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Researchers develop universal AI algorithm to "clean" noisy single-cell RNA sequencing data

Just as asking a single person about their health will provide tailored, personalized information impossible to glean from a large poll, an individual cell's genome or transcriptome can provide much more information about their place in living systems than sequencing a whole batch of cells. ....

Weijun Luo , Cory Brouwer , Emily Henderson , University Of North Carolina At Charlotte , A Universal Deep Neural Network For , North Carolina , Universal Deep Neural Network , In Depth Cleaning , Nature Communicationson April , Human Genome Project ,

MSNBC Dateline January 24, 2022 08:14:00

it s amazing. the company behind this new crime-fighting tool is parabon where they do something called dna phenotyping. it s essentially a genetic witness. dr. ellen greytak is parabon s director of bioinformatics. how does it work, in laymen s terms? how can you take dna and make a sketch? well, you focus on those traits that are passed down from parent to child. so if you think about, when you say, oh, you have your mother s eyes. well, you have your mother s eyes because you have your mother s dna. and we can figure out, well, this piece of dna we see in blue-eyed people, but not in brown eyed people. so all your features are connected to your dna. absolutely. parabon started off by helping the u. s. military create dna profiles from the remains of insurgent bombmakers during the iraq war. it wasn t long before cold case detectives were sending them ....

Crime Fighting Tool , Dna Phenotyping , Parabon Sketch , Ellen Greytak , Brittani Wasn T , Cold Case , Us Military , Iraq War ,