List of works by Stephen C. Strother

5-HTTLPR differentially predicts brain network responses to emotional faces

scientific article (publication date: July 2015)

A Contrast-Detail-Noise Approach To The Study Of Display Conditions

A Developer's Commentary on Fiswidgets

article

A Hybrid LDA+gCCA Model for fMRI Data Classification and Visualization

scientific article

A Java-based fMRI processing pipeline evaluation system for assessment of univariate general linear model and multivariate canonical variate analysis-based pipelines

scientific article

A Linear Spatial Correlation Model, with Applications to Positron Emission Tomography

article

A Technique To Reject Scattered Radiation In PET Transmission Scans

article

A computerized tablet with visual feedback of hand position for functional magnetic resonance imaging

scientific article

A hierarchy of cognitive brain networks revealed by multivariate performance metrics

A multivariate analysis of age-related differences in default mode and task-positive networks across multiple cognitive domains

scientific article

A mutual information-based metric for evaluation of fMRI data-processing approaches

scientific article

A new tablet for writing and drawing during functional MRI

article

A new tablet for writing and drawing during functional MRI.

scientific article

A novel DTI-QA tool: Automated metric extraction exploiting the sphericity of an agar filled phantom

scientific article published on 17 October 2017

A regional covariance approach to the analysis of functional patterns in positron emission tomographic data

scientific article

A spatially robust ICA algorithm for multiple fMRI data sets

article

A symbolic environment for visualizing activated foci in functional neuroimaging datasets

scientific article

Abnormal cerebral glucose metabolism in HIV-1 seropositive subjects with and without dementia

scientific article published in July 1996

Abnormal cerebral glucose metabolism in long-term survivors of childhood acute lymphocytic leukemia

scientific article published on March 1991

Abnormal functional connectivity in posttraumatic stress disorder

scientific article published in March 2002

Abnormal network connectivity in frontotemporal dementia: evidence for prefrontal isolation

scientific article published on 24 September 2012

Absolute quantitation in neurological PET: do we need it?

scientific article published in March 1991

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

scientific article

An Automated, Adaptive Framework for Optimizing Preprocessing Pipelines in Task-Based Functional MRI

scientific article published on 10 July 2015

An evaluation of methods for detecting brain activations from functional neuroimages

scientific article published in May 2002

An improved approach for measurement of regional cerebral rate constants in the deoxyglucose method with positron emission tomography

scientific article published in December 1984

An investigation of cortical thickness and antidepressant response in major depressive disorder: A CAN-BIND study report

scientific article published on 13 January 2020

Antihypertensive Treatment is associated with MRI-Derived Markers of Neurodegeneration and Impaired Cognition: A Propensity-Weighted Cohort Study

scientific article published on 17 July 2017

Application Of Spatial Filtering To CT Imagery

article published in 1982

Are brain functions really additive?

scientific article

Automated iterative reclustering framework for determining hierarchical functional networks in resting state fMRI.

scientific article

BIDS Apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods

BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods.

scientific article

Bayesian kernel methods for analysis of functional neuroimages.

scientific article

Brain Networks Implicated in Seasonal Affective Disorder: A Neuroimaging PET Study of the Serotonin Transporter

scientific article

Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data.

scientific article

Brainhack: a collaborative workshop for the open neuroscience community

scientific article

Canonical Ridge Analysis with Ridge Parameter Optimization

scholarly article

Cerebral serotonin transporter measurements with [11C]DASB: A review on acquisition and preprocessing across 21 PET centres.

scientific article published in January 2018

Clinical, behavioral, and neural measures of reward processing correlate with escitalopram response in depression: a Canadian Biomarker Integration Network in Depression (CAN-BIND-1) Report

scientific article published on 29 April 2020

Cluster analysis of activity-time series in motor learning

scientific article

Commentary and opinion: I. Principal component analysis, variance partitioning, and "functional connectivity".

scientific article

Comparing classification methods for longitudinal fMRI studies.

scientific article published in November 2010

Comparing within-subject classification and regularization methods in fMRI for large and small sample sizes

scientific article

Comparison of BCG artifact removal methods for evoked responses in simultaneous EEG-fMRI.

scientific article published on 24 February 2015

Comparison of matched BOLD and FAIR 4.0T-fMRI with [15O]water PET brain volumes

scientific article

Comparison of quality control methods for automated diffusion tensor imaging analysis pipelines

scientific article published on 20 December 2019

Comparison of voxel- and volume-of-interest-based analyses in FDG PET scans of HIV positive and healthy individuals

scientific article published on 01 April 2000

Complex and magnitude-only preprocessing of 2D and 3D BOLD fMRI data at 7 T.

