2D semantic segmentation of the prostate gland in magnetic resonance images using convolutional neural networks
SP Vacacela, ME Benalcázar - IFAC-PapersOnLine, 2021 - Elsevier
Abstract Convolutional Neural Networks is one of the most commonly used methods for
automatic prostate segmentation. However, few studies focus on the segmentation of the two …
automatic prostate segmentation. However, few studies focus on the segmentation of the two …
Few-shot Meta-learning with Adversarial Shape Prior for Zonal Prostate Segmentation on T2 Weighted MRI
H Yu, V Vardhanabhuti, P Cao - ISMRM (International Society of …, 2021 - hub.hku.hk
We propose a novel gradient-based meta-learning scheme to tackle the challenges when
deploying the model to a different medical center with the lack of labeled data. A pre-trained …
deploying the model to a different medical center with the lack of labeled data. A pre-trained …