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Natalie Burkhard

dblp:151/9372 · DBLP profile ↗
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3ranked-venue papers
2as first author
0since 2021 · last 2017
0000-0002-7791-9459ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 3 · 2 first-authorSystems, architecture and hardware · 3 · 2 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
2 papers
Robot manipulation · 100%
Human-computer interaction and pervasive computing
1 paper
Haptics and multimodal interaction · 100%
Interdisciplinary, comprehensive, and emerging computing
1 paper
Medical and health informatics · 100%

Topics — the 4 heaviest of 5, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Robot manipulation › medical robotics
needle insertion
0.312017
A rolling-diaphragm hydrostatic transmission for remote MR-guided needle insertion · ICRA 2017
Robotics › Robot manipulation › tactile sensing › contact state recognition
contact event detection
0.212014
Contact event detection for robotic oil drilling · ICRA 2014
Robotics › Robot manipulation › tactile sensing
contact sensing
0.212014
Contact event detection for robotic oil drilling · ICRA 2014
Medical and health informatics › image-guided intervention
MRI-guided intervention
0.112017
A rolling-diaphragm hydrostatic transmission for remote MR-guided needle insertion · ICRA 2017

Methods — techniques the papers use, named apart from their topics

rolling-diaphragm hydrostatic transmission · 0.9cable-capstan drive · 0.9multinomial classifier · 0.2acoustic emission sensing · 0.2
YearPublicationVenuePosition
2017 A rolling-diaphragm hydrostatic transmission for remote MR-guided needle insertion
abstract
Magnetic resonance imaging (MRI) offers many benefits, including unsurpassed soft-tissue characterization and the ability to combine detection and biopsy into a single procedure. However, limited patient access in the narrow scanner bore requires tedious iterative positioning or use of robotic assistants that isolate the physician from the patient. As an alternative, we present a teleoperation technology for percutaneous procedures to meet the needs of interventional radiologists and overcome challenges imposed by the MR environment. The technology is demonstrated for a 1-DOF needle insertion procedure. The technology uses rolling diaphragms, a clutch, and a cable-capstan drive to propel the needle while relaying forces and motions to the operator. The system demonstrates excellent position tracking (< 0.7° error in the unloaded case) and reliably transmits changes in force. During needle teleoperation, users were able to detect light membrane punctures and differentiate spring stiffnesses nearly as accurately as by hand manipulation.
Natalie Burkhard, Samuel Frishman, Alexander Gruebele, John Peter Whitney, Roger E. Goldman, Bruce Lewis Daniel, Mark R. Cutkosky
ICRA1
2017 Sensing slip of grasped wet, conformable objects
abstract
Grasping and manipulation of biological tissue are crucial processes during minimally invasive surgery (MIS). To enable atraumatic and reliable grasping, it would be useful to detect slip of the grasped object. Because tissue is moist, conformable, and delicate, and because the sensor must work in a surgical environment, this application requires a departure from conventional slip sensing methods. We present a technology and method based on hot-wire anemometry to detect slip while grasping wet, conformable materials and discuss how this approach may be extended to graspers used in robot-assisted surgery (RAS). We present our design and the results from characterization tests as well as experimental results that demonstrate its ability to detect planar direction of slip of wet, compliant objects.
Natalie Burkhard, Ryan Steger, Mark R. Cutkosky
IROS1
2014 Contact event detection for robotic oil drilling
abstract
To ensure safe and reliable operation in a robotic oil drilling system, it is essential to detect contact events such as impacts and slips between end-effectors and workpieces. In this challenging application, where high forces are used to manipulate heavy metal pipes in noisy environments, acoustic emissions (AE) sensors offer a promising contact sensing solution. Real-time AE signal features are used to create a multinomial contact event classifier. The sensitivity of signal features to a variety of contact events including two types of slip is presented. Results indicate that the classifier is able to robustly and dynamically classify contact events with >90% accuracy using a small set of AE signal features.
Xin Alice Wu, Natalie Burkhard, Barrett Heyneman, Roald Valen, Mark R. Cutkosky
ICRA2