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Characterization and Correction of Intraoperative Soft Tissue Deformation in Image-Guided Laparoscopic Liver Surgery

dc.creatorHeiselman, Jon Stanley
dc.date.accessioned2020-08-23T15:44:55Z
dc.date.available2019-11-27
dc.date.issued2017-11-27
dc.identifier.urihttps://etd.library.vanderbilt.edu/etd-11142017-122151
dc.identifier.urihttp://hdl.handle.net/1803/14527
dc.description.abstractLaparoscopic liver surgery is challenging to perform due to a compromised ability of the surgeon to localize subsurface anatomy in the constrained environment. While image guidance has the potential to address this barrier, intraoperative factors such as insufflation and variable degrees of organ mobilization from supporting ligaments may generate substantial deformation. The severity of laparoscopic deformation in humans has not been characterized, and current laparoscopic correction methods do not account for the mechanics of how intraoperative deformation is applied to the liver. In this work, we first measure the degree of laparoscopic deformation at two insufflation pressures over the course of laparoscopic-to-open conversion in 25 patients. With this clinical data alongside a mock laparoscopic phantom setup, we report a novel biomechanical correction approach that leverages anatomically load-bearing support surfaces including ligament attachments to iteratively reconstruct and account for intraoperative deformations. Laparoscopic deformations were significantly larger than deformations associated with open surgery, and our correction approach yielded subsurface target error of 6.7±1.3 mm and surface error of 0.8±0.4 mm using only sparse surface data with realistic surgical extent. Laparoscopic surface data extents were examined and found to impact registration accuracy. Lastly, we demonstrate viability of the correction method with clinical data.
dc.format.mimetypeapplication/pdf
dc.subjectlaparoscopy
dc.subjectliver
dc.subjectsoft tissue deformation
dc.subjectnonrigid registration
dc.subjectinsufflation
dc.titleCharacterization and Correction of Intraoperative Soft Tissue Deformation in Image-Guided Laparoscopic Liver Surgery
dc.typethesis
dc.contributor.committeeMemberBenoit M. Dawant
dc.type.materialtext
thesis.degree.nameMS
thesis.degree.levelthesis
thesis.degree.disciplineBiomedical Engineering
thesis.degree.grantorVanderbilt University
local.embargo.terms2019-11-27
local.embargo.lift2019-11-27
dc.contributor.committeeChairMichael I. Miga


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