scientific article

Consensus inference in neuroimaging

scientific article

Correction to: The Toronto cognitive assessment (TorCA): normative data and validation to detect amnestic mild cognitive impairment

article

Correction: An Automated, Adaptive Framework for Optimizing Preprocessing Pipelines in Task-Based Functional MRI.

scientific article published on 17 December 2015

Corrigendum to “Longitudinal cerebral blood flow changes during speech in hereditary ataxia” [Brain & Language 114 (2010) 43–51]

scholarly article published in Brain and Language

Cortical Thickness Estimation in Individuals With Cerebral Small Vessel Disease, Focal Atrophy, and Chronic Stroke Lesions

scientific article published on 14 December 2020

Cortical thickness in major depressive disorder: A systematic review and meta-analysis

scientific article published on 15 August 2018

Data warehousing methods and processing infrastructure for brain recovery research.

scientific article

Data-driven evaluation and optimization of acquisition strategies for ultra-high-field functional MRI at 7 Tesla

Data-driven optimization and evaluation of 2D EPI and 3D PRESTO for BOLD fMRI at 7 Tesla: I. Focal coverage

scientific article

Differences in cerebral blood flow and glucose utilization in vegetative versus locked-in patients

scientific article

Different preprocessing strategies lead to different conclusions: A [11C]DASB-PET reproducibility study

scientific article published on 01 October 2019

Dimensionality estimation for optimal detection of functional networks in BOLD fMRI data

scientific article

Dimensionality of brain networks linked to life-long individual differences in self-control

scientific article published on January 2013

Discovering biomarkers for antidepressant response: protocol from the Canadian biomarker integration network in depression (CAN-BIND) and clinical characteristics of the first patient cohort.

scientific article

Display of merged multimodality brain images using interleaved pixels with independent color scales

scientific article

Dissociation of Down syndrome and Alzheimer's disease effects with imaging

scientific article

Does size matter? The relationship between predictive power of single-subject morphometric networks to spatial scale and edge weight

scientific article published on 18 September 2020

Dysfunction of dorsolateral prefrontal cortex in antipsychotic-naïve schizophreniform psychosis

scientific article published on 17 October 2006

Early cerebral small vessel disease and brain volume, cognition, and gait

scientific article published in February 2015

Effect of blood curve smearing on the accuracy of parameter estimates obtained for 82Rb/PET studies of blood-brain barrier permeability

scientific article

Effect of selecting a fixed dephosphorylation rate on the estimation of rate constants and rCMRGlu from dynamic [18F] fluorodeoxyglucose/PET data

scientific article

Effect of spatial alignment transformations in PCA and ICA of functional neuroimages

scientific article

Effects of changes in experimental design on PET studies of isometric force

scientific article

Effects of percent thresholding on the extraction of [18F]fluorodeoxyglucose positron emission tomographic region-of-interest data

scientific article

Enhancing reproducibility of fMRI statistical maps using generalized canonical correlation analysis in NPAIRS framework

scientific article published on 14 February 2012

Enhancing the multivariate signal of [15O] water PET studies with a new nonlinear neuroanatomical registration algorithm

scientific article

Escitalopram ameliorates differences in neural activity between healthy comparison and major depressive disorder groups on an fMRI Emotional conflict task: A CAN-BIND-1 study

scientific article published on 13 November 2019

Evaluating brain activity in obsessive-compulsive disorder: preliminary insights from a multivariate analysis

scientific article published in September 2006

Evaluating fMRI preprocessing pipelines

scientific article

Evaluating subject specific preprocessing choices in multisubject fMRI data sets using data-driven performance metrics

scientific article

Evaluation and comparison of GLM- and CVA-based fMRI processing pipelines with Java-based fMRI processing pipeline evaluation system

scientific article

Evaluation and optimization of fMRI single-subject processing pipelines with NPAIRS and second-level CVA.

scientific article

Evaluation of spatio-temporal decomposition techniques for group analysis of fMRI resting state data sets

scientific article

Exploring predictive and reproducible modeling with the single-subject FIAC dataset

scientific article

FDG PET Parkinson's disease-related pattern as a biomarker for clinical trials in early stage disease

scholarly article by Dawn C Matthews et al published 2018 in NeuroImage: Clinical

