Liansheng Wang

The Medical Segmentation Decathlon

Michela Antonelli, Annika Reinke, Spyridon Bakas et al. · Nature Communications · 2022 · 1.1K citations · Full text

nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer

Hong-Yu Zhou, Jiansen Guo, Yinghao Zhang et al. · IEEE Transactions on Image Processing · 2023 · 533 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +22

nnFormer: Interleaved Transformer for Volumetric Segmentation

Hong-Yu Zhou, Jiansen Guo, Yinghao Zhang et al. · arXiv (Cornell University) · 2021 · 261 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +23

Generalized radiograph representation learning via cross-supervision between images and free-text radiology reports

Hong-Yu Zhou, Xiaoyu Chen, Yinghao Zhang et al. · Nature Machine Intelligence · 2022 · 112 citations · Full text

Engineering, Machine Learning, Diagnosis +17

XBound-Former: Toward Cross-Scale Boundary Modeling in Transformers

Jiacheng Wang, Fei Chen, Yuxi Ma et al. · IEEE Transactions on Medical Imaging · 2023 · 100 citations