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Author Details

Christos Davatzikos
University of Pennsylvania
1992
515
90
Timothy Clark (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
37398441The Genetic Architecture of Biological Age in Nine Human Organ Systems.medRxiv2024
37801487Proteomic Indicators of Health Predict Alzheimer's Disease Biomarker Levels and Dementia Risk.Ann Neurol2024
38050662Tau-neurodegeneration mismatch reveals vulnerability and resilience to comorbidities in Alzheimer's continuum.Alzheimers Dement2024
37398441The Genetic Architecture of Biological Age in Nine Human Organ Systems.medRxiv2024
37801487Proteomic Indicators of Health Predict Alzheimer's Disease Biomarker Levels and Dementia Risk.Ann Neurol2024
38050662Tau-neurodegeneration mismatch reveals vulnerability and resilience to comorbidities in Alzheimer's continuum.Alzheimers Dement2024
36346213Benchmarking the generalizability of brain age models: Challenges posed by scanner variance and prediction bias.Hum Brain Mapp2023
36371816Plasma neurofilament light as blood marker for poor brain white matter integrity among middle-aged urban adults.Neurobiol Aging2023
35903917Editorial for "Non-Invasive Evaluation of the Notch Signaling Pathway via Radiomic Signatures Based on Multiparametric MRI in Association With Biological Functions of Patients With Glioma: A Multi-Institutional Study".J Magn Reson Imaging2023
35950944Penalized decomposition using residuals (PeDecURe) for feature extraction in the presence of nuisance variables.Biostatistics2023
36346213Benchmarking the generalizability of brain age models: Challenges posed by scanner variance and prediction bias.Hum Brain Mapp2023
35731973Automated analysis of low-field brain MRI in cerebral malaria.Biometrics2023
35606257Automatic Segmentation and Quantification of Upper Airway Anatomic Risk Factors for Obstructive Sleep Apnea on Unprocessed Magnetic Resonance Images.Acad Radiol2023
36378796Ensemble Inversion for Brain Tumor Growth Models With Mass Effect.IEEE Trans Med Imaging2023
37662256Neuroimaging-AI Endophenotypes of Brain Diseases in the General Population: Towards a Dimensional System of Vulnerability.medRxiv2023
37814955Identification of Clinically Relevant Brain Endothelial Cell Biomarkers in Plasma.Stroke2023
37634885Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer's disease.Neuroimage2023
37552657Radiomic signatures of meningiomas using the Ki-67 proliferation index as a prognostic marker of clinical outcomes.Neurosurg Focus2023
37156318A randomized controlled trial examining the effects of behavioral weight loss treatment on hippocampal volume and neurocognition.Physiol Behav2023
37093602Assessment of Risk Factors and Clinical Importance of Enlarged Perivascular Spaces by Whole-Brain Investigation in the Multi-Ethnic Study of Atherosclerosis.JAMA Netw Open2023
36716365Bias in machine learning models can be significantly mitigated by careful training: Evidence from neuroimaging studies.Proc Natl Acad Sci U S A2023
37084926Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization.Neuroimage2023
36511390Alzheimer's Disease Genetic Risk, Cognition, and Brain Aging in Midlife.Ann Neurol2023
37336172Sex differences in plasma lipid profiles of accelerated brain aging.Neurobiol Aging2023
37147389Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium.Mol Psychiatry2023
36824762Tau-Neurodegeneration <i>mismatch</i> reveals vulnerability and resilience to comorbidities in Alzheimer's continuum.medRxiv2023
37076487Adaptive data-driven selection of sequences of biological and cognitive markers in pre-clinical diagnosis of dementia.Sci Rep2023
37017948Assessment of Neuroanatomical Endophenotypes of Autism Spectrum Disorder and Association With Characteristics of Individuals With Schizophrenia and the General Population.JAMA Psychiatry2023
36958620Associations of baseline and longitudinal change in cerebellum volume with age-related changes in verbal learning and memory.Neuroimage2023
36706636Computing personalized brain functional networks from fMRI using self-supervised deep learning.Med Image Anal2023
36702828Author Correction: Federated learning enables big data for rare cancer boundary detection.Nat Commun2023
36702211Applications of generative adversarial networks in neuroimaging and clinical neuroscience.Neuroimage2023
36566592Unsupervised machine learning using K-means identifies radiomic subgroups of pediatric low-grade gliomas that correlate with key molecular markers.Neoplasia2023
37261829Patterns of Regional Brain Atrophy and Brain Aging in Middle- and Older-Aged Adults With Type 1 Diabetes.JAMA Netw Open2023
