Automatic transperineal ultrasound probe positioning based on CT scan for image guided radiotherapy

S.M. Camps, F. Verhaegen, G. Paiva Fonesca, P.H.N. de With, D. Fontanarosa

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

2 Citations (Scopus)

Abstract

Image interpretation is crucial during ultrasound image acquisition. A skilled operator is typically needed to verify if the correct anatomical structures are all visualized and with sufficient quality. The need for this operator is one of the major reasons why presently ultrasound is not widely used in radiotherapy workflows. To solve this issue, we introduce an algorithm that uses anatomical information derived from a CT scan to automatically provide the operator with a patient-specific ultrasound probe setup. The first application we investigated, for its relevance to radiotherapy, is 4D transperineal ultrasound image acquisition for prostate cancer patients. As initial test, the algorithm was applied on a CIRS multi-modality pelvic phantom. Probe setups were calculated in order to allow visualization of the prostate and adjacent edges of bladder and rectum, as clinically required. Five of the proposed setups were reproduced using a precision robotic arm and ultrasound volumes were acquired. A gel-filled probe cover was used to ensure proper acoustic coupling, while taking into account possible tilted positions of the probe with respect to the flat phantom surface. Visual inspection of the acquired volumes revealed that clinical requirements were fulfilled. Preliminary quantitative evaluation was also performed. The mean absolute distance (MAD) was calculated between actual anatomical structure positions and positions predicted by the CT-based algorithm. This resulted in a MAD of (2.8±0.4) mm for prostate, (2.5±0.6) mm for bladder and (2.8±0.6) mm for rectum. These results show that no significant systematic errors due to e.g. probe misplacement were introduced.
Original languageEnglish
Title of host publicationMedical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and Modeling, Orlando, Florida, 11-16 February, 2017
Subtitle of host publicationImage-Guided Procedures, Robotic Interventions, and Modeling
EditorsRobert J. Webster, Baowei Fei
Place of PublicationBellingham
PublisherSPIE
Pages1-10
ISBN (Electronic)9781510607156
ISBN (Print)978-1-5106-0716-3
DOIs
Publication statusPublished - 3 Feb 2017
Event2017 SPIE Medical Imaging: Image Processing - Renaissance Orlando at Sea World/Orlando, Orlando, United States
Duration: 11 Feb 201716 Feb 2017

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume10135
ISSN (Print)1605-7422

Conference

Conference2017 SPIE Medical Imaging
Country/TerritoryUnited States
CityOrlando
Period11/02/1716/02/17

Keywords

  • 4D transperineal ultrasound images
  • Automatic probe setup
  • IGRT
  • Prostate
  • Ultrasound imaging
  • Workflow automation

Fingerprint

Dive into the research topics of 'Automatic transperineal ultrasound probe positioning based on CT scan for image guided radiotherapy'. Together they form a unique fingerprint.

Cite this