12
7/15/2019 1 3D Ultrasound for prostate, GYN, and breast brachytherapy Aaron Fenster, Jessica Rodgers, Justin Michael, Tom Hrinivich July 15 , 2019 Why 3D Ultrasound ? Improved appreciation of 3D anatomy Improved ability to verify brachytherapy needle locations More accurate volumetric measurements Reduce variability and time of 2D US guidance and verification Improved brachytherapy procedure 3D Ultrasound-guided Brachytherapy Developments Prostate HDR brachytherapy Gynecologic interstitial HDR brachytherapy Breast LDR brachytherapy Hrinivich WT, Hoover DA, Surry K, Edirisinghe C, Montreuil J, D’Souza D, Fenster A, Wong E. Three- dimensional transrectal ultrasound guided high-dose-rate prostate brachytherapy: a comparison of needle segmentation accuracy with two-dimensional image guidance. Brachytherapy. 15(2): 231- 239, 2016.

Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

  • Upload
    others

  • View
    1

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

7/15/2019

1

3D Ultrasound for prostate, GYN, and breast brachytherapy

Aaron Fenster, Jessica Rodgers, Justin Michael, Tom Hrinivich

July 15 , 2019

Why 3D Ultrasound ?

• Improved appreciation of 3D anatomy

• Improved ability to verify brachytherapy needle

locations

• More accurate volumetric measurements

• Reduce variability and time of 2D US guidance

and verification

• Improved brachytherapy procedure

3D Ultrasound-guided Brachytherapy Developments

• Prostate HDR brachytherapy

• Gynecologic interstitial HDR brachytherapy

• Breast LDR brachytherapy

Hrinivich WT, Hoover DA, Surry K, Edirisinghe C, Montreuil J, D’Souza D, Fenster A, Wong E. Three-dimensional transrectal ultrasound guided high-dose-rate prostate brachytherapy: a comparison of needle segmentation accuracy with two-dimensional image guidance. Brachytherapy. 15(2): 231-239, 2016.

Page 2: Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

7/15/2019

2

Current practice: axial 3D ultrasound

prostate + organs ✓

Schmid et al. 2013

Current practice: axial 3D ultrasound

prostate + organs ✓

needle tips

Schmid et al. 2013

Current practice: live 2D ultrasound

prostate + organs ✓

needle tips ✓

Page 3: Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

7/15/2019

3

Objective

Reduce needle tip localization uncertainty by

replacing axial 3D ultrasound with sagittal 3D

ultrasound

Sagittal 3D ultrasound

Bax et al. 2011; Sun et al. 2014

sagittal 3D ultrasound

Page 4: Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

7/15/2019

4

New technique: live 2D + sagittal 3D

sagittal 3Dlive 2D

Results: 8 patients, 127 needles

needle

tip

err

or

(mm

)

Results: 8 patients, 127 needles

Page 5: Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

7/15/2019

5

3D Ultrasound-guided Brachytherapy Developments

• Prostate HDR brachytherapy

• Gynecologic interstitial HDR brachytherapy

• Breast LDR brachytherapy

• More information: YIS J. Rodgers at 2:09pm

High-Dose-Rate (HDR) Interstitial Brachytherapy

▪ Needles inserted into tumour and surrounding area

• Through the perineal template

• Radioactive source is inserted into needles

NeedleTemplate

VaginalCylinder

Gynaecologic Brachytherapy Imaging

MRI

Pre-operative

CT

Post-insertion

TUMOUR NEEDLES

Intra-operative Imaging?

NEED:

Patients may be subject to suboptimal dose distributionsand a higher risk of complications due to the lack of

image guidance for needles

Page 6: Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

7/15/2019

6

Objective

To develop a 3D ultrasound (3DUS) needle guidance system for high-dose-rate interstitial

brachytherapy of gynecologic cancers, which will provide accurate intra-operative assessment of

implant

3D US Imaging Device

170° 3D sidefiretransrectal US (TRUS)

3 modes

3D endfire TVUSlll360° 3D sidefiretransvaginal US (TVUS)

