3 ms·
It's probably worth noting that there's a lot of discussion about challenges reproducing the workflow of this paper, and that as-described it seems to suffer fr
by sjmcmahon 2y ago
It's probably worth noting that there's a lot of discussion about challenges reproducing the workflow of this paper, and that as-described it seems to suffer from data leakage, so much so that you can replace sections of their algorithm with random initialisation and get at least as good results. See, e.g.:
https://pubpeer.com/publications/C8CFF9DB8F11A586CBF9BD53402001 https://pubpeer.com/publications/C8CFF9DB8F11A586CBF9BD53402...
Having been on both sides of the reviewing process, it seems incredibly difficult to get good peer review of data-intensive studies in medicine, as few people have the time to really dig into the detail of these models.
- ericjmorey 2y agoMaybe there should be a system in place to fund that sort of thing.
- TeslaCoils 2y agoNature article and reproducibility? Reminds me of https://spectrum.ieee.org/chip-design-controversy https://spectrum.ieee.org/chip-design-controversy