Functional connectivity during Stroop task performance

scientific article published on January 2005

Functional connectivity metrics during stroke recovery.

scientific article

Functional connectivity reveals inefficient working memory systems in post-traumatic stress disorder

scientific article

Generalizable Singular Value Decomposition for Ill-posed Datasets ⬇️

scientific article published in January 2001

Generalizable patterns in neuroimaging: how many principal components?

scientific article (publication date: May 1999)

Generative versus discriminative training of RBMs for classification of fMRI images ⬇️

Graphical analysis of MR feature space for measurement of CSF, gray-matter, and white-matter volumes

scientific article

Group specific optimisation of fMRI processing steps for child and adult data

scientific article

Harnessing Neuroimaging Capability in Pediatric Stroke: Proceedings of the Stroke Imaging Laboratory for Children Workshop

scientific article

Hippocampal tail volume as a predictive biomarker of antidepressant treatment outcomes in patients with major depressive disorder: a CAN-BIND report

scientific article published on 14 October 2019

Histogram-weighted Networks for Feature Extraction, Connectivity and Advanced Analysis in Neuroscience

How many separable sources? Model selection in independent components analysis ⬇️

scientific article published on 26 March 2015

Impact of inter-subject image registration on group analysis of fMRI data

article

Impact of spatial scale and edge weight on predictive power of cortical thickness networks

Improved resolution for PET volume imaging through three-dimensional iterative reconstruction

scientific article published in October 1997

In defense of quantitative PET techniques.

scientific article published in April 1989

Introduction to the Issue on Advanced Signal Processing for Brain Networks

scholarly article by D. Van De Ville et al published October 2016 in IEEE Journal on Selected Topics in Signal Processing

Iterative algebraic reconstruction algorithms for emission computed tomography: a unified framework and its application to positron emission tomography.

scientific article published in November 1993

Kernel Methods for Functional Neuroimaging Analysis

Longitudinal cerebral blood flow changes during speech in hereditary ataxia

scientific article

Machine Learning in Medical Imaging

scientific article published on July 2010

Mapping cerebral blood flow during speech production in hereditary ataxia

scientific article published on 27 January 2006

Massive weight sharing: A cure for extremely ill-posed problems ⬇️

scientific article published in 1995

Measuring PET scanner sensitivity: relating countrates to image signal-to-noise ratios using noise equivalents counts

MicroRNAs 146a/b-5 and 425-3p and 24-3p are markers of antidepressant response and regulate MAPK/Wnt-system genes

scientific article

Mind-Matter Interactions and the Frontal Lobes of the Brain: A Novel Neurobiological Model of Psi Inhibition.

scientific article published on 23 October 2017

Model sparsity and brain pattern interpretation of classification models in neuroimaging

scientific article

Motivation and synthesis of the FIAC experiment: Reproducibility of fMRI results across expert analyses

scientific article published in May 2006

Motor Phenotype in Neurodegenerative Disorders: Gait and Balance Platform Study Design Protocol for the Ontario Neurodegenerative Research Initiative (ONDRI)

scientific article

MouseBytes, an open-access high-throughput pipeline and database for rodent touchscreen-based cognitive assessment

scientific article published on 11 December 2019

Multivariate predictive relationship between kinematic and functional activation patterns in a PET study of visuomotor learning.

scientific article published in November 2000

New Horizons for the Next Era of Human Brain Imaging, Cognitive, and Behavioral Research: Pacific Rim Interactivity

scientific article (publication date: December 2008)

Noise and signal decoupling in maximum-likelihood reconstructions and Metz filters for PET brain images

scientific article

Nonlinear versus linear models in functional neuroimaging: Learning curves and generalization crossover

article

Novel histogram-weighted cortical thickness networks and a multi-scale analysis of predictive power in Alzheimer's disease

scholarly article published June 2016

Occupation attributes relate to location of atrophy in frontotemporal lobar degeneration

scientific article

Ontario Neurodegenerative Disease Research Initiative (ONDRI): Structural MRI Methods and Outcome Measures

scientific article published on 11 August 2020

Optimization of preprocessing strategies in Positron Emission Tomography (PET) neuroimaging: A [11C]DASB PET study

scientific article published on 01 June 2019

Optimizing fMRI preprocessing pipelines for block-design tasks as a function of age.

