Linking interindividual variability in brain structure to behaviour

S Genon, SB Eickhoff, S Kharabian - Nature Reviews Neuroscience, 2022 - nature.com
What are the brain structural correlates of interindividual differences in behaviour? More
than a decade ago, advances in structural MRI opened promising new avenues to address …

The normative modeling framework for computational psychiatry

S Rutherford, SM Kia, T Wolfers, C Fraza, M Zabihi… - Nature protocols, 2022 - nature.com
Normative modeling is an emerging and innovative framework for mapping individual
differences at the level of a single subject or observation in relation to a reference model. It …

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

YE Tian, V Cropley, AB Maier, NT Lautenschlager… - Nature medicine, 2023 - nature.com
Biological aging of human organ systems reflects the interplay of age, chronic disease,
lifestyle and genetic risk. Using longitudinal brain imaging and physiological phenotypes …

Image processing and analysis methods for the Adolescent Brain Cognitive Development Study

DJ Hagler Jr, SN Hatton, MD Cornejo, C Makowski… - Neuroimage, 2019 - Elsevier
Abstract The Adolescent Brain Cognitive Development (ABCD) Study is an ongoing,
nationwide study of the effects of environmental influences on behavioral and brain …

[HTML][HTML] Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan

R Pomponio, G Erus, M Habes, J Doshi, D Srinivasan… - NeuroImage, 2020 - Elsevier
As medical imaging enters its information era and presents rapidly increasing needs for big
data analytics, robust pooling and harmonization of imaging data across diverse cohorts …

A guide to ComBat harmonization of imaging biomarkers in multicenter studies

F Orlhac, JJ Eertink, AS Cottereau… - Journal of Nuclear …, 2022 - Soc Nuclear Med
The impact of PET image acquisition and reconstruction parameters on SUV measurements
or radiomic feature values is widely documented. This scanner effect is detrimental to the …

Evaluation of brain-body health in individuals with common neuropsychiatric disorders

YE Tian, MA Di Biase, PE Mosley, MK Lupton… - JAMA …, 2023 - jamanetwork.com
Importance Physical health and chronic medical comorbidities are underestimated,
inadequately treated, and often overlooked in psychiatry. A multiorgan, systemwide …

MRIQC: Advancing the automatic prediction of image quality in MRI from unseen sites

O Esteban, D Birman, M Schaer, OO Koyejo… - PloS one, 2017 - journals.plos.org
Quality control of MRI is essential for excluding problematic acquisitions and avoiding bias
in subsequent image processing and analysis. Visual inspection is subjective and …

Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years

S Frangou, A Modabbernia, SCR Williams… - Human brain …, 2022 - Wiley Online Library
Delineating the association of age and cortical thickness in healthy individuals is critical
given the association of cortical thickness with cognition and behavior. Previous research …

Metformin use is associated with slowed cognitive decline and reduced incident dementia in older adults with type 2 diabetes: the Sydney memory and ageing study

K Samaras, S Makkar, JD Crawford, NA Kochan… - Diabetes …, 2020 - Am Diabetes Assoc
OBJECTIVE Type 2 diabetes (diabetes) is characterized by accelerated cognitive decline
and higher dementia risk. Controversy exists regarding the impact of metformin, which is …