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Author Details

Aristeidis Sotiras
Washington University in St. Louis
2009
67
22
Timothy Clark (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
37981126Optimal approaches to analyzing functional MRI data in glioma patients.J Neurosci Methods2024
38017161Examining the association between posttraumatic stress disorder and disruptions in cortical networks identified using data-driven methods.Neuropsychopharmacology2024
37662280Analysing heterogeneity in Alzheimer's Disease using multimodal normative modelling on ATN biomarkers.bioRxiv2024
36346213Benchmarking the generalizability of brain age models: Challenges posed by scanner variance and prediction bias.Hum Brain Mapp2023
38077010Framewise multi-echo distortion correction for superior functional MRI.bioRxiv2023
37645835The Spatial Patterns and Determinants of Cerebrospinal Fluid Circulation in the Human Brain.bioRxiv2023
37970513Scalable NMF via linearly optimized data compression.Proc SPIE Int Soc Opt Eng2023
37969113Scalable Orthonormal Projective NMF via Diversified Stochastic Optimization.Inf Process Med Imaging2023
37563879White matter hyperintensity longitudinal morphometric analysis in association with Alzheimer disease.Alzheimers Dement2023
37123443A systematic review of multimodal brain age studies: Uncovering a divergence between model accuracy and utility.Patterns (N Y)2023
37023632Using synthetic MR images for distortion correction.Dev Cogn Neurosci2023
37152810MRI-based classification of IDH mutation and 1p/19q codeletion status of gliomas using a 2.5D hybrid multi-task convolutional neural network.Neurooncol Adv2023
36948435Ancestral, Pregnancy, and Negative Early-Life Risks Shape Children's Brain (Dis)similarity to Schizophrenia.Biol Psychiatry2023
37017948Assessment of Neuroanatomical Endophenotypes of Autism Spectrum Disorder and Association With Characteristics of Individuals With Schizophrenia and the General Population.JAMA Psychiatry2023
37147389Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium.Mol Psychiatry2023
37146265Integrative Imaging Informatics for Cancer Research: Workflow Automation for Neuro-Oncology (I3CR-WANO).JCO Clin Cancer Inform2023
36799565Brain deficit patterns of metabolic illnesses overlap with those for major depressive disorder: A new metric of brain metabolic disease.Hum Brain Mapp2023
36798354Development of White Matter Fiber Covariance Networks Supports Executive Function in Youth.bioRxiv2023
36764319Effects of clinical, comorbid, and social determinants of health on brain ageing in people with and without HIV: a retrospective case-control study.Lancet HIV2023
36209230Adolescent alcohol use is linked to disruptions in age-appropriate cortical thinning: an unsupervised machine learning approach.Neuropsychopharmacology2023
34273555Timing and Type of Early Psychopathology Symptoms Predict Longitudinal Change in Cortical Thickness From Middle Childhood Into Early Adolescence.Biol Psychiatry Cogn Neurosci Neuroimaging2022
35410495Schizophrenia Imaging Signatures and Their Associations With Cognition, Psychopathology, and Genetics in the General Population.Am J Psychiatry2022
35906241The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics.Sci Data2022
36243003Neurodevelopmental patterns of early postnatal white matter maturation represent distinct underlying microstructure and histology.Neuron2022
35289463Age-dependent white matter disruptions after military traumatic brain injury: Multivariate analysis results from ENIGMA brain injury.Hum Brain Mapp2022
34890143Separating Clinical and Subclinical Depression by Big Data Informed Structural Vulnerability Index and Its impact on Cognition: ENIGMA Dot Product.Pac Symp Biocomput2022
35288282Synthesizing pseudo-T2w images to recapture missing data in neonatal neuroimaging with applications in rs-fMRI.Neuroimage2022
35262657Characterizing Heterogeneity in Neuroimaging, Cognition, Clinical Symptoms, and Genetics Among Patients With Late-Life Depression.JAMA Psychiatry2022
34519351Novel Gyrification Networks Reveal Links with Psychiatric Risk Factors in Early Illness.Cereb Cortex2022
32920988The 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.Alzheimers Dement2021
34617029MRI-based Identification and Classification of Major Intracranial Tumor Types by Using a 3D Convolutional Neural Network: A Retrospective Multi-institutional Analysis.Radiol Artif Intell2021
34413412A machine learning approach for the factorization of psychometric data with application to the Delis Kaplan Executive Function System.Sci Rep2021
32566694Overall survival prediction in glioblastoma patients using structural magnetic resonance imaging (MRI): advanced radiomic features may compensate for lack of advanced MRI modalities.J Med Imaging (Bellingham)2020
33746333Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols.Proc SPIE Int Soc Opt Eng2020
32087950Approaches to Defining Common and Dissociable Neurobiological Deficits Associated With Psychopathology in Youth.Biol Psychiatry2020
31690494Neurostructural Heterogeneity in Youths With Internalizing Symptoms.Biol Psychiatry2020
32103250Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning.Brain2020
32754723The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview.Brainlesion2020
32109935Structural brain networks in remitted psychotic depression.Neuropsychopharmacology2020
29688290Gestational Age is Dimensionally Associated with Structural Brain Network Abnormalities Across Development.Cereb Cortex2019
31230463Evidence for Dissociable Linkage of Dimensions of Psychopathology to Brain Structure in Youths.Am J Psychiatry2019
31476764Accelerated cortical thinning within structural brain networks is associated with irritability in youth.Neuropsychopharmacology2019
31127775APOE Effect on Amyloid-β PET Spatial Distribution, Deposition Rate, and Cut-Points.J Alzheimers Dis2019
31071473Precision diagnostics based on machine learning-derived imaging signatures.Magn Reson Imaging2019
30782802Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging.Proc Natl Acad Sci U S A2019
29340286Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome.J Med Imaging (Bellingham)2018
30076276White matter lesions: Spatial heterogeneity, links to risk factors, cognition, genetics, and atrophy.Neurology2018
29524624MIDAS: Regionally linear multivariate discriminative statistical mapping.Neuroimage2018
29440536Diminished Cortical Thickness Is Associated with Impulsive Choice in Adolescence.J Neurosci2018
29518572Evaluation of non-negative matrix factorization of grey matter in age prediction.Neuroimage2018
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Collaborators

University of Pennsylvania
Co-authored papers 40
Perelman School of Medicine University of Pennsylvania
Co-authored papers 14
University of Pennsylvania
Co-authored papers 14
University of Pennsylvania
Co-authored papers 13
New York University.
Co-authored papers 12
University of Pennsylvania
Co-authored papers 11
Richards Medical Research Laboratories (S.B.)
Co-authored papers 9
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Co-authored papers 6
University of Pennsylvania Perelman School of Medicine
Co-authored papers 6
Washington University School of Medicine in St. Louis
Co-authored papers 5
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 5
University of Southern California
Co-authored papers 4
Mallinckrodt Institute of Radiology, Washington University School of Medicine
Co-authored papers 4
University of Southern California
Co-authored papers 4
University of Pennsylvania
Co-authored papers 4
Imperial College London
Co-authored papers 3
Stanford University
Co-authored papers 3
University of Pennsylvania
Co-authored papers 3
Center for Systems Genomics, Pennsylvania State University, University Park
Co-authored papers 3
Washington University School of Medicine
Co-authored papers 2
Co-authored papers 2
Institute of Neuroscience and Medicine Research, Julich Research Center
Co-authored papers 2
University of Pennsylvania
Co-authored papers 2
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 2
Washington University School of Medicine
Co-authored papers 2
Johns Hopkins University School of Medicine
Co-authored papers 2
University of California San Francisco
Co-authored papers 2
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 2
Big Data Science Institute, University of Oxford
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Frederick National Laboratory for Cancer Research
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