Carolin Eith
YOU?
Author Swipe
View article: Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection
Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection Open
Data augmentation (DA) is a key factor in medical image analysis, such as in prostate cancer (PCa) detection on magnetic resonance images. State-of-the-art computer-aided diagnosis systems still rely on simplistic spatial transformations t…
View article: Application of a validated prostate MRI deep learning system to independent same-vendor multi-institutional data: demonstration of transferability
Application of a validated prostate MRI deep learning system to independent same-vendor multi-institutional data: demonstration of transferability Open
Objectives To evaluate a fully automatic deep learning system to detect and segment clinically significant prostate cancer (csPCa) on same-vendor prostate MRI from two different institutions not contributing to training of the system. Mate…