Building better biomarkers: brain models in translational neuroimaging

CW Woo, LJ Chang, MA Lindquist, TD Wager - Nature neuroscience, 2017 - nature.com
Despite its great promise, neuroimaging has yet to substantially impact clinical practice and
public health. However, a develo** synergy between emerging analysis techniques and …

Unity and diversity of executive functions: Individual differences as a window on cognitive structure

NP Friedman, A Miyake - Cortex, 2017 - Elsevier
Executive functions (EFs) are high-level cognitive processes, often associated with the
frontal lobes, that control lower level processes in the service of goal-directed behavior …

Federated learning enables big data for rare cancer boundary detection

S Pati, U Baid, B Edwards, M Sheller, SH Wang… - Nature …, 2022 - nature.com
Although machine learning (ML) has shown promise across disciplines, out-of-sample
generalizability is concerning. This is currently addressed by sharing multi-site data, but …

Cohort profile update: the study of health in Pomerania (SHIP)

H Völzke, J Schössow, CO Schmidt… - International journal …, 2022 - academic.oup.com
The Study of Health in Pomerania (SHIP) comprises the two independent cohorts SHIP-
START (recruited between 1997 and 2001) and SHIP-TREND (recruited between 2008 to …

No support for historical candidate gene or candidate gene-by-interaction hypotheses for major depression across multiple large samples

R Border, EC Johnson, LM Evans… - American Journal of …, 2019 - Am Psychiatric Assoc
Objective: Interest in candidate gene and candidate gene-by-environment interaction
hypotheses regarding major depressive disorder remains strong despite controversy …

[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 …

Open science challenges, benefits and tips in early career and beyond

C Allen, DMA Mehler - PLoS biology, 2019 - journals.plos.org
The movement towards open science is a consequence of seemingly pervasive failures to
replicate previous research. This transition comes with great benefits but also significant …

[HTML][HTML] Recruiting the ABCD sample: Design considerations and procedures

H Garavan, H Bartsch, K Conway, A Decastro… - Developmental cognitive …, 2018 - Elsevier
The ABCD study is a new and ongoing project of very substantial size and scale involving
21 data acquisition sites. It aims to recruit 11,500 children and follow them for ten years with …

A practical guide to linking brain-wide gene expression and neuroimaging data

A Arnatkevic̆iūtė, BD Fulcher, A Fornito - Neuroimage, 2019 - Elsevier
The recent availability of comprehensive, brain-wide gene expression atlases such as the
Allen Human Brain Atlas (AHBA) has opened new opportunities for understanding how …

Reduced default mode network functional connectivity in patients with recurrent major depressive disorder

CG Yan, X Chen, L Li, FX Castellanos… - Proceedings of the …, 2019 - National Acad Sciences
Major depressive disorder (MDD) is common and disabling, but its neuropathophysiology
remains unclear. Most studies of functional brain networks in MDD have had limited …