https://www.nature.com/articles/s41586-021-04184-w
Anishchenko, Ivan, et al. “De novo protein design by deep network hallucination.” Nature (2021): 1-6.
https://www.nature.com/articles/s41586-021-04184-w
Anishchenko, Ivan, et al. “De novo protein design by deep network hallucination.” Nature (2021): 1-6.
https://www.nytimes.com/2022/01/01/upshot/pregnancy-birth-genetic-testing.html
A large number of FPs often results from applying even a good classifier on a very unbalanced data set (i.e. many more negatives than positives) – as is the case here. The situation is further exacerbated when the classifier is trained & benchmarked on a more balanced data set.
…
I think the situation here is similar to that found in cancer identification or finding a terrorist at airport security.
Thought this had some good “neuroscience-inspired” ideas for a better New Year: Use consciously-set environmental cues & habits to steer our unconscious impulses and reduce stress to make more rational, less impulsive decisions.
For instance, “use smaller plates at dinner to eat less” and “understand that external pressure reduces your guard against grabbing at the candy bar.”
https://www.dropbox.com/s/qgxda4cit6d3d6l/2021-12-17%2012.11.31.Outsmart-Yourself.pdf?dl=0
https://www.sciencedirect.com/science/article/abs/pii/S0262407919313843
Good point… but the underlying problem is that readers don’t want to pay well for quality reporting & good writing.
Doing single-cell analysis without amplification….
https://cen.acs.org/biological-chemistry/proteomics/single-cell-proteomics-mass-spec/99/i40
Found it amazing that this anonymous individual is worth ~$55 B &, by spending just a little of this gigantic stash, can convincingly stake his or her claim to creating #BTC
PPL’s TFTR as a Green Dream….
https://www.newyorker.com/magazine/2021/10/11/can-nuclear-fusion-put-the-brakes-on-climate-change
https://www.economist.com/leaders/2021/10/30/the-fun-in-non-fungible
I found this quote unbelievable: “Our modest experiment created as many emissions as a seat on a long-haul flight.”