U-Shaped Neural Network

Multidimensional dual encoding network for liver lesion classification from multi-phase magnetic resonance imaging featured image

Medical Image Classification

Multidimensional dual encoding network for liver lesion classification from multi-phase magnetic resonance imaging

Xinjun An

• Oct 1, 2025 • 1 min read

Medical Image Segmentation

Unsupervised deep consistency learning adaptation network for cardiac cross-modality structural segmentation

Dapeng Li

• Oct 1, 2023 • 1 min read

Medical Image Quantification

A task-unified network with transformer and spatial–temporal convolution for left ventricular quantification

Dapeng Li

• Aug 1, 2023 • 1 min read

Medical Image Segmentation

The multimodal MRI brain tumor segmentation based on AD-net

Yanjun Peng

• Feb 1, 2023 • 1 min read

Medical Image Segmentation

MLRD-net: 3D multiscale local cross-channel residual denoising network for MRI-based brain tumor segmentation

Xue Chen

• Dec 1, 2022 • 1 min read

Medical Image Segmentation

TAUNet: a triple-attention-based multi-modality MRI fusion U-net for cardiac pathology segmentation

Dapeng Li

• Jun 1, 2022 • 1 min read

Medical Image Segmentation

MFAUNet: multiscale feature attentive U‐net for cardiac MRI structural segmentation

Dapeng Li

• Mar 1, 2022 • 1 min read

CCUT-Net: Pixel-Wise Global Context Channel Attention UT-Net for Head and Neck Tumor Segmentation featured image

Medical Image Segmentation

CCUT-Net: Pixel-Wise Global Context Channel Attention UT-Net for Head and Neck Tumor Segmentation

Jiao Wang

• Jan 1, 2022 • 1 min read

Medical Image Segmentation

Segmentation of the multimodal brain tumor images used res-U-net

Jindong Sun

• Jan 1, 2021 • 1 min read

Medical Image Segemntation

Segmentation of the multimodal brain tumor image used the multi-pathway architecture method based on 3D FCN

Jindong Sun

• Jan 1, 2021 • 1 min read