Vaginal Cylinder

Solid Clinical Cylinder

Hollow TPX Cylinder

Page 7: Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

7/15/2019

7

Real-Time 3D US Image Reconstruction

Pelvic Phantom Study – compared to CT

Uterus and

Tumour

Vaginal Canal

Rectal Canal

Fiducial Markers

Mean tip difference: 1.84 ± 0.42 mmMean trajectory difference: 0.40 ± 0.35°

3D TVUS: Patient image (vaginal cancer)

US Probe

Foley catheter(bladder)

Page 8: Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

7/15/2019

8

3D TVUS: Patient image (vaginal cancer)

Needles

3D TVUS: Patient image (vaginal cancer)

Needle

3D Ultrasound-guided Brachytherapy Developments

• Prostate HDR brachytherapy

• Gynecologic interstitial HDR brachytherapy

• Breast LDR brachytherapy✓ Together with Kelowna, Canada group

Michael J, Morton D, Batchelar D, Hilts M, Crook J, Fenster A. Development of a 3D Ultrasound Guidance System for Permanent Breast Seed Implantation. Medical Physics, 45(8) 3481-3495, 2018.

Page 9: Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

7/15/2019

9

Limitations of current breast LDR brachytherapy

• High operator dependence using 2D US

1. Requires experienced physician with use of

ultrasound

2. Deformable tissue with few landmarks

3. Limited information to modify 3D radiation plan Image from Pignol et al. 2006, Int J Radiat Oncol

Biol Phys

To develop a 3D US guidance and needle template tracking to

reduce operator dependence of PBSI by:

1) Improving needle visualization

2) Improving needle placement accuracy

3) Providing information to modify treatment plan

intraoperatively

Objective

3D US with Mechatronic Tracking

3D US Probe

Encoded Arm

Trackable Template

Page 10: Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

7/15/2019

10

3D US: Mechanically Swept 2D Transducer

Elevational Lateral

Axi

al

3D US image of volunteer

▪ Validated linear, volumetric accuracy (±1.1%, ±4.1% respectively)

▪ Pilot study scanning healthy female volunteer

• Positive feedback on device usability and image quality

Guiding a Phantom Procedure

▪ Agar phantom with “seroma” matching patient contours

▪ Surface based registration between 3DUS, matching treatment plan

3D US of agar phantom

Treatment plan

Page 11: Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

7/15/2019

11

Guiding a Phantom Procedure

Planned Needles

Planned Fiducial

Observed Needles

Planned Fiducial

Tip Error:

2.43 ± 1.4 mm

Trajectory Error:

1.22 ± 0.59°

Summary

▪ Mechanical 3DUS not subject to environmental constraints

▪ Accurate assessment of needle trajectory in 3D

▪ Visualize needles in all template areas

▪ Approaches compatible with all conventional US systems

Thank You

Graduate Students, Post-docs

Jessica Rodgers, Derek Gillies, Tom

Hrinivich, Eric Knull, Nathan Orlando, Claire

Park, Priyanka Roy

Software, Hardware & Electrical Design

Lori Gardi, David Tessier. Igor Gyacskov,

Chandima Edrisinghe, Kevin Barker, Jeff

Bax, Chris Blake

Collaborating Scientists

Terry Peters, Aaron Ward, Mingyue

Ding, Kathleen Surry, Deidre

Batchelar, Michelle Hilts, Tyler

Meyer, Michael Roumeliotis

Collaborating PhysiciansDavid D’Souza, Lucas Mendez,

Glenn Bauman, Eric Leung, Vikram

Velker, Juanita Crook

Page 12: Development of a 3D ultrasound needle guidance system for ...amos3.aapm.org/abstracts/pdf/146-47065-486612-144106.pdf · modify 3D radiation plan Image from Pignol et al. 2006, Int

7/15/2019

12

3D US Imaging Device

170° 3D sidefiretransrectal US (TRUS)

3 modes

3D endfire TVUSlll360° 3D sidefiretransvaginal US (TVUS)

Combined 3D Sidefire and Endfire TVUS (Phantom)

Needle Trajectories

Needle Tips

Mean Needle Tip Difference:

1.91 ± 0.24 mm

Mean Angular Difference:

1.51 ± 0.81 °