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Automating Surgical Peg Transfer: Calibration with Deep Learning Can Exceed Speed, Accuracy, and Con...

Automating Surgical Peg Transfer: Calibration with Deep Learning Can Exceed Speed, Accuracy, and Con...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2665353549

Automating Surgical Peg Transfer: Calibration with Deep Learning Can Exceed Speed, Accuracy, and Consistency of Humans

About this item

Full title

Automating Surgical Peg Transfer: Calibration with Deep Learning Can Exceed Speed, Accuracy, and Consistency of Humans

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2022-05

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

Peg transfer is a well-known surgical training task in the Fundamentals of Laparoscopic Surgery (FLS). While human sur-geons teleoperate robots such as the da Vinci to perform this task with high speed and accuracy, it is challenging to automate. This paper presents a novel system and control method using a da Vinci Research Kit (dVRK) surgical rob...

Alternative Titles

Full title

Automating Surgical Peg Transfer: Calibration with Deep Learning Can Exceed Speed, Accuracy, and Consistency of Humans

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2665353549

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2665353549

Other Identifiers

E-ISSN

2331-8422

DOI

10.48550/arxiv.2012.12844

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