csabaiBio / elte_ml_journal_club

Machine learning journal club
https://csabaibio.github.io/elte_ml_journal_club/
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2023.06.01. #130

Closed bbeatrix closed 1 year ago

bbeatrix commented 1 year ago

Dear All,

We plan to have journal club on Thursday again from 16:00 in person at ELTE 5.128 and online on this meet link: https://meet.google.com/fvd-soiu-ent. If you would like to present something, please let us know by commenting on this issue.

Best wishes, Bea

qbeer commented 1 year ago

I'll present an overview of NeRF use in medical imaging and two very similar papers that have potential use in the field.

Alex

qbeer commented 1 year ago

Articles:

SNAF: Sparse-view CBCT Reconstruction with Neural Attenuation Fields MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray Ultra-NeRF: Neural Radiance Fields for Ultrasound Imaging Decomposing NeRF for Editing via Feature Field Distillation Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations

Slides: https://docs.google.com/presentation/d/14NRR2TH4k8aAm9KEWc1BVkTlsZSOkjLD0cwEeqfoq5E/edit?usp=sharing