tensorly.datasets.load_covid19_serology

load_covid19_serology()[source]

Load an example dataset of COVID-19 systems serology. Formatted in a three-mode tensor of samples, antigens, and receptors.

References

[1]

Tan, Z. C., Murphy, M. C., Alpay, H. S., Taylor, S. D., & Meyer, A. S. (2021). Tensor‐structured decomposition improves systems serology analysis. Molecular systems biology, 17(9), e10243.

[2]

Zohar, T., Loos, C., Fischinger, S., Atyeo, C., Wang, C., Slein, M. D., … & Alter, G. (2020). Compromised humoral functional evolution tracks with SARS-CoV-2 mortality. Cell, 183(6), 1508-1519.