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Page 1: Automatic segmentation and 3D visualization of MR images of … · 2019. 8. 23. · MR images of pelvic oor (Poster Session) Javier A. Salazar Jointly with G. Ambartsoumian, G. Khatri,

Automatic segmentation and 3D visualization of

MR images of pelvic �oor (Poster Session)

Javier A. SalazarJointly with G. Ambartsoumian, G. Khatri, and P. Zimmern

University of Texas at Arlington

Conference on Modern Challenges in Imaging

August 5-9, 2019

Javier Salazar Processing of MR images of pelvic �oor

Page 2: Automatic segmentation and 3D visualization of MR images of … · 2019. 8. 23. · MR images of pelvic oor (Poster Session) Javier A. Salazar Jointly with G. Ambartsoumian, G. Khatri,

Introduction

Figure: A sketch of a synthetic

implant shown relative to organs of

pelvic �oor.

(from "Postoperative Imaging after SurgicalRepair for Pelvic Floor Dysfunction" by G. Khatriet. al., Radiographics 36.4 (2016), pp.1233-1256)

Background:

Pelvic �oor disorders a�ectnearly 1 in 4 women in the US.Most common surgical repairprocedures of pelvic �oor includeplacement of synthetic implants.

Due to surgical complications,these implants may have to beremoved at a later time.However, these implants havepoor visibility in MRI and US.

Goals:

Automatically segment MRimages of important pelvicorgans and implants.

Develop a 3D visualizationpipeline to assist radiologistsand surgeons during surgicalplanning.

Javier Salazar Processing of MR images of pelvic �oor

Page 3: Automatic segmentation and 3D visualization of MR images of … · 2019. 8. 23. · MR images of pelvic oor (Poster Session) Javier A. Salazar Jointly with G. Ambartsoumian, G. Khatri,

Illustrations

(a) Sagittal MRI slice with SC meshshown near cyan arrow.

(b) 3D visualization of pelvic �oorstructure created from labeled data.

Javier Salazar Processing of MR images of pelvic �oor