument maneuvers with sub-millimeter accuracy. Minimizing the manual tremor and achieving precise and repeatable execution of surgical tasks has motivated the development of robotic platform…

Cited by 2SourceScholar
2024

Cooperative vs. Teleoperation Control of the Steady Hand Eye Robot with Adaptive Sclera Force Control: A Comparative Study

ICRA 2024poster

A surgeon’s physiological hand tremor can significantly impact the outcome of delicate and precise retinal surgery, such as retinal vein cannulation (RVC) and epiretinal membrane peeling. Robot-assisted eye surgery technology provides ophthalmologists with advanced capabilities such as hand tremor c…

Cited by 5SourceScholar
2024

Exploring the Needle Tip Interaction Force with Retinal Tissue Deformation in Vitreoretinal Surgery

ICRA 2024poster

Recent advancements in age-related macular degeneration treatments necessitate precision delivery into the subretinal space, emphasizing minimally invasive procedures targeting the retinal pigment epithelium (RPE)-Bruch’s membrane complex without causing trauma. Even for skilled surgeons, the inhere…

Cited by 3SourceScholar
2024

Towards Autonomous Retinal Microsurgery Using RGB-D Images

RA-L 2024

Retinal surgery is a challenging procedure requiring precise manipulation of the fragile retinal tissue, often at the scale of tens-of-micrometers. Its difficulty has motivated the development of robotic assistance platforms to enable precise motion, and more recently, novel sensors such as microsco

Cited by 8SourceScholar
2023

Autonomous Needle Navigation in Retinal Microsurgery: Evaluation in ex vivo Porcine Eyes

ICRA 2023poster

Important challenges in retinal microsurgery in-clude prolonged operating time, inadequate force feedback, and poor depth perception due to a constrained top-down view of the surgery. The introduction of robot-assisted technology could potentially deal with such challenges and improve the surgeon's…

Cited by 10SourceScholar
2023

Robotic Navigation Autonomy for Subretinal Injection via Intelligent Real-Time Virtual iOCT Volume Slicing

ICRA 2023poster

In the last decade, various robotic platforms have been introduced that could support delicate retinal surgeries. Concurrently, to provide semantic understanding of the surgical area, recent advances have enabled microscope-integrated intraoperative Optical Coherent Tomography (iOCT) with high-resol…

Cited by 24SourceScholar
2022

ColibriDoc: an Eye-in-Hand Autonomous Trocar Docking System

ICRA 2022poster

Retinal surgery is a complex medical procedure that requires exceptional expertise and dexterity. For this purpose, several robotic platforms are currently under development to enable or improve the outcome of microsurgical tasks. Since the control of such robots is often designed for navigation ins…

Cited by 18SourceScholar
2021

Spotlight-Based 3D Instrument Guidance for Autonomous Task in Robot-Assisted Retinal Surgery

RA-L 2021

Retinal surgery is known to be a complicated and challenging task for an ophthalmologist even for retina specialists. Image guided robot-assisted intervention is among the novel and promising solutions that may enhance human capabilities during microsurgery. In this paper, a novel method is proposed

Cited by 21SourceScholar
2020

An Optimized Tilt Mechanism for a New Steady-Hand Eye Robot

IROS 2020poster

Robot-assisted vitreoretinal surgery can filter surgeons' hand tremors and provide safe, accurate tool manipulation. In this paper, we report the design, optimization, and evaluation of a novel tilt mechanism for a new Steady-Hand Eye Robot (SHER). The new tilt mechanism features a four-bar linkage…

Cited by 12SourceScholar
2020

Auditory Feedback Effectiveness for Enabling Safe Sclera Force in Robot-Assisted Vitreoretinal Surgery: a Multi-User Study

IROS 2020poster

Robot-assisted retinal surgery has become increasingly prevalent in recent years in part due to the potential for robots to help surgeons improve the safety of an immensely delicate and difficult set of tasks. The integration of robots into retinal surgery has resulted in diminished surgeon percepti…

Cited by 3SourceScholar
2020

Autonomously Navigating a Surgical Tool Inside the Eye by Learning from Demonstration

ICRA 2020poster

A fundamental challenge in retinal surgery is safely navigating a surgical tool to a desired goal position on the retinal surface while avoiding damage to surrounding tissues, a procedure that typically requires tens-of-microns accuracy. In practice, the surgeon relies on depth-estimation skills to…

Cited by 35SourceScholar
2020

Towards Autonomous Eye Surgery by Combining Deep Imitation Learning with Optimal Control

CoRL 2020

During retinal microsurgery, precise manipulation of the delicate retinal tissue is required for positive surgical outcome. However, accurate manipulation and navigation of surgical tools remain difficult due to a constrained workspace and the top-down view during the surgery, which limits the surge

Cited by 0SourcePDFScholar
2020

Towards Bimanual Vein Cannulation: Preliminary Study of a Bimanual Robotic System With a Dual Force Constraint Controller

ICRA 2020poster

Retinal vein cannulation is a promising approach for treating retinal vein occlusion that involves injecting medicine into the occluded vessel to dissolve the clot. The approach remains largely unexploited clinically due to surgeon limitations in detecting interaction forces between surgical tools a…

Cited by 8SourceScholar
2019

Adaptive Control of Sclera Force and Insertion Depth for Safe Robot-Assisted Retinal Surgery

ICRA 2019poster

One of the significant challenges of moving from manual to robot-assisted retinal surgery is the loss of perception of forces applied to the sclera (sclera forces) by the surgical tools. This damping of force feedback is primarily due to the stiffness and inertia of the robot. The diminished percept…

Cited by 37SourceScholar
2019

Toward Improving Patient Safety and Surgeon Comfort in a Synergic Robot-Assisted Eye Surgery: A Comparative Study

IROS 2019poster

When robotic assistance is present into vitreoretinal surgery, the surgeon will experience reduced sensory input that is otherwise derived from the tool's interaction with the eye wall (sclera). We speculate that disconnecting the surgeon from this sensory input may increase the risk of injury to th…

Cited by 13SourceScholar
2015

Effects of micro-vibratory modulation during robot-assisted membrane peeling

IROS 2015poster

In retinal microsurgery, membrane peeling is a standard procedure requiring the delamination of a thin fibrous membrane adherent to the retina surface by applying very small forces. Robotic devices with combined force-sensing instruments have significant potential to assist this procedure by facilit…

Cited by 11SourceScholar
2015

IRIS: Integrated Robotic Intraocular Snake

ICRA 2015poster

Retinal surgery is one of the most technically challenging surgical disciplines. Many robotic systems have been developed to enhance the surgical capabilities. However, very few of them provide the surgeon the dexterity within the patient's eye to enable more flexible, more advanced surgical procedu…

Cited by 66SourceScholar