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Simultaneous Truth and Performance Level Estimation (STAPLE): An Algorithm for the Validation of Image Segmentation

Data up to Jan 2025

Published2004
Citations1,902
References65

Total Citations Per Year

Abstract

References (65)

Maximum Likelihood from Incomplete Data Via the EM Algorithm

1977 • 46,601 citations

Measures of the Amount of Ecologic Association Between Species

1945 • 10,974 citations

Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm

2001 • 6,645 citations

Spatial Interaction and the Statistical Analysis of Lattice Systems

1974 • 5,753 citations

On combining classifiers

1998 • 5,251 citations

The EM Algorithm and Extensions

1998 • 5,193 citations

Adaptive Mixtures of Local Experts

1991 • 4,228 citations

On the Statistical Analysis of Dirty Pictures

1986 • 4,068 citations

THE DISTRIBUTION OF THE FLORA IN THE ALPINE ZONE.1

1912 • 3,844 citations

Spatial registration and normalization of images

1995 • 3,673 citations

Beitrag zur Theorie des Ferromagnetismus

1925 • 3,536 citations

A gentle tutorial of the em algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models

1998 • 2,517 citations

Theoretical Improvements in Algorithmic Efficiency for Network Flow Problems

1972 • 2,450 citations

Design and construction of a realistic digital brain phantom

1998 • 1,764 citations

Decision combination in multiple classifier systems

1994 • 1,514 citations

Applying the right statistics: analyses of measurement studies

2003 • 1,257 citations

Morphometric analysis of white matter lesions in MR images: method and validation

1994 • 1,212 citations

Content-boosted collaborative filtering for improved recommendations

2002 • 1,081 citations

Exact Maximum A Posteriori Estimation for Binary Images

1989 • 1,040 citations

Meta-analysis: formulating, evaluating, combining, and reporting

1999 • 958 citations

Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images*

1993 • 703 citations

The Visible Human Male: A Technical Report

1996 • 702 citations

Quantitative magnetic resonance imaging of brain development in premature and mature newborns

1998 • 680 citations

Automated model-based bias field correction of MR images of the brain

1999 • 589 citations

Periventricular white matter injury in the premature infant is followed by reduced cerebral cortical gray matter volume at term

1999 • 546 citations

Parametric estimate of intensity inhomogeneities applied to MRI

2000 • 522 citations

Exact optimization for markov random fields with convex priors

2003 • 479 citations

Meta-analytic methods for diagnostic test accuracy

1995 • 471 citations

Parallel and deterministic algorithms from MRFs: surface reconstruction

1991 • 457 citations

Adaptive, template moderated, spatially varying statistical classification

2000 • 420 citations

Automated Segmentation of MR Images of Brain Tumors

2001 • 417 citations

Impaired Cerebral Cortical Gray Matter Growth After Treatment With Dexamethasone for Neonatal Chronic Lung Disease

2001 • 373 citations

Valmet: A New Validation Tool for Assessing and Improving 3D Object Segmentation

2001 • 340 citations

Routine quantitative analysis of brain and cerebrospinal fluid spaces with MR imaging

1992 • 242 citations

Evaluation of three‐dimensional finite element‐based deformable registration of pre‐ and intraoperative prostate imaging

2001 • 234 citations

Using a combination of reference tests to assess the accuracy of a new diagnostic test

1999 • 225 citations

Hierarchical Mixtures of Experts and the EM Algorithm

1994 • 187 citations

Automatic identification of gray matter structures from MRI to improve the segmentation of white matter lesions

1995 • 179 citations

An Automated Registration Algorithm for Measuring MRI Subcortical Brain Structures

1997 • 145 citations

Interactive, GPU-Based Level Sets for 3D Segmentation

2003 • 135 citations

Validation of Image Segmentation and Expert Quality with an Expectation-Maximization Algorithm

2002 • 110 citations

Mesial Temporal Sclerosis and Temporal Lobe Epilepsy: MR Imaging Deformation-based Segmentation of the Hippocampus in Five Patients

2000 • 110 citations

Surface of the brain: three-dimensional MR images created with volume rendering.

1989 • 104 citations

Three validation metrics for automated probabilistic image segmentation of brain tumours

2004 • 92 citations

Automated Segmentation of MRI of Brain Tumors

2001 • 92 citations

Reliability Parameters to Improve Combination Strategies in Multi-Expert Systems

1999 • 91 citations

Enhanced spatial priors for segmentation of magnetic resonance imagery

1998 • 72 citations

3D model-based segmentation of individual brain structures from magnetic resonance imaging data

1994 • 70 citations

The application of mean field theory to image motion estimation

1995 • 69 citations

Evaluating Image Segmentation Algorithms Using the Pareto Front

2002 • 64 citations

Expectation Maximization Strategies for Multi-atlas Multi-label Segmentation

2003 • 63 citations

A Novel Nonrigid Registration Algorithm and Applications

2001 • 43 citations

Model-based three-dimensional medical image segmentation

1999 • 40 citations

<title>The problem of ROC analysis without truth: the EM algorithm and the information matrix</title>

2000 • 32 citations

An image processing strategy for the quantification and visualization of exercise-induced muscle MRI signal enhancement

2000 • 29 citations

Measuring global and local spatial correspondence using information theory

1998 • 28 citations

Adaptive template moderated spatially varying statistical classification

1998 • 27 citations

A morphologically optimal strategy for classifier combinaton: multiple expert fusion as a tomographic process

2003 • 27 citations

Toward a Common Validation Methodology for Segmentation and Registration Algorithms

2000 • 24 citations

SIMULTANEOUS VALIDATION OF IMAGE SEGMENTATION AND ASSESSMENT OF EXPERT QUALITY.

2002 • 18 citations

Extraction and Application of Expert Priors to Combine Multiple Segmentations of Human Brain Tissue

2003 • 16 citations

Physics-Based Nonrigid Registration for Medical Image Analysis

2001 • 11 citations

Simultaneous validation of image segmentation and assessment of expert quality [tumor MRI application]

2003 • 7 citations

Evaluating Image Segmentation Algorithms Using the Pareto Front

2002 • 5 citations

Bias correction, puls sequence, and neurodegeneration influence performance of automated skull - stripping methods

2003 • 3 citations

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