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To this end, we propose a novel transfer approach for prostate segmentation in MR images. Firstly, an image-specific classifier is built for each training image ...
Sep 13, 2018 · In this paper, we propose a novel image-specific transfer model for prostate segmentation in MR images. The framework of the proposed approach ...
Apr 9, 2024 · PDF | On Apr 1, 2018, Pinzhuo Tian and others published A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images ...
Prostate segmentation in Magnetic Resonance (MR) Images is a significant yet challenging task for prostate cancer treat- ment. Most of the existing works ...
This paper proposes a novel approach with Residual and Gated Network (ResGNet) for prostate segmentation on MR images.
Aug 27, 2024 · Prostate Segmentation in MRI Images Current Medical ... methods, or normalization. techniques to improve the model's resilience to diverse image.
Aug 28, 2024 · We propose a U-shaped encoder-decoder network MM-UNet based on Mamba and CNN for prostate segmentation in MR images.
Apr 19, 2023 · A novel DCNN is proposed to automatically segment the prostate and its lesion regions. This model is inspired by the U-Net model with the encoding-decoding ...
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This paper presents MicroSegNet, a multi-scale annotation-guided transformer UNet model designed specifically to tackle these challenges.