Processing of tractography results using an autoencoder

A non-transitory computer-readable storage medium for use in conjunction with a computer system, the computer-readable storage medium configured to store program instructions that, when executed by the computer system, causes the computer system to perform one or more operations comprising:

• receiving information specifying tractography results that specify a set of neurological fibers associated with one or more individuals;
• projecting the tractography results into a latent space using an encoder of a predetermined autoencoder neural network;
• within the latent space, filtering out the projected tractography results outside of a predefined neurological anatomical region;
• and
• computing, using a decoder in the predetermined autoencoder neural network, second tractography results that specify a second set of neurological fibers associated with the one or more individuals based at least in part on the filtered tractography results.

A method for computing second tractography results, comprising:

• by a computer system:
• receiving information specifying tractography results that specify a set of neurological fibers associated with one or more individuals;
• projecting the tractography results into a latent space using an encoder of a predetermined autoencoder neural network;
• within the latent space, filtering out the projected tractography results outside of a predefined neurological anatomical region;
• and
• computing, using a decoder in the predetermined autoencoder neural network, second tractography results that specify a second set of neurological fibers associated with the one or more individuals based at least in part on the filtered tractography results.