J.P. Manzano-Patrón
@josepemanzano.bsky.social
Post-Doc at Sir Peter Mansfield Imaging Centre (@UniofNottingham). Still waiting for being a respectable person before leaving here any impressive description #xMRI #AI
Reposted by J.P. Manzano-Patrón
First 🦋preprint!
Diffusion-MRI is perfect for amortised inference: Same model needs to be inverted on every voxel, so an inference network has dramatic efficiency gains over MCMC, at same or better accuracy!
Fun collab @mackelab.bsky.social with @josepemanzano.bsky.social + @mristam.bsky.social!
Diffusion-MRI is perfect for amortised inference: Same model needs to be inverted on every voxel, so an inference network has dramatic efficiency gains over MCMC, at same or better accuracy!
Fun collab @mackelab.bsky.social with @josepemanzano.bsky.social + @mristam.bsky.social!
First post!
New preprint led by @josepemanzano.bsky.social on amortised simulation-based inference #SBI to map orientation #uncertainty and perform brain #tractography. Great collaboration with @jakhmack.bsky.social, @ppjgoncalves.bsky.social, @deismic.bsky.social.
New preprint led by @josepemanzano.bsky.social on amortised simulation-based inference #SBI to map orientation #uncertainty and perform brain #tractography. Great collaboration with @jakhmack.bsky.social, @ppjgoncalves.bsky.social, @deismic.bsky.social.
November 21, 2024 at 3:19 PM
First 🦋preprint!
Diffusion-MRI is perfect for amortised inference: Same model needs to be inverted on every voxel, so an inference network has dramatic efficiency gains over MCMC, at same or better accuracy!
Fun collab @mackelab.bsky.social with @josepemanzano.bsky.social + @mristam.bsky.social!
Diffusion-MRI is perfect for amortised inference: Same model needs to be inverted on every voxel, so an inference network has dramatic efficiency gains over MCMC, at same or better accuracy!
Fun collab @mackelab.bsky.social with @josepemanzano.bsky.social + @mristam.bsky.social!
Reposted by J.P. Manzano-Patrón
First post!
New preprint led by @josepemanzano.bsky.social on amortised simulation-based inference #SBI to map orientation #uncertainty and perform brain #tractography. Great collaboration with @jakhmack.bsky.social, @ppjgoncalves.bsky.social, @deismic.bsky.social.
New preprint led by @josepemanzano.bsky.social on amortised simulation-based inference #SBI to map orientation #uncertainty and perform brain #tractography. Great collaboration with @jakhmack.bsky.social, @ppjgoncalves.bsky.social, @deismic.bsky.social.
November 21, 2024 at 2:06 PM
First post!
New preprint led by @josepemanzano.bsky.social on amortised simulation-based inference #SBI to map orientation #uncertainty and perform brain #tractography. Great collaboration with @jakhmack.bsky.social, @ppjgoncalves.bsky.social, @deismic.bsky.social.
New preprint led by @josepemanzano.bsky.social on amortised simulation-based inference #SBI to map orientation #uncertainty and perform brain #tractography. Great collaboration with @jakhmack.bsky.social, @ppjgoncalves.bsky.social, @deismic.bsky.social.