3D bi-directional transformer U-Net for medical image segmentation

X Fu, Z Sun, H Tang, EM Zou, H Huang, Y Wang… - Frontiers in Big …, 2023 - frontiersin.org
As one of the popular deep learning methods, deep convolutional neural networks (DCNNs)
have been widely adopted in segmentation tasks and have received positive feedback …

Quantitative and longitudinal assessment of human placental inflammation using diffusion basis spectrum imaging

Z Sun, W Wu, Z Xiang, H Gao, W Ju, C Uhm… - npj Women's …, 2025 - nature.com
Besides exchanging nutrients, gases, and wastes, placenta is an intermediary between
maternal and fetal immune systems. However, no method exists to safely image and monitor …

An Exploration of Transformer and Convolution Layers in Medical Image Segmentation

X Fu - 2023 - d-scholarship.pitt.edu
Deep convolutional neural networks (DCNNs) are a popular deep learning technique that
has been widely used in segmentation tasks and has received positive feedback. However …