activity
20192022
most citedToward Asymptotically-Optimal Inspection Planning via Efficient Near-Optimal Graph Search

16 citations · 27 across the 8 of their papers we have counts for

collaborators

9 papers

cs.RO20228 cited

Interactive-Rate Supervisory Control for Arbitrarily-Routed Multi-Tendon Robots via Motion Planning

Michael Bentley, Caleb Rucker, Alan Kuntz

Tendon-driven robots, where one or more tendons under tension bend and manipulate a flexible backbone, can improve minimally invasive surgeries involving difficult-to-reach regions…

cs.RO2022

Autonomous Medical Needle Steering In Vivo

Alan Kuntz, Maxwell Emerson, Tayfun Efe Ertop +10

The use of needles to access sites within organs is fundamental to many interventional medical procedures both for diagnosis and treatment. Safe and accurate navigation of a needle…

cs.RO2021

Toward Learning Context-Dependent Tasks from Demonstration for Tendon-Driven Surgical Robots

Yixuan Huang, Michael Bentley, Tucker Hermans +1

Tendon-driven robots, a type of continuum robot, have the potential to reduce the invasiveness of surgery by enabling access to difficult-to-reach anatomical targets. In the future…

cs.RO2021

Planning Sensing Sequences for Subsurface 3D Tumor Mapping

Brian Y. Cho, Tucker Hermans, Alan Kuntz

Surgical automation has the potential to enable increased precision and reduce the per-patient workload of overburdened human surgeons. An effective automation system must be able…

cs.RO20213 cited

DeformerNet: A Deep Learning Approach to 3D Deformable Object Manipulation

Bao Thach, Alan Kuntz, Tucker Hermans

In this paper, we propose a novel approach to 3D deformable object manipulation leveraging a deep neural network called DeformerNet. Controlling the shape of a 3D object requires a…

cs.RO2021

A Recurrent Neural Network Approach to Roll Estimation for Needle Steering

Maxwell Emerson, James M. Ferguson, Tayfun Efe Ertop +8

Steerable needles are a promising technology for delivering targeted therapies in the body in a minimally-invasive fashion, as they can curve around anatomical obstacles and hone i…