scientific article published on 12 February 2017

Optimizing preprocessing and analysis pipelines for single-subject fMRI. I. Standard temporal motion and physiological noise correction methods

scientific article published on 31 March 2011

Optimizing preprocessing and analysis pipelines for single-subject fMRI: 2. Interactions with ICA, PCA, task contrast and inter-subject heterogeneity

scientific article

Optimizing the design and analysis of clinical functional magnetic resonance imaging research studies

scientific article

Optimizing the fMRI data-processing pipeline using prediction and reproducibility performance metrics: I. A preliminary group analysis

scientific article

PET Imaging of Tau Pathology and Relationship to Amyloid, Longitudinal MRI, and Cognitive Change in Down Syndrome: Results from the Down Syndrome Biomarker Initiative (DSBI).

scientific article published in January 2017

PHYCAA+: an optimized, adaptive procedure for measuring and controlling physiological noise in BOLD fMRI.

scientific article published on 31 May 2013

PHYCAA: data-driven measurement and removal of physiological noise in BOLD fMRI.

scientific article

PLS and Functional Neuroimaging: Bias and Detection Power Across Different Resampling Schemes

article

Pacific Rim Collaborations: A Canadian Perspective

article

Parkinson's Disease, NOTCH3 Genetic Variants, and White Matter Hyperintensities

scientific article published on 23 June 2020

Pattern classification of fMRI data: applications for analysis of spatially distributed cortical networks

scientific article

Penalized discriminant analysis of [15O]-water PET brain images with prediction error selection of smoothness and regularization hyperparameters

scientific article published in May 2001

Plurality and resemblance in fMRI data analysis

scientific article (publication date: September 1999)

Porting a neuro-imaging application to a CPU-GPU cluster

Positron emission tomographic measurement of blood-to-brain and blood-to-tumour transport of 82Rb. II: Clinical data and validation of technique

scientific article

Positron emission tomographic measurement of blood-to-brain and blood-to-tumour transport of82Rb. I: Error analysis and computer simulations

scientific article published on 01 December 1989

Practical tradeoffs between noise, quantitation, and number of iterations for maximum likelihood-based reconstructions

article by J.-S. Liow & Stephen C. Strother published 1991 in IEEE Transactions on Medical Imaging

Predicting performance from functional imaging data: methods matter

scientific article

Preprocessing, Prediction and Significance: Framework and Application to Brain Imaging

scientific article published on 10 October 2019

Principal component analysis and the scaled subprofile model compared to intersubject averaging and statistical parametric mapping: I. "Functional connectivity" of the human motor system studied with [15O]water PET.

scientific article published on September 1995

Production and dosimetry of [14O]water for PET activation studies.

scientific article published in November 2002

Python class defining a machine learning dataset ensuring key-based correspondence and maintaining integrity

scholarly article by Pradeep Reddy Raamana & Stephen C. Strother published 11 September 2017 in Journal of Open Source Software

Quantitative comparisons of image registration techniques based on high-resolution MRI of the brain

scientific article published on November 1994

Reduced accuracy accompanied by reduced neural activity during the performance of an emotional conflict task by unmedicated patients with major depression: A CAN-BIND fMRI study

scientific article published on 06 July 2019

Reduced cerebral glucose metabolism and increased brain capillary permeability following high-dose methotrexate chemotherapy: a positron emission tomographic study

scientific article published on January 1987

Reliability of a functional magnetic resonance imaging task of emotional conflict in healthy participants

scientific article published on 03 December 2019

Reproducibility of BOLD-based functional MRI obtained at 4 T.

scientific article

Scaled subprofile model: a statistical approach to the analysis of functional patterns in positron emission tomographic data

scientific article

Spatiotemporal fMRI data processing using generalized canonical correlation analysis

Stability of regional cerebral glucose metabolism in the normal brain measured by positron emission tomography

scientific article published on 01 May 1988

Structural covariance pattern abnormalities of insula in major depressive disorder: A CAN-BIND study report

scientific article published on 06 December 2020

Support vector machines for temporal classification of block design fMRI data

scientific article

Symptomatic and Functional Outcomes and Early Prediction of Response to Escitalopram Monotherapy and Sequential Adjunctive Aripiprazole Therapy in Patients With Major Depressive Disorder: A CAN-BIND-1 Report

scientific article published on 05 February 2019

Testing a deep convolutional neural network for automated hippocampus segmentation in a longitudinal sample of healthy participants

scientific article published on 07 May 2019

The Associative Memory Deficit in Aging Is Related to Reduced Selectivity of Brain Activity during Encoding

scientific article published on 15 April 2016

The CAMH Neuroinformatics Platform: A Hospital-Focused Brain-CODE Implementation

scholarly article by David J Rotenberg et al published 2018 in Frontiers in Neuroinformatics

