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Axel Krieger

27 accepted papers

2026

Cosmos-Surg-DVRK: World Foundation Model-Based Automated Online Evaluation of Surgical Robot Policy Learning

RA-L 2026

The rise of robot-assisted surgery and vision language-action models has accelerated progress in autonomous surgical policies and efficient assessment strategies. However, evaluating these policies directly on physical robotic platforms such as the da Vinci Research Kit (dVRK) remains hindered by hi

Cited by 2SourceScholar
2026

Fluoroscopy-Constrained Magnetic Robot Control Via Zernike-Based Field Modeling and Nonlinear MPC

ICRA 2026poster

Magnetic actuation enables surgical robots to navigate complex anatomical pathways while reducing tissue trauma and improving surgical precision. However, clinical deployment is limited by the challenges of controlling such systems under fluoroscopic imaging, which provides low framerate and noisy p…

2026

Modeling and Control of a Pneumatic Soft Robotic Catheter Using Neural Koopman Operators

ICRA 2026poster

Catheter-based interventions are widely used for the diagnosis and treatment of cardiac diseases. Recently, robotic catheters have attracted attention for their ability to improve precision and stability over conventional manual approaches. However, accurate modeling and control of soft robotic cath…

2025

From Monocular Vision to Autonomous Action: Guiding Tumor Resection via 3D Reconstruction

IROS 2025

Surgical automation requires precise guidance and understanding of the scene. Current methods in the literature rely on bulky depth cameras to create maps of the anatomy; however, this does not translate well to space-limited clinical applications. Monocular cameras are small and allow minimally inv

Cited by 6SourceScholar
2025

Robotic Ultrasound-Guided Femoral Artery Reconstruction of Anatomically-Representative Phantoms

IROS 2025

Femoral artery access is essential for numerous clinical procedures, including diagnostic angiography, therapeutic catheterization, and emergency interventions. Despite its critical role, successful vascular access remains challenging due to anatomical variability, overlying adipose tissue, and the

Cited by 2SourceScholar
2025

SurgiPose: Estimating Surgical Tool Kinematics from Monocular Video for Surgical Robot Learning

IROS 2025

Imitation learning (IL) has shown immense promise in enabling autonomous dexterous manipulations, including in learning surgical tasks. To fully unlock the potential of IL for surgery, access to clinical datasets is needed, which unfortunately lack the kinematic data required for current IL approach

Cited by 2SourceScholar
2025

Suture Thread Modeling Using Control Barrier Functions for Autonomous Surgery

ICRA 2025

Automating surgical systems enhances precision and safety while reducing human involvement in high-risk environments. A major challenge in automating surgical procedures like suturing is accurately modeling the suture thread, a highly flexible and compliant component. Existing models either lack the

Cited by 1SourceScholar
2025

SutureBot: A Precision Framework & Benchmark For Autonomous End-to-End Suturing

NeurIPS 2025poster

Robotic suturing is a prototypical long-horizon dexterous manipulation task, requiring coordinated needle grasping, precise tissue penetration, and secure knot tying. Despite numerous efforts toward end-to-end autonomy, a fully autonomous suturing pipeline has yet to be demonstrated on physical hard…

Cited by 0SourceScholar
2024

Autonomous System for Tumor Resection (ASTR) - Dual-Arm Robotic Midline Partial Glossectomy

RA-L 2024

Head and neck cancers are the seventh most common cancers worldwide, with squamous cell carcinoma being the most prevalent histologic subtype. Surgical resection is a primary treatment modality for many patients with head and neck squamous cell carcinoma, and accurately identifying tumor boundaries

Cited by 17SourceScholar
2024

Bevel-Tip Needle Deflection Modeling, Simulation, and Validation in Multi-Layer Tissues

ICRA 2024poster

Percutaneous needle insertions are commonly performed for diagnostic and therapeutic purposes as an effective alternative to more invasive surgical procedures. However, the outcome of needle-based approaches relies heavily on the accuracy of needle placement, which remains a challenge even with robo…

Cited by 3SourceScholar
2024

Enhancing Surgical Precision in Autonomous Robotic Incisions via Physics-Based Tissue Cutting Simulation

IROS 2024poster

In soft tissue surgeries, such as tumor resections, achieving precision is of utmost importance. Surgeons conventionally achieve this precision through intraoperative adjustments to the cutting plan, responding to deformations from tool-tissue interactions. This study examines the integration of phy…

Cited by 0SourceScholar
2024

Investigating Haptic Feedback in Vision-Deficient Millirobot Telemanipulation

RA-L 2024

The evolution of magnetically actuated millirobots gives rise to unique teleoperation challenges due to their non-traditional kinematic and dynamic architectures, as well as their frequent use of suboptimal imaging modalities. Recent investigations into haptic interfaces for millirobots have shown p

Cited by 6SourceScholar
2024

Surgical Gym: A high-performance GPU-based platform for reinforcement learning with surgical robots

