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 map** individual
differences at the level of a single subject or observation in relation to a reference model. It …

[HTML][HTML] Open and reproducible neuroimaging: from study inception to publication

G Niso, R Botvinik-Nezer, S Appelhoff, A De La Vega… - NeuroImage, 2022 - Elsevier
Empirical observations of how labs conduct research indicate that the adoption rate of open
practices for transparent, reproducible, and collaborative science remains in its infancy. This …

Evidence for embracing normative modeling

S Rutherford, P Barkema, IF Tso, C Sripada… - Elife, 2023 - elifesciences.org
In this work, we expand the normative model repository introduced in Rutherford et al.,
2022a to include normative models charting lifespan trajectories of structural surface area …

A large, curated, open-source stroke neuroimaging dataset to improve lesion segmentation algorithms

SL Liew, BP Lo, MR Donnelly… - Scientific data, 2022 - nature.com
Accurate lesion segmentation is critical in stroke rehabilitation research for the quantification
of lesion burden and accurate image processing. Current automated lesion segmentation …

brainlife. io: a decentralized and open-source cloud platform to support neuroscience research

S Hayashi, BA Caron, AS Heinsfeld, S Vinci-Booher… - Nature …, 2024 - nature.com
Neuroscience is advancing standardization and tool development to support rigor and
transparency. Consequently, data pipeline complexity has increased, hindering FAIR …

Neurodesk: an accessible, flexible and portable data analysis environment for reproducible neuroimaging

AI Renton, TT Dao, T Johnstone, O Civier… - Nature …, 2024 - nature.com
Neuroimaging research requires purpose-built analysis software, which is challenging to
install and may produce different results across computing environments. The community …

Cross disorder comparisons of brain structure in schizophrenia, bipolar disorder, major depressive disorder, and 22q11. 2 deletion syndrome: A review of ENIGMA …

EJ Cheon, CE Bearden, D Sun… - Psychiatry and …, 2022 - Wiley Online Library
This review compares the main brain abnormalities in schizophrenia (SZ), bipolar disorder
(BD), major depressive disorder (MDD), and 22q11. 2 Deletion Syndrome (22q11DS) …

Laterality indices consensus initiative (LICI): A Delphi expert survey report on recommendations to record, assess, and report asymmetry in human behavioural and …

G Vingerhoets, H Verhelst, R Gerrits, N Badcock… - Laterality, 2023 - Taylor & Francis
Laterality indices (LIs) quantify the left-right asymmetry of brain and behavioural variables
and provide a measure that is statistically convenient and seemingly easy to interpret …

[HTML][HTML] Large, open datasets for human connectomics research: Considerations for reproducible and responsible data use

AR Laird - NeuroImage, 2021 - Elsevier
Large, open datasets have emerged as important resources in the field of human
connectomics. In this review, the evolution of data sharing involving magnetic resonance …

Gradients of brain organization: Smooth sailing from methods development to user community

J Royer, C Paquola, SL Valk, M Kirschner, SJ Hong… - Neuroinformatics, 2024 - Springer
Multimodal neuroimaging grants a powerful in vivo window into the structure and function of
the human brain. Recent methodological and conceptual advances have enabled …