Papers on Normative Modeling

95 papers7 new in 30 days

Thursday, September 18

MagmaSep 18

MDFNet: a multi-dimensional feature fusion model based on structural magnetic resonance imaging representations for brain age estimation

Computational studyBrain age

Paper

Monday, September 15

bioRxivSep 15

Claustrum volume in humans – lifespan trajectory and effect of age, hemisphere, and sex

Preprint: cross-sectional study of 3,474 peoplePopulations

Paper

Sunday, August 17

NeuroscienceAug 17

An integrated computational approach for diversity-sensitive personalized medicine

ReviewAI & data

Paper

Wednesday, August 13

Imaging NeuroscienceAug 13

Normative trajectories of R ₁ , R ₂ *, and magnetic susceptibility in basal ganglia on healthy ageing

Cross-sectional study of 260 peopleBiomarkers

Paper

Wednesday, August 6

Frontiers in Aging NeuroscienceAug 6

Lifespan brain age prediction based on multiple EEG oscillatory features and sparse group lasso

Computational studyBrain age

Paper

Tuesday, August 5

Biological PsychiatryAug 5

Lifespan Normative Models of White Matter Fractional Anisotropy: Applications to Early Psychosis

Computational studyAI & data

Paper

Friday, July 25

NeuronJul 25

Dissecting human cortical similarity networks across the lifespan

Cross-sectional study of 33,937 peopleMechanisms

Paper

Wednesday, June 25

bioRxivJun 25

MEGaNorm: Normative Modeling of MEG Brain Oscillations Across the Human Lifespan

Preprint: cohort study of 1,846 peopleAI & data

Paper

Tuesday, June 24

Cerebral CortexJun 24

Multiscale cortical morphometry reveals pronounced regional and scale-dependent variations across the lifespan

Cross-sectional study of 833 peopleBiomarkers

Paper

Tuesday, June 3

arXivJun 3

GANORM: Lifespan Normative Modeling of EEG Network Topology based on Multinational Cross-Spectra

Preprint: computational studyBiomarkers

Paper

Tuesday, February 25

MetabolitesFeb 25

Age-Related Changes in Caudate Glucose Metabolism: Insights from Normative Modeling Study in Healthy Subjects

Cross-sectional study in peopleBiomarkers

Paper

Monday, February 24

ArXivFeb 24

Normative Cerebral Perfusion Across the Lifespan

Preprint: computational studyBiomarkers

Paper

Thursday, February 20

The Journal of NeuroscienceFeb 20

Characterizing Brain-Cardiovascular Aging Using Multiorgan Imaging and Machine Learning

Cohort study of 2,904 peopleBiomarkers

Paper

Tuesday, January 7

medRxivJan 7

Judged by your neighbors: A novel framework for personalized assessment of brain structural aging effects in diverse populations

Preprint: computational studyBiomarkers

Paper

Wednesday, December 11

bioRxivDec 11

Lifespan Normative Models of White Matter Fractional Anisotropy: Applications to Early Psychosis

Preprint: computational studyAI & data

Paper

Friday, November 15

NeurologyNov 15

Evaluating Social Determinants of Health-Based Alternatives to Race-Based Cognitive Normative Models

Cross-sectional study of 2,392 peopleBiomarkers

Paper

Thursday, October 31

.. International Symposium on Medical Information Processing and Analysis International SIPAIM WorkshopOct 31

Large-scale Normative Modeling of Brain Microstructure

Computational studyAI & data

Paper

Saturday, October 26

Nature CommunicationsOct 26

Self-supervised learning for accurately modelling hierarchical evolutionary patterns of cerebrovasculature

Cross-sectional study of 2,841 peopleBiomarkers

Paper

Monday, October 7

medRxivOct 7

Mayo Normative Studies: regression-based normative data for remote self-administration of the Stricker Learning Span, Symbols Test and Mayo Test Drive Screening Battery Composite and validation in individuals with Mild Cognitive Impairment and dementia

Preprint: cohort study of 1,240 peopleMild cognitive impairment

Paper

Tuesday, September 17

Nature CommunicationsSep 17

Regional patterns of human cortex development correlate with underlying neurobiology

Cohort study of 8,000 peopleMechanisms

Paper

Monday, April 29

Biological Psychiatry Cognitive Neuroscience and NeuroimagingApr 29

Resting-State Changes in Aging and Parkinson's Disease Are Shaped by Underlying Neurotransmission: A Normative Modeling Study

Cross-sectional study of 25,917 peopleSynaptic transmission

Paper

Thursday, March 14

NeuropsychopharmacologyMar 14

Lifespan development of thalamic nuclei and characterizing thalamic nuclei abnormalities in schizophrenia using normative modeling

Cohort study in peopleSchizophrenia

Paper

Saturday, February 24

The Lancet Digital HealthFeb 24

Normative modelling of brain morphometry across the lifespan with CentileBrain: algorithm benchmarking and model optimisation

Computational studyAI & data

Paper

Monday, December 11

bioRxivDec 11

Normative Modeling of Brain Morphometry Across the Lifespan Using CentileBrain: Algorithm Benchmarking and Model Optimization

Preprint: computational studyAI & data

Paper

Wednesday, November 22

arXivNov 22

Multiscale cortical morphometry reveals pronounced regional and scale-dependent variations across the lifespan

Preprint: cross-sectional study of 833 peopleMechanisms

Paper

Monday, September 25

bioRxivSep 25

Functional connectome through the human life span

Preprint: cohort study of 33,250 peopleAI & data

Paper

Friday, May 19

bioRxivMay 19

Regional patterns of human cortex development correlate with underlying neurobiology

Preprint: computational studyMechanisms

Paper

Thursday, April 6

Nature MedicineApr 6

Heterogeneous aging across multiple organ systems and prediction of chronic disease and mortality

Cohort study in peopleBiomarkers

Paper

Tuesday, March 14

eLifeMar 14

Evidence for embracing normative modeling

Computational studyAI & data

Paper

Thursday, September 1

Medical Image Computing and Computer-assisted InterventionSep 1

Multi-site Normative Modeling of Diffusion Tensor Imaging Metrics Using Hierarchical Bayesian Regression

Computational studyAI & data

Paper