D
Dr. Harry Seldon
Video
Variant Calling: From Bayesian Genotypers to DeepVariant
Distinguishing a true variant from sequencing and mapping error is a statistical inference over pileups. DeepVariant reframed it as image classification over pileup tensors, letting a CNN learn error modes that hand-built likelihood models had to be told about.