ICRA 2024poster

Recent advances in robot-assisted surgery have resulted in progressively more precise, efficient, and minimally invasive procedures, sparking a new era of robotic surgical intervention. This enables doctors, in collaborative interaction with robots, to perform traditional or minimally invasive surge…

Cited by 21SourcecodeScholar
2024

Surgical Robot Transformer (SRT): Imitation Learning for Surgical Tasks

CoRL 2024poster

We explore whether surgical manipulation tasks can be learned on the da Vinci robot via imitation learning. However, the da Vinci system presents unique challenges which hinder straight-forward implementation of imitation learning. Notably, its forward kinematics is inconsistent due to imprecise joi…

Cited by 27SourceScholar
2024

Tracking Tumors under Deformation from Partial Point Clouds using Occupancy Networks

IROS 2024poster

To track tumors during surgery, information from preoperative CT scans is used to determine their position. However, as the surgeon operates, the tumor may be deformed which presents a major hurdle for accurately resecting the tumor, and can lead to surgical inaccuracy, increased operation time, and…

Cited by 2SourceScholar
2023

Autonomous System for Vaginal Cuff Closure via Model-Based Planning and Markerless Tracking Techniques

RA-L 2023

Autonomous robotic suturing has the potential to improve surgical outcomes compared to manual operations due to better accuracy and consistency of suture placement. In this letter, we develop an autonomous system with model-based planning and markerless tissue tracking techniques for autonomous vagi

Cited by 5SourceScholar
2023

Development and Evaluation of a Robotic Vessel Positioning System for Semi-Automatic Microvascular Anastomosis

ICRA 2023poster

This paper describes a novel tissue positioning system with an integrated suturing robot and demonstrates its ability to perform semi-automatic anastomoses of synthetic blood vessels. We began with a finite element analysis-based design consideration for achieving adequate grasping of blood vessels…

Cited by 1SourceScholar
2023

Development and Evaluation of a Single-arm Robotic System for Autonomous Suturing

IROS 2023poster

This article introduces a novel suture managing device (SMD) and new suture management controller to enable single-arm suture management during autonomous suturing with the Smart Tissue Autonomous Robot (STAR). The primary function of the SMD is to tension and manage the suture thread, a task that w…

Cited by 0SourceScholar
2022

Enhanced Accuracy in Magnetic Actuation: Closed-Loop Control of a Magnetic Agent With Low-Error Numerical Magnetic Model Estimation

RA-L 2022

Magnetic actuation holds promise for wirelessly controlling small, magnetic surgical tools and may enable the next generation of ultra minimally invasive surgical robotic systems. Precise torque and force exertion are required for safe surgical operations and accurate state control. Dipole field est

Cited by 10SourceScholar
2021

A Confidence-Based Supervised-Autonomous Control Strategy for Robotic Vaginal Cuff Closure

ICRA 2021poster

Autonomous robotic suturing has the potential to improve surgery outcomes by leveraging accuracy, repeatability, and consistency compared to manual operations. However, achieving full autonomy in complex surgical environments is not practical and human supervision is required to guarantee safety. In…

Cited by 7SourceScholar
2021

Localization and Control of Magnetic Suture Needles in Cluttered Surgical Site with Blood and Tissue

IROS 2021poster

Real-time visual localization of needles is necessary for various surgical applications, including surgical automation and visual feedback. In this study we investigate localization and autonomous robotic control of needles in the context of our magneto-suturing system. Our system holds the potentia…

Cited by 8SourceScholar
2020

Towards Autonomous Control of Magnetic Suture Needles

IROS 2020poster

This paper proposes a magnetic needle steering controller to manipulate mesoscale magnetic suture needles for executing planned suturing motion. This is an initial step towards our research objective: enabling autonomous control of magnetic suture needles for suturing tasks in minimally invasive sur…

Cited by 12SourceScholar
2018

Semi-Autonomous Laparoscopic Robotic Electro-Surgery with a Novel 3D Endoscope

ICRA 2018poster

This paper reports a robotic laparoscopic surgery system performing electro-surgery on porcine cadaver kidney, and evaluates its accuracy in an open loop control scheme to conduct targeting and cutting tasks guided by a novel 3D endoscope. We describe the design and integration of the novel laparosc…

Cited by 21SourceScholar
2017

Semi-autonomous electrosurgery for tumor resection using a multi-degree of freedom electrosurgical tool and visual servoing

IROS 2017poster

This paper specifies a surgical robot performing semi-autonomous electrosurgery for tumor resection and evaluates its accuracy using a visual servoing paradigm. We describe the design and integration of a novel, multi-degree of freedom electrosurgical tool for the smart tissue autonomous robot (STAR…

Cited by 57SourceScholar
2016

Plenoptic cameras in surgical robotics: Calibration, registration, and evaluation

ICRA 2016

Three-dimensional sensing of changing surgical scenes would improve the function of surgical robots. This paper explores the requirements and utility of a new type of depth sensor, the plenoptic camera, for surgical robots. We present a metric calibration procedure for the plenoptic camera and the r

Cited by 30SourceScholar