ABCD: Neurocognitive Assessments

This lecture includes a description and rationale for the neurocognitive battery, including measures of intelligence, cognitive control, and reward, methodological considerations, and variations in assessments across time points.

ReproNim: Reproducible Workflows & Analyses

This lecture includes a description of the need for and the problems with computational flexibility, an introduction to scalable analysis with dataflow tools, regression testing and software changes, and automated provenance tracking.

Monica Luciana (she/her)

Satra Ghosh (he/him)

YouTube Lecture | Slides

YouTube Lecture | Slides

Thompson et al.: 'The structure of cognition in 9 and 10 year-old children and associations with problem behaviors: Findings from the ABCD study's baseline neurocognitive battery'

Anokhin et al.: 'Age-related changes and longitudinal stability of individual differences in ABCD Neurocognition measures.'

Botvinik-Nezer et al.: 'Variability in the analysis of a single neuroimaging dataset by many teams'

Ghosh et al.: 'A very simple, re-executable neuroimaging publication'

2020 YouTube Lecture | Slides

Week 9 Data Exercise

Week 9 Solutions