The Canadian Biomarker Integration Network in Depression (CAN-BIND): magnetic resonance imaging protocols

scientific article published on 01 July 2019

The Canadian Dementia Imaging Protocol: Harmonization validity for morphometry measurements

scientific article published on 18 July 2019

The Canadian Dementia Imaging Protocol: Harmonizing National Cohorts

article

The Center for Integrated Molecular Brain Imaging (Cimbi) database ⬇️

scientific article

The Impact of Preprocessing Pipeline Choice in Univariate and Multivariate Analyses of PET Data

The Ontario Neurodegenerative Disease Research Initiative (ONDRI).

scientific article published on 22 December 2016

The Quality Assurance and Quality Control Protocol for Neuropsychological Data Collection and Curation in the Ontario Neurodegenerative Disease Research Initiative (ONDRI) Study

scientific article published on 22 April 2020

The Stability of Behavioral PLS Results in Ill-Posed Neuroimaging Problems

article

The Toronto Cognitive Assessment (TorCA): normative data and validation to detect amnestic mild cognitive impairment

article

The association between cerebrovascular reactivity and resting-state fMRI functional connectivity in healthy adults: The influence of basal carbon dioxide.

scientific article published on 20 February 2016

The comparative effectiveness of electroencephalographic indices in predicting response to escitalopram therapy in depression: A pilot study.

scientific article published on 3 November 2017

The convergence of object dependent resolution in maximum likelihood based tomographic image reconstruction.

scientific article published in January 1993

The effect of set on the resting state in functional imaging: a role for the striatum?

scientific article published in July 2004

The effect of white matter hyperintensities on verbal memory: Mediation by temporal lobe atrophy

scientific article

The evaluation of preprocessing choices in single-subject BOLD fMRI using NPAIRS performance metrics

scientific article published in January 2003

The functional connectivity landscape of the human brain

scientific article

The metabolic anatomy of Parkinson's disease: Complementary [18F]fluorodeoxyglucose and [18F]fluorodopa positron emission tomographic studies

scholarly article by David Eidelberg et al published 1990 in Movement Disorders

The metabolic anatomy of paraneoplastic cerebellar degeneration

The metabolic landscape of cortico-basal ganglionic degeneration: regional asymmetries studied with positron emission tomography

scientific article

The metabolic pathology of the AIDS dementia complex

scientific article

The quantitative evaluation of functional neuroimaging experiments: mutual information learning curves

scientific article

The quantitative evaluation of functional neuroimaging experiments: the NPAIRS data analysis framework

scientific article

The structure of the serotonin system: A PET imaging study

scientific article published on 07 October 2019

The suppression of scale-free fMRI brain dynamics across three different sources of effort: aging, task novelty and task difficulty

scientific article published on 08 August 2016

The time course of steroid action on blood-to-brain and blood-to-tumor transport of 82Rb: a positron emission tomographic study.

scientific article published in March 1989

The utility of multivariate outlier detection techniques for data quality evaluation in large studies: an application within the ONDRI project

scholarly article by Kelly M Sunderland et al published 15 May 2019 in BMC Medical Research Methodology

Use of Machine Learning for Predicting Escitalopram Treatment Outcome From Electroencephalography Recordings in Adult Patients With Depression

scientific article published on 03 January 2020

Visual QC Protocol for FreeSurfer Cortical Parcellations from Anatomical MRI

scientific article published on 14 December 2022

Visualization of neural networks using saliency maps

scholarly article by Niels Jacob Sand Mørch et al published November 1995 in Proceedings of ICNN'95 - International Conference on Neural Networks

White Matter Indices of Medication Response in Major Depression: A Diffusion Tensor Imaging Study

scientific article published on 12 June 2019

[13N]cisplatin PET to assess pharmacokinetics of intra-arterial versus intravenous chemotherapy for malignant brain tumors

scientific article

graynet: single-subject morphometric networks for neuroscience connectivity applications

article by Pradeep Reddy Raamana & Stephen C. Strother published 2 October 2018 in Journal of Open Source Software

mrivis: Medical image visualization library for neuroscience in python

scholarly article by Pradeep Reddy Raamana & Stephen C. Strother published 9 October 2018 in Journal of Open Source Software

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