-
MsVRL: Self-Supervised Multiscale Visual Representation Learning via Cross-Level Consistency for Medical Image Segmentation
Author: Zheng, Ruifeng; Zhong, Ying; Yan, Senxiang; Sun, Hongcheng; Shen, Haibin; Huang, Kejie
Journal: IEEE TRANSACTIONS ON MEDICAL IMAGING. 2023; Vol. 42, Issue 1, pp. 91-102. DOI: 10.1109/TMI.2022.3204551
-
Graph Convolution Based Cross-Network Multiscale Feature Fusion for Deep Vessel Segmentation
Author: Zhao, Gangming; Liang, Kongming; Pan, Chengwei; Zhang, Fandong; Wu, Xianpeng; Hu, Xinyang; Yu, Yizhou
Journal: IEEE TRANSACTIONS ON MEDICAL IMAGING. 2023; Vol. 42, Issue 1, pp. 183-195. DOI: 10.1109/TMI.2022.3207093
-
Toward Multicenter Skin Lesion Classification Using Deep Neