|
| 35950944 | Penalized decomposition using residuals (PeDecURe) for feature extraction in the presence of nuisance variables. | Biostatistics | 2023 |
| 35606257 | Automatic Segmentation and Quantification of Upper Airway Anatomic Risk Factors for Obstructive Sleep Apnea on Unprocessed Magnetic Resonance Images. | Acad Radiol | 2023 |
| 37017948 | Assessment of Neuroanatomical Endophenotypes of Autism Spectrum Disorder and Association With Characteristics of Individuals With Schizophrenia and the General Population. | JAMA Psychiatry | 2023 |
| 37147389 | Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium. | Mol Psychiatry | 2023 |
| 37230043 | Inflammatory cytokines and white matter microstructure in the acute phase of first-episode psychosis: A longitudinal study. | Schizophr Res | 2023 |
| 36731813 | Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study. | Neuroimage | 2023 |
| 34564904 | Deep Generative Medical Image Harmonization for Improving Cross-Site Generalization in Deep Learning Predictors. | J Magn Reson Imaging | 2022 |
| 35410495 | Schizophrenia Imaging Signatures and Their Associations With Cognition, Psychopathology, and Genetics in the General Population. | Am J Psychiatry | 2022 |
| 36072364 | Self- and Partner-Reported Subjective Memory Complaints: Association with Objective Cognitive Impairment and Risk of Decline. | J Alzheimers Dis Rep | 2022 |
| 35906241 | The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics. | Sci Data | 2022 |
| 35262657 | Characterizing Heterogeneity in Neuroimaging, Cognition, Clinical Symptoms, and Genetics Among Patients With Late-Life Depression. | JAMA Psychiatry | 2022 |
| 32920988 | 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. | Alzheimers Dement | 2021 |
| 34862382 | A deep learning framework identifies dimensional representations of Alzheimer's Disease from brain structure. | Nat Commun | 2021 |
| 34806001 | Leveraging machine learning predictive biomarkers to augment the statistical power of clinical trials with baseline magnetic resonance imaging. | Brain Commun | 2021 |
| 34043628 | Bile acid synthesis, modulation, and dementia: A metabolomic, transcriptomic, and pharmacoepidemiologic study. | PLoS Med | 2021 |
| 32593031 | Association of hippocampal volume polygenic predictor score with baseline and change in brain volumes and cognition among cognitively healthy older adults. | Neurobiol Aging | 2020 |
| 32103250 | Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning. | Brain | 2020 |
| 32835822 | Associations between cognitive and brain volume changes in cognitively normal older adults. | Neuroimage | 2020 |
| 32860881 | A comparison of Freesurfer and multi-atlas MUSE for brain anatomy segmentation: Findings about size and age bias, and inter-scanner stability in multi-site aging studies. | Neuroimage | 2020 |
| 30580127 | Predictors of neurodegeneration differ between cognitively normal and subsequently impaired older adults. | Neurobiol Aging | 2019 |
| 32577629 | Skull-Stripping of Glioblastoma MRI Scans Using 3D Deep Learning. | Brainlesion | 2019 |
| 31268512 | Association of Midlife Hearing Impairment With Late-Life Temporal Lobe Volume Loss. | JAMA Otolaryngol Head Neck Surg | 2019 |
| 31280118 | Sex differences in brain aging and predictors of neurodegeneration in cognitively healthy older adults. | Neurobiol Aging | 2019 |
| 31334794 | Neuroimaging Findings in US Government Personnel With Possible Exposure to Directional Phenomena in Havana, Cuba. | JAMA | 2019 |
| 30927602 | Sex differences in the association between amyloid and longitudinal brain volume change in cognitively normal older adults. | Neuroimage Clin | 2019 |
| 29186619 | Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals. | Schizophr Bull | 2018 |
| 30077821 | Heterogeneity of structural and functional imaging patterns of advanced brain aging revealed via machine learning methods. | Neurobiol Aging | 2018 |
| 30076276 | White matter lesions: Spatial heterogeneity, links to risk factors, cognition, genetics, and atrophy. | Neurology | 2018 |
| 29644327 | Regional tract-specific white matter hyperintensities are associated with patterns to aging-related brain atrophy via vascular risk factors, but also independently. | Alzheimers Dement (Amst) | 2018 |
| 29398180 | Brain Magnetic Resonance Imaging Findings in Children and Young Adults With CKD. | Am J Kidney Dis | 2018 |
| 29531967 | Radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma: implications for personalized radiotherapy planning. | J Med Imaging (Bellingham) | 2018 |
| 29107121 | Longitudinally and inter-site consistent multi-atlas based parcellation of brain anatomy using harmonized atlases. | Neuroimage | 2018 |
| 29304217 | Elevated Markers of Inflammation Are Associated With Longitudinal Changes in Brain Function in Older Adults. | J Gerontol A Biol Sci Med Sci | 2018 |
| 29168904 | APOE, thought disorder, and SPARE-AD predict cognitive decline in established Parkinson's disease. | Mov Disord | 2018 |
| 29340286 | Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome. | J Med Imaging (Bellingham) | 2018 |
| 28003242 | Heterogeneity of neuroanatomical patterns in prodromal Alzheimer's disease: links to cognition, progression and biomarkers. | Brain | 2017 |
| 29080396 | Neurobiological support to the diagnosis of ADHD in stimulant-naïve adults: pattern recognition analyses of MRI data. | Acta Psychiatr Scand | 2017 |
| 28642263 | Volumetric Analysis from a Harmonized Multisite Brain MRI Study of a Single Subject with Multiple Sclerosis. | AJNR Am J Neuroradiol | 2017 |
| 28826419 | State-dependent microstructural white matter changes in drug-naïve patients with first-episode psychosis. | Psychol Med | 2017 |
| 26812251 | An Alzheimer's Disease-Derived Biomarker Signature Identifies Parkinson's Disease Patients with Dementia. | PLoS One | 2016 |
| 26641972 | Addressing Confounding in Predictive Models with an Application to Neuroimaging. | Int J Biostat | 2016 |
| 26679328 | MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection. | Neuroimage | 2016 |
| 27703783 | Diagnostic potential of structural neuroimaging for depression from a multi-ethnic community sample. | BJPsych Open | 2016 |
| 27173368 | Relationship between APOE Genotype and Structural MRI Measures throughout Adulthood in the Study of Health in Pomerania Population-Based Cohort. | AJNR Am J Neuroradiol | 2016 |
| 27489875 | White matter hyperintensities are more highly associated with preclinical Alzheimer's disease than imaging and cognitive markers of neurodegeneration. | Alzheimers Dement (Amst) | 2016 |
| 27045845 | Advanced brain aging: relationship with epidemiologic and genetic risk factors, and overlap with Alzheimer disease atrophy patterns. | Transl Psychiatry | 2016 |
| 26915498 | Control-group feature normalization for multivariate pattern analysis of structural MRI data using the support vector machine. | Neuroimage | 2016 |
| 26912649 | White matter hyperintensities and imaging patterns of brain ageing in the general population. | Brain | 2016 |
| 27079753 | Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease. | Alzheimers Dement | 2016 |
| 25461337 | Right ventricle segmentation from cardiac MRI: a collation study. | Med Image Anal | 2015 |