Confounds in the Data-Comments on "Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features".
Where this comes from
- Record sourced from PubMed, PMID 34665721.
- Also identified by DOI 10.1109/TPAMI.2021.3121268 and PMC identifier 9719395.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
Neuroimaging experiments in general, and EEG experiments in particular, must take care to avoid confounds. A recent TPAMI paper uses data that suffers from a serious previously reported confound. We demonstrate that their new model and analysis methods do not remedy this confound, and therefore that their claims of high accuracy and neuroscience relevance are invalid.
Medical subject headings
- Brain Mapping
- Algorithms