The precision-oncology privacy bottleneck

Transcript
This chapter, from the episode video's captions · 142 words
4:32>> right well the problem is precision oncology okay it needs a lot of large genomic data sets >> yep >> but we also want to preserve the privacy of the individuals that are donating that data set, right? And so this creates a kind of bottleneck between the research and tool development for if we want to look at a genome, let's say, of a patient and try to figure out what is the specific cancer that this person has and how can we better mitigate that? What are the kinds of drugs that we need to actually do this? In order to actually train a model to do that job,
5:13we need a lot of data. >> But the data has to be, you know, without all of these privacy bottlenecks. >> The the sort of uh personal identifiable information.
From AI-Generated Genomes, Retinal Implants, and Palomar's Mystery Lights Explained
AI cancer genomes, bionic vision, and Palomar transient skepticism.