Cargando…

Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression

Clinical neuroimaging data availability has grown substantially in the last decade, providing the potential for studying heterogeneity in clinical cohorts on a previously unprecedented scale. Normative modeling is an emerging statistical tool for dissecting heterogeneity in complex brain disorders....

Descripción completa

Detalles Bibliográficos
Autores principales:	Kia, Seyed Mostafa, Huijsdens, Hester, Rutherford, Saige, de Boer, Augustijn, Dinga, Richard, Wolfers, Thomas, Berthet, Pierre, Mennes, Maarten, Andreassen, Ole A., Westlye, Lars T., Beckmann, Christian F., Marquand, Andre F.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9731431/ https://www.ncbi.nlm.nih.gov/pubmed/36480551 http://dx.doi.org/10.1371/journal.pone.0278776

Ejemplares similares

The Normative Modeling Framework for Computational Psychiatry
por: Rutherford, Saige, et al.
Publicado: (2022)

Accommodating Site Variation In Neuroimaging Data Using Normative And Hierarchical Bayesian Models
por: Bayer, Johanna M. M., et al.
Publicado: (2022)

Warped Bayesian Linear Regression for Normative Modelling of Big Data
por: Fraza, Charlotte J., et al.
Publicado: (2021)

Evidence for embracing normative modeling
por: Rutherford, Saige, et al.
Publicado: (2023)

Conceptualizing mental disorders as deviations from normative functioning
por: Marquand, Andre F., et al.
Publicado: (2019)

Correction: Conceptualizing mental disorders as deviations from normative functioning
por: Marquand, Andre F., et al.
Publicado: (2019)

Predictive Clinical Neuroscience Portal (PCNportal): instant online access to research-grade normative models for clinical neuroscientists.
por: Barkema, Pieter, et al.
Publicado: (2023)

Deviations from normative brain white and gray matter structure are associated with psychopathology in youth
por: Kjelkenes, Rikka, et al.
Publicado: (2022)

Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder
por: Wolfers, Thomas, et al.
Publicado: (2021)

Mapping Normative Trajectories of Cognitive Function and Its Relation to Psychopathology Symptoms and Genetic Risk in Youth
por: Kjelkenes, Rikka, et al.
Publicado: (2022)

Individual differences v. the average patient: mapping the heterogeneity in ADHD using normative models
por: Wolfers, Thomas, et al.
Publicado: (2019)

Beyond Lumping and Splitting: A Review of Computational Approaches for Stratifying Psychiatric Disorders
por: Marquand, Andre F., et al.
Publicado: (2016)

Fractionating autism based on neuroanatomical normative modeling
por: Zabihi, Mariam, et al.
Publicado: (2020)

Understanding Heterogeneity in Clinical Cohorts Using Normative Models: Beyond Case-Control Studies
por: Marquand, Andre F., et al.
Publicado: (2016)

Charting brain growth and aging at high spatial precision
por: Rutherford, Saige, et al.
Publicado: (2022)

Dissecting the Heterogeneous Cortical Anatomy of Autism Spectrum Disorder Using Normative Models
por: Zabihi, Mariam, et al.
Publicado: (2019)

Social Entropy and Normative Network
por: Dinga, Emil, et al.
Publicado: (2020)

Revealing Individual Neuroanatomical Heterogeneity in Alzheimer Disease Using Neuroanatomical Normative Modeling
por: Verdi, Serena, et al.
Publicado: (2023)

Normativity, interpretation, and Bayesian models
por: Oaksford, Mike
Publicado: (2014)

Unpacking the functional heterogeneity of the Emotional Face Matching Task: a normative modelling approach
por: Savage, Hannah S., et al.
Publicado: (2023)

Regional, circuit and network heterogeneity of brain abnormalities in psychiatric disorders
por: Segal, Ashlea, et al.
Publicado: (2023)

Extreme deviations from the normative model reveal cortical heterogeneity and associations with negative symptom severity in first-episode psychosis from the OPTiMiSE and GAP studies
por: Worker, Amanda, et al.
Publicado: (2023)

A Bayesian spatial model for neuroimaging data based on biologically informed basis functions
por: Huertas, Ismael, et al.
Publicado: (2017)

Personalising Alzheimer’s Disease progression using brain atrophy markers
por: Verdi, Serena, et al.
Publicado: (2023)

Hierarchical Censored Bayesian Analysis of Visual Field Progression
por: Montesano, Giovanni, et al.
Publicado: (2021)

Hierarchical VAEs provide a normative account of motion processing in the primate brain
por: Vafaii, Hadi, et al.
Publicado: (2023)

Hierarchical Bayesian myocardial perfusion quantification
por: Scannell, Cian M., et al.
Publicado: (2020)

Phenotyping the Preterm Brain: Characterizing Individual Deviations From Normative Volumetric Development in Two Large Infant Cohorts
por: Dimitrova, Ralica, et al.
Publicado: (2021)

Analysing Normative Influences on the Prevalence of Female Genital Mutilation/Cutting among 0–14 Years Old Girls in Senegal: A Spatial Bayesian Hierarchical Regression Approach
por: Kandala, Ngianga-Bakwin, et al.
Publicado: (2021)

Analysis of household data on influenza epidemic with Bayesian hierarchical model
por: Hsu, C.Y., et al.
Publicado: (2015)

Quantifying patterns of brain activity: Distinguishing unaffected siblings from participants with ADHD and healthy individuals
por: Wolfers, Thomas, et al.
Publicado: (2016)

Evaluating the evidence for biotypes of depression: Methodological replication and extension of Drysdale et al. (2017)
por: Dinga, Richard, et al.
Publicado: (2019)

Bayesian hierarchical models: with applications using R
por: Congdon, Peter D
Publicado: (2019)

Inferring on the Intentions of Others by Hierarchical Bayesian Learning
por: Diaconescu, Andreea O., et al.
Publicado: (2014)

A Hierarchical Bayesian Model for Crowd Emotions
por: Urizar, Oscar J., et al.
Publicado: (2016)

Fast hierarchical Bayesian analysis of population structure
por: Tonkin-Hill, Gerry, et al.
Publicado: (2019)

Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments: Hierarchical Bayesian Approach
por: Busk, Jonas, et al.
Publicado: (2020)

Bayesian multi-task learning for decoding multi-subject neuroimaging data
por: Marquand, Andre F., et al.
Publicado: (2014)

Dynamic Networks from Hierarchical Bayesian Graph Clustering
por: Park, Yongjin, et al.
Publicado: (2010)

Correction: Inferring on the Intentions of Others by Hierarchical Bayesian Learning
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_6ipn9r7n3fuafe9b9mn70k3tq3