Statistical limitations in functional neuroimaging II. Signal detection and statistical inference

Optimization by Simulated Annealing

1983 • 42,775 citations

Statistical Learning Theory

1999 • 27,709 citations

Cortical Surface-Based Analysis

1999 • 10,303 citations

Statistical parametric maps in functional imaging: A general linear approach

1994 • 9,606 citations

Cortical Surface-Based Analysis

1999 • 6,019 citations

Spatial Interaction and the Statistical Analysis of Lattice Systems

1974 • 5,753 citations

Improved Assessment of Significant Activation in Functional Magnetic Resonance Imaging (fMRI): Use of a Cluster‐Size Threshold

1995 • 3,220 citations

A unified statistical approach for determining significant signals in images of cerebral activation

1996 • 2,680 citations

The structure of images

1984 • 2,427 citations

Multiple Comparison Procedures

1987 • 2,256 citations

A Three-Dimensional Statistical Analysis for CBF Activation Studies in Human Brain

1992 • 2,062 citations

Assessing the significance of focal activations using their spatial extent

1994 • 1,917 citations

Human Brain Function

1997 • 1,712 citations

Analysis of functional MRI time‐series

1994 • 1,709 citations

Comparing Functional (PET) Images: The Assessment of Significant Change

1991 • 1,647 citations

Detecting Activations in PET and fMRI: Levels of Inference and Power

1996 • 1,156 citations

Nonparametric Analysis of Statistic Images from Functional Mapping Experiments

1996 • 886 citations

The Relationship between Global and Local Changes in PET Scans

1990 • 861 citations

Empirical Analyses of BOLD fMRI Statistics

1997 • 703 citations

Statistical methods of estimation and inference for functional MR image analysis

1996 • 702 citations

Combining Spatial Extent and Peak Intensity to Test for Activations in Functional Imaging

1997 • 685 citations

Enhanced Detection of Focal Brain Responses Using Intersubject Averaging and Change-Distribution Analysis of Subtracted PET Images

1988 • 502 citations

Empirical Analyses of BOLD fMRI Statistics

1997 • 493 citations

Artifacts due to stimulus correlated motion in functional imaging of the brain

1994 • 482 citations

Incorporating Prior Knowledge into Image Registration

1997 • 469 citations

Detecting changes in nonisotropic images

1999 • 426 citations

Clustered pixels analysis for functional MRI activation studies of the human brain

1995 • 376 citations

Permutation Tests

1994 • 356 citations

Noninvasive functional brain mapping by change-distribution analysis of averaged PET images of H215O tissue activity.

1989 • 339 citations

Local Maxima and the Expected Euler Characteristic of Excursion Sets of χ 2, F and t Fields

1994 • 315 citations

Effect of temporal autocorrelation due to physiological noise and stimulus paradigm on voxel-level false-positive rates in fMRI

1998 • 295 citations

Searching scale space for activation in PET images

1996 • 290 citations

Characterizing the Response of PET and fMRI Data Using Multivariate Linear Models

1997 • 273 citations

Correlation Theory of Stationary and Related Random Functions

1987 • 270 citations

Estimation of the Probabilities of 3D Clusters in Functional Brain Images

1998 • 249 citations

A multiresolution hierarchical approach to image segmentation based on intensity extrema

1990 • 216 citations

Testing for a Signal with Unknown Location and Scale in a Stationary Gaussian Random Field

1995 • 192 citations

Analysis of Individual Positron Emission Tomography Activation Maps by Detection of High Signal-to-Noise-Ratio Pixel Clusters

1993 • 159 citations

Intersubject variability of functional areas in the human visual cortex

1998 • 141 citations

The geometry of correlation fields with an application to functional connectivity of the brain

1999 • 131 citations

Three‐dimensional analysis of clustered voxels in ¹⁵O‐butanol brain activation images

1993 • 125 citations

Functional Mapping of Human Sensorimotor Cortex with 3D BOLD fMRI Correlates Highly with H₂¹⁵O PET rCBF

1996 • 124 citations

Estimating Smoothness in Statistical Parametric Maps

1995 • 123 citations

Time series analysis in the time domain and resampling methods for studies of functional magnetic resonance brain imaging

1997 • 123 citations

Estimating the Number of Peaks in a Random Field Using the Hadwiger Characteristic of Excursion Sets, with Applications to Medical Images

1995 • 119 citations

The Geometry of Random Images

1996 • 105 citations

An overview and some new developments in the statistical analysis of PET and fMRI data

1997 • 101 citations

Tests for Distributed, Nonfocal Brain Activations

1995 • 99 citations

Scale space: Its natural operators and differential invariants

1991 • 98 citations

A Method for Assessing the Accuracy of Intersubject Registration of the Human Brain Using Anatomic Landmarks

1999 • 96 citations

Reproducibility of PET Activation Studies: Lessons from a Multi-Center European Experiment

1996 • 80 citations

Enhanced Detection in Brain Activation Maps Using a Multifiltering Approach

1994 • 78 citations

Reliability of PET activation across statistical methods, subject groups, and sample sizes

1996 • 77 citations

Analysis of individual brain activation maps using hierarchical description and multiscale detection

1994 • 72 citations

fMRI Signal Restoration Using a Spatio-Temporal Markov Random Field Preserving Transitions

1998 • 68 citations

A critique of the use of the Kolmogorov‐Smirnov (KS) statistic for the analysis of BOLD fMRI data

1998 • 67 citations

Generic Model for the Localization of the Cerebral Cortex and Preoperative Multimodal Integration in Epilepsy Surgery

1995 • 53 citations

Activation pattern reproducibility: Measuring the effects of group size and data analysis models

1997 • 53 citations

Mapping Voxel-Based Statistical Power on Parametric Images

1998 • 52 citations

Probabilistic Matching of Brain Images

1995 • 46 citations

An assessment of functional-anatomical variability in neuroimaging studies

1996 • 44 citations

Does Inter‐Subject Variability in Cortical Functional Organization Increase with Neural 'Distance' from the Periphery?

2007 • 43 citations

Intersubject Variability in Functional Neuroanatomy of Silent Verb Generation: Assessment by a New Activation Detection Algorithm Based on Amplitude and Size Information

1995 • 30 citations

Influence of ANOVA Design and Anatomical Standardization on Statistical Mapping for PET Activation

1998 • 24 citations

The mean number of maxima above high levels in Gaussian random fields

1976 • 24 citations

Cluster analysis in individual functional brain images: Some new techniques to enhance the sensitivity of activation detection methods

1994 • 16 citations

“Small group PETting:” Sample sizes in brain mapping research

1997 • 13 citations

Multiscale measures in linear scale-space for characterizing cerebral functional activations in 3D PET difference images

1997 • 13 citations

Assumptions and Validations of Statistical Tests for Functional Neuroimaging

1996 • 12 citations

Estimating Precision in Functional Images

1997 • 7 citations

A MRF based random graph modelling the human cortical topography

2005 • 7 citations

A Critique of a New Analysis Proposed for Functional Neuroimaging

1996 • 2 citations

The size of the connected components of excursion sets of χ2, t and F fields

1999 • 2 citations

Analyses of model responses and residuals in an Event related functional MRI experiment using Multivariate techniques

1998 • 1 citations