MicroArray Quality Control Phase II (MAQC-II) Project
The MAQC-II Project: A comprehensive study of common practices for the development and validation of microarray-based predictive models The second phase of the MicroArray Quality Control (MAQC-II) project evaluated common practices for developing and validating microarray-based models aimed at predicting toxicological and clinical endpoints. The purposes of the MAQC-II project were to survey approaches in genomic model development in an attempt to understand sources of variability in predictio...
Provenance — who produced it, who reused it
Linked to 14 papers in the literature. Roles are inferred factual signals (who deposited the data vs who reused it), with counts — never a judgement about any author.
- Survival analysis across the entire transcriptome identifies bio... 2021 · 1,740 cites
- Comprehensive omic characterization of breast cancer in Mexican-... 2021 · 291 cites
- Predicting response and survival in chemotherapy-treated triple-... 2014 · 113 cites
11 further papers cite this accession but reuse could not be confirmed.
Deep data QC
metadata only · no data-level QC for this typeStandardized, field-standard QC computed by touching the data — every metric states how it was obtained
No quantitative QC rubric exists for this data type yet, so it is deliberately left unscored — this is an honest "not applicable", not a poor rating.
measured = computed from the data · extrapolated/reported = derived or from the repository · dq-1.0 · provisional — verify independently