4 papers
PROFUSEme: PROstate Cancer Biochemical Recurrence Prediction via FUSEd Multi-modal Embeddings
Suhang You, Carla Pitarch-Abaigar, Sanket Kachole +6
Almost 30% of prostate cancer (PCa) patients undergoing radical prostatectomy (RP) experience biochemical recurrence (BCR), characterized by increased prostate specific antigen (PS…
Skull stripping with purely synthetic data
Jong Sung Park, Juhyung Ha, Siddhesh Thakur +3
While many skull stripping algorithms have been developed for multi-modal and multi-species cases, there is still a lack of a fundamentally generalizable approach. We present PUMBA…
Multi-resolution Guided 3D GANs for Medical Image Translation
Juhyung Ha, Jong Sung Park, David Crandall +2
Medical image translation is the process of converting from one imaging modality to another, in order to reduce the need for multiple image acquisitions from the same patient. This…
3D Volumetric Super-Resolution in Radiology Using 3D RRDB-GAN
Juhyung Ha, Nian Wang, Surendra Maharjan +1
This study introduces the 3D Residual-in-Residual Dense Block GAN (3D RRDB-GAN) for 3D super-resolution for radiology imagery. A key aspect of 3D RRDB-GAN is the integration of a 2…