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Cognitive Supervision for Robot-Assisted Minimally Invasive Laser Surgery

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Author: Search for this author Fichera, Loris. (author)
Medium identifier: OA
Year: 2016.
Publisher: Cham :, Springer International Publishing :
Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
Media group: eBook
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This thesis lays the groundwork for the automatic supervision of the laser incision process, which aims to complement surgeons’ perception of the state of tissues and enhance their control over laser incisions. The research problem is formulated as the estimation of variables that are representative of the state of tissues during laser cutting. Prior research in this area leveraged numerical computation methods that bear a high computational cost and are not straightforward to use in a surgical setting. This book proposes a novel solution to this problem, using models inspired by the ability of experienced surgeons to perform precise and clean laser cutting. It shows that these new models, which were extracted from experimental data using statistical learning techniques, are straightforward to use in a surgical setup, allowing greater precision in laser-based surgical procedures.

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Author: Search for this author Fichera, Loris. (author)
Statement of Responsibility: by Loris Fichera.
Medium identifier: OA
Year: 2016.
Publisher: Cham :, Springer International Publishing :
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Subject type: Search for this subject type MQW, TEC059000
ISBN: 9783319303307
Description: 1st ed. 2016., XIX, 99 p. 62 illus., 38 illus. in color., online resource.
Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
Tags: Biomedical engineering.; Robotics.; Automation.; User interfaces (Computer systems).; Minimally invasive surgery.; Biomedical Engineering and Bioengineering.; Robotics and Automation.; User Interfaces and Human Computer Interaction.; Minimally Invasive Surgery.
Participating parties: Search for this character SpringerLink (Online service) (contributor)
Media group: eBook