A logarithmic opinion pool based STAPLE algorithm for the fusion of segmentations with associated reliability weights

A Akhondi-Asl, L Hoyte, ME Lockhart… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Pelvic floor dysfunction is common in women after childbirth and precise segmentation of
magnetic resonance images (MRI) of the pelvic floor may facilitate diagnosis and treatment …

[PDF][PDF] Visual Analytics for the Exploration and Assessment of Segmentation Errors.

RG Raidou, FJJ Marcelis, M Breeuwer… - VCBM …, 2016 - graphics.tudelft.nl
Several diagnostic and treatment procedures require the segmentation of anatomical
structures from medical images. However, the automatic model-based methods that are …

Fully automated multiorgan segmentation of female pelvic magnetic resonance images with coarse‐to‐fine convolutional neural network

F Zabihollahy, AN Viswanathan, EJ Schmidt… - Medical …, 2021 - Wiley Online Library
Purpose Brachytherapy combined with external beam radiotherapy (EBRT) is the standard
treatment for cervical cancer and has been shown to improve overall survival rates …

Segmentation of female pelvic organs in axial magnetic resonance images using coupled geometric deformable models

Z Ma, RMN Jorge, T Mascarenhas… - Computers in biology and …, 2013 - Elsevier
The segmentation of pelvic structures in magnetic resonance (MR) images of the female
pelvic cavity is a challenging task. This paper proposes the use of three novel geometric …

MR and CT data with multiobserver delineations of organs in the pelvic area—Part of the Gold Atlas project

T Nyholm, S Svensson, S Andersson… - Medical …, 2018 - Wiley Online Library
Purpose We describe a public dataset with MR and CT images of patients performed in the
same position with both multiobserver and expert consensus delineations of relevant organs …

Simultaneous truth and performance level estimation through fusion of probabilistic segmentations

A Akhondi-Asl, SK Warfield - IEEE transactions on medical …, 2013 - ieeexplore.ieee.org
Recent research has demonstrated that improved image segmentation can be achieved by
multiple template fusion utilizing both label and intensity information. However, intensity …

Automatic segmentation of male pelvic anatomy on computed tomography images: a comparison with multiple observers in the context of a multicentre clinical trial

JP Geraghty, G Grogan, MA Ebert - Radiation Oncology, 2013 - Springer
Background This study investigates the variation in segmentation of several pelvic
anatomical structures on computed tomography (CT) between multiple observers and a …

CT male pelvic organ segmentation via hybrid loss network with incomplete annotation

S Wang, D Nie, L Qu, Y Shao, J Lian… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Sufficient data with complete annotation is essential for training deep models to perform
automatic and accurate segmentation of CT male pelvic organs, especially when such data …

Machine segmentation of pelvic anatomy in MRI-assisted radiosurgery (MARS) for prostate cancer brachytherapy

JW Sanders, GD Lewis, HD Thames… - International Journal of …, 2020 - Elsevier
Purpose To investigate machine segmentation of pelvic anatomy in magnetic resonance
imaging (MRI)-assisted radiosurgery (MARS) for prostate cancer using prostate …

Estimating a reference standard segmentation with spatially varying performance parameters: Local MAP STAPLE

O Commowick, A Akhondi-Asl… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
We present a new algorithm, called local MAP STAPLE, to estimate from a set of multi-label
segmentations both a reference standard segmentation and spatially varying performance …