Classification and evaluation strategies of auto‐segmentation approaches for PET: Report of AAPM task group No. 211
Purpose The purpose of this educational report is to provide an overview of the present state‐
of‐the‐art PET auto‐segmentation (PET‐AS) algorithms and their respective validation, with …
of‐the‐art PET auto‐segmentation (PET‐AS) algorithms and their respective validation, with …
A novel PET tumor delineation method based on adaptive region‐growing and dual‐front active contours
To more accurately and precisely delineate a tumor in a 3D PET image, we proposed a
novel, semi‐automatic, two‐stage method by utilizing an adaptive region‐growing algorithm …
novel, semi‐automatic, two‐stage method by utilizing an adaptive region‐growing algorithm …
PET-guided delineation of radiation therapy treatment volumes: a survey of image segmentation techniques
Historically, anatomical CT and MR images were used to delineate the gross tumour
volumes (GTVs) for radiotherapy treatment planning. The capabilities offered by modern …
volumes (GTVs) for radiotherapy treatment planning. The capabilities offered by modern …
A review on segmentation of positron emission tomography images
Abstract Positron Emission Tomography (PET), a non-invasive functional imaging method at
the molecular level, images the distribution of biologically targeted radiotracers with high …
the molecular level, images the distribution of biologically targeted radiotracers with high …
Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images
We present a novel method for the joint segmentation of anatomical and functional images.
Our proposed methodology unifies the domains of anatomical and functional images …
Our proposed methodology unifies the domains of anatomical and functional images …
Segmentation of dynamic PET images using cluster analysis
Quantitative positron emission tomography (PET) studies provide in vivo measurements of
dynamic physiological and biochemical processes in humans. A limitation of PET is an …
dynamic physiological and biochemical processes in humans. A limitation of PET is an …
Automatic segmentation of liver PET images
CY Hsu, CY Liu, CM Chen - Computerized Medical Imaging and Graphics, 2008 - Elsevier
Automation of liver positron emission tomography (PET) image segmentation is proposed in
this paper. A new active contour model (ACM), called Poisson Gradient Vector Flow (PGVF) …
this paper. A new active contour model (ACM), called Poisson Gradient Vector Flow (PGVF) …
Toward high-throughput artificial intelligence-based segmentation in oncological PET imaging
An array of artificial intelligence (AI) techniques in the field of medical imaging has emerged
in the past decade for automated image segmentation. 1 Medical image segmentation seeks …
in the past decade for automated image segmentation. 1 Medical image segmentation seeks …
PET functional volume delineation: a robustness and repeatability study
M Hatt, C Cheze Le Rest, N Albarghach… - European journal of …, 2011 - Springer
Purpose Current state-of-the-art algorithms for functional uptake volume segmentation in
PET imaging consist of threshold-based approaches, whose parameters often require …
PET imaging consist of threshold-based approaches, whose parameters often require …
The first MICCAI challenge on PET tumor segmentation
Introduction Automatic functional volume segmentation in PET images is a challenge that
has been addressed using a large array of methods. A major limitation for the field has been …
has been addressed using a large array of methods. A major limitation for the field has been …