37257406Plasma neurofilament light and brain volumetric outcomes among middle-aged urban adults.Neurobiol Aging2023
36748000Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering.ArXiv2023
37252979Reply to Holm et al.: Careful training is a good practice.Proc Natl Acad Sci U S A2023
36798354Development of White Matter Fiber Covariance Networks Supports Executive Function in Youth.bioRxiv2023
36690972AI-based dimensional neuroimaging system for characterizing heterogeneity in brain structure and function in major depressive disorder: COORDINATE-MDD consortium design and rationale.BMC Psychiatry2023
37051331Automated tumor segmentation and brain tissue extraction from multiparametric MRI of pediatric brain tumors: A multi-institutional study.Neurooncol Adv2023
36460474Associations of Olfaction With Longitudinal Trajectories of Brain Volumes and Neuropsychological Function in Older Adults.Neurology2023
37230043Inflammatory cytokines and white matter microstructure in the acute phase of first-episode psychosis: A longitudinal study.Schizophr Res2023
37043772Two Neuroanatomical Signatures in Schizophrenia: Expression Strengths Over the First 2 Years of Treatment and Their Relationships to Neurodevelopmental Compromise and Antipsychotic Treatment.Schizophr Bull2023
36857053Association of Intensive vs Standard Blood Pressure Control With Regional Changes in Cerebral Small Vessel Disease Biomarkers: Post Hoc Secondary Analysis of the SPRINT MIND Randomized Clinical Trial.JAMA Netw Open2023
36731813Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study.Neuroimage2023
37507059Preference matrix guided sparse canonical correlation analysis for mining brain imaging genetic associations in Alzheimer's disease.Methods2023
37490099Brain-predicted age difference estimated using DeepBrainNet is significantly associated with pain and function-a multi-institutional and multiscanner study.Pain2023
37035520Deep Learning Based Detection of Enlarged Perivascular Spaces on Brain MRI.Neuroimage Rep2023
37634885Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer's disease.Neuroimage2023
37490099Brain-predicted age difference estimated using DeepBrainNet is significantly associated with pain and function-a multi-institutional and multiscanner study.Pain2023
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Collaborators

Guray Erus
Perelman School of Medicine University of Pennsylvania
Co-authored papers 97
Theodore D Satterthwaite
University of Pennsylvania
Co-authored papers 62
Jimit Doshi
University of Pennsylvania
Co-authored papers 61
Robert Nick Bryan
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 45
Dinggang Shen
ShanghaiTech University.
Co-authored papers 45
Raquel E Gur
University of Pennsylvania Perelman School of Medicine
Co-authored papers 42
Aristeidis Sotiras
Washington University in St. Louis
Co-authored papers 40
Russell T Shinohara
University of Pennsylvania
Co-authored papers 40
Spyridon Bakas
Richards Medical Research Laboratories (S.B.)
Co-authored papers 39
Michel Bilello
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 32
Luigi Ferrucci
National Institute on Aging, National Institutes of Health
Co-authored papers 31
David A Wolk
University of Pennsylvania
Co-authored papers 26
Lenore J Launer
Co-authored papers 25
David R Roalf
University of Pennsylvania Perelman School of Medicine
Co-authored papers 22
Ilya M Nasrallah
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John Q Trojanowski
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Donald M O'Rourke
Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania
Co-authored papers 19
Bilwaj Gaonkar
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 18
Erdem Varol
New York University.
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Alan B Zonderman
National Institute on Aging
Co-authored papers 16
John A Detre
Center for Functional Neuroimaging, University of Pennsylvania
Co-authored papers 14
Leslie M Shaw
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 13
Anahita Fathi Kazerooni
University of Pennsylvania.
Co-authored papers 13
Rao P Gullapalli
University of Maryland School of Medicine
Co-authored papers 12
Elias R Melhem
University of Maryland School of Medicine
Co-authored papers 12
Michele K Evans
National Institute on Aging
Co-authored papers 11
Rastko Ciric
Stanford University
Co-authored papers 10
Hans J Grabe
Co-authored papers 10
Jeff D Williamson
Wake Forest University School of Medicine
Co-authored papers 9
Jeffrey D Rudie
Center for Intelligent Imaging (ci2), University of California san francisco
Co-authored papers 8
Release 1.2