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List of works by Aristeidis Sotiras

A Discrete MRF Framework for Integrated Multi-Atlas Registration and Segmentation

article published in 2016

Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition

scientific article published on 7 March 2016

Accelerated cortical thinning within structural brain networks is associated with irritability in youth

scientific article published on 02 September 2019

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features

scientific article published on 5 September 2017

Approaches to Defining Common and Dissociable Neurobiological Deficits Associated With Psychopathology in Youth

scientific article published on 23 December 2019

Atlas-based deformable mutual population segmentation

Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome.

scientific article published on 11 January 2018

Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease

scientific article

DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting

scientific article published on 17 July 2010

Deformable medical image registration: a survey

scientific article published on 31 May 2013

Deformable medical image registration: setting the state of the art with discrete methods

scientific article published on August 2011

Deriving statistical significance maps for support vector regression using medical imaging data

scientific article

Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging

scientific article published on 19 February 2019

Diminished Cortical Thickness is Associated with Impulsive Choice in Adolescence.

scientific article published on 12 February 2018

Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane Classifier

scientific article published in October 2015

Evaluation of non-negative matrix factorization of grey matter in age prediction

scientific article published on 5 March 2018

Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization

scientific article

GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation

scientific article published in 2016

Gestational Age is Dimensionally Associated with Structural Brain Network Abnormalities Across Development

scientific article published on 21 April 2018

Graph-based Deformable Image Registration

scientific article published in 2015

Graphical models and deformable diffeomorphic population registration using global and local metrics

HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework

scientific article

Heterogeneity of neuroanatomical patterns in prodromal Alzheimer's disease: links to cognition, progression and biomarkers.

scientific article published on 20 December 2016

MIDAS: Regionally linear multivariate discriminative statistical mapping

scientific article published on 7 March 2018

Machine learning as a means toward precision diagnostics and prognostics

scientific article published in 2016

Neurocognitive and functional heterogeneity in depressed youth

scientific article published on 02 October 2020

Neurostructural Heterogeneity in Youths With Internalizing Symptoms

scientific article published on 18 September 2019

Overall survival prediction in glioblastoma patients using structural magnetic resonance imaging (MRI): advanced radiomic features may compensate for lack of advanced MRI modalities

scientific article published on 01 May 2020

Patterns of coordinated cortical remodeling during adolescence and their associations with functional specialization and evolutionary expansion

scientific article published on 13 March 2017

Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework

scientific article published in October 2016

Simultaneous Geometric - Iconic Registration

Structural brain networks in remitted psychotic depression

scientific article published on 28 February 2020

Structured Outlier Detection in Neuroimaging Studies with Minimal Convex Polytopes

scientific article published in October 2016

The Brain Chart of Aging: Machine-learning analytics reveals links between brain aging, white matter disease, amyloid burden, and cognition in the iSTAGING consortium of 10,216 harmonized MR scans

scientific article published on 13 September 2020

Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning

scientific article published on 01 March 2020

White matter lesions: Spatial heterogeneity, links to risk factors, cognition, genetics, and atrophy

article

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