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Nucleic Acids Research logoLink to Nucleic Acids Research
. 2018 Nov 28;47(2):1044. doi: 10.1093/nar/gky1226

Multi-omic and multi-view clustering algorithms: review and cancer benchmark

Nimrod Rappoport 1, Ron Shamir 1,
PMCID: PMC6344869  PMID: 30496480

Nucleic Acids Research, 2018, Vol. 46, No. 20, Pages 10546–10562, https://doi.org/10.1093/nar/gky889

Our paper included a benchmark comparing nine methods for multi-omics clustering, including PINS (1). We reported that PINS crashed when run on a breast cancer dataset. We performed all the benchmarks on a 64-bit computer, using the 32-bit version of R. In later tests we observed that PINS did not crash on 64-bit R, and it only crashed on 32-bit R due to insufficient memory. The clustering that PINS obtained on the breast cancer dataset had 4 enriched clinical parameters, and the P-value for the logrank test on that clustering was 0.05.

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