Question: creating babyimages from genomic data
0
gravatar for Neo
8 weeks ago by
Neo0
Shadow Realms
Neo0 wrote:

is anyone working on an a.i. build to assemble assumptions for future babies? like is it possible to use clustal analysis to reconstruct future baby faces from training data only? my idea was that you take the genomic data of both parents and the pictures of their babies to train an ai to build those pictures from scratch

genome • 150 views
ADD COMMENTlink modified 8 weeks ago • written 8 weeks ago by Neo0
1

The human genome is more than 3b nucleotides, in theory it is possible only if we know all nucleotides that determine the face shape! It is even harder to obtain genome sequencing data and the matching faces for children and their parents.

Similar AI challenges with available data is predicting nucleotides that cause genetic diseases in children such as mendelian disorders.

ADD REPLYlink written 8 weeks ago by husensofteng230
1

Maybe that's something for google? As they already beat everyone on protein structure prediction. The idea would be certainly intriguing and a bit concerning also. I think at the moment, nobody can say for sure if the prediction of faces - of babies and of course also adults - from DNA will give very accurate results in the future, but it might very well be. Might need to take some epigenetics data into account as well.

ADD REPLYlink modified 8 weeks ago • written 8 weeks ago by Michael Dondrup47k

Just out of curiosity about the protein structure prediction tool by Google (AlphaFold ): has anyone used it yet? It looks very glossy and promising (like all Google products do), but has anyone applied this in their respective research, or tried bench-marking it with available tools (Modeller, i-TASSER, etc)?

ADD REPLYlink written 8 weeks ago by manaswwm110

No, I don't think they have released it. They just came, showed off in the contest, and didn't deliver :)

ADD REPLYlink written 8 weeks ago by Michael Dondrup47k

i will be building a server explcitly for this problem in the next weeks. Will keep you updated in this thread. if anyone wants to join he is pleasently invited.

ADD REPLYlink written 8 weeks ago by Neo0
2

Make those baby faces!

ADD REPLYlink written 8 weeks ago by Alex Reynolds30k
1
gravatar for microfuge
7 weeks ago by
microfuge1.7k
microfuge1.7k wrote:

something related, Creg Venters group tried facial prediction using genomic data https://www.pnas.org/content/early/2017/08/29/1711125114 . A news article about that here https://www.bionews.org.uk/page_96165

ADD COMMENTlink written 7 weeks ago by microfuge1.7k
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