AI-based Rapid Identification of Early Progressive Pulmonary Fibrosis using HRCT

PT, GK

DLSTP demo links:

+ 3DUXNet*

+ nnU-Net*

+ UMamba*,**

+ UNetr*

* hosted at HuggingFacee for now, inference time may take 5+ min per scan.
Disclaimer. For now, we are paying for Nvidia T4 16GB VRAM for all models. If we run out of GPU compute credits, we may switch to CPU only hosts, which would be free but much slower.
** slowest, could take upwards to 20+ mins.

+ training code avaiable at https://github.com/uclacvib/dlstp
+ trainig data and model weights are not made available for sharing.

Center for Computer Vision and Imaging Biomarkers (CVIB), UCLA
cvib.ucla.edu