Yutong Xie

TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers

Jieneng Chen, Jieru Mei, Xianhang Li et al. · Medical Image Analysis · 2024 · 703 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +23

Attention Residual Learning for Skin Lesion Classification

Jianpeng Zhang, Yutong Xie, Yong Xia et al. · IEEE Transactions on Medical Imaging · 2019 · 545 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +19

Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT

Yutong Xie, Yong Xia, Jianpeng Zhang et al. · IEEE Transactions on Medical Imaging · 2018 · 478 citations

Convolutional Neural Network, Engineering, Machine Learning +20

COVID-19 Screening on Chest X-ray Images Using Deep Learning based Anomaly Detection

Jianpeng Zhang, Yutong Xie, Yi Li et al. · Europe PMC (PubMed Central) · 2020 · 414 citations

Anomaly Detection, Image Analysis, Deep Learning +10

Medical image classification using synergic deep learning

Jianpeng Zhang, Yutong Xie, Qi Wu et al. · Medical Image Analysis · 2019 · 387 citations

Engineering, Machine Learning, Medical Imaging +9