Peng Cao

UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer

Haonan Wang, Peng Cao, Jiaqi Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 937 citations · Full text

Convolutional Neural Network, Time-sensitive Networking, Engineering +21

Machine learning-based quantitative texture analysis of CT images of small renal masses: Differentiation of angiomyolipoma without visible fat from renal cell carcinoma

Zhichao Feng, Pengfei Rong, Peng Cao et al. · European Radiology · 2017 · 221 citations

Image Analysis, Engineering, Medical Imaging +13

L_DMI: A Novel Information-theoretic Loss Function for Training Deep Nets Robust to Label Noise

Yilun Xu, Peng Cao, Yuqing Kong et al. · Neural Information Processing Systems · 2019 · 123 citations

Artificial Intelligence, First Loss Function, Engineering +15

Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation

Haonan Wang, Peng Cao, Jinzhu Yang · Neural Networks · 2024 · 88 citations

Geometric Learning, Convolutional Neural Network, Medical Image Segmentation +16

Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation

Zhiqiang Shen, Peng Cao, Hua Yang et al. · 2023 · 87 citations · Full text

Engineering, Machine Learning, Consistency Regularization +20