3D Brainformer: 3D Fusion Transformer for Brain Tumor Segmentation

no code implementations • 28 Apr 2023 • Rui Nian, Guoyao Zhang, Yao Sui, Yuqi Qian, Qiuying Li, Mingzhang Zhao, Jianhui Li, Ali Gholipour, Simon K. Warfield

By the nature of limited receptive fields, however, those architectures are subject to representing long-range spatial dependencies of the voxel intensities in MRI images.

Brain Tumor Segmentation Segmentation +1

Precipitation Nowcasting with Star-Bridge Networks

no code implementations • 18 Jul 2019 • Yuan Cao, Qiuying Li, Hongming Shan, Zhizhong Huang, Lei Chen, Leiming Ma, Junping Zhang

Precipitation nowcasting, which aims to precisely predict the short-term rainfall intensity of a local region, is gaining increasing attention in the artificial intelligence community.

Video Prediction

Transfer-Learning Oriented Class Imbalance Learning for Cross-Project Defect Prediction

no code implementations • 24 Jan 2019 • Haonan Tong, Bin Liu, Shihai Wang, Qiuying Li

(2) feature weighting (FW) strategy improves the average G-Measure by 11\%, and the average MCC by 29. 2\%.

Feature Importance Transfer Learning