ABCD: Biospecimens

This lecture includes a description of biospecimens (hair, baby teeth, saliva, and blood), including collection protocols, methodological considerations, storage and analysis, and variations 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.

Kristina Uban (she/her)

Satra Ghosh (he/him)

YouTube Lecture | Slides

YouTube Lecture | Slides

Uban et al.: 'Biospecimens and the ABCD study: Rationale, methods of collection, measurement and early data'

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'

Week 9 Data Exercise

Week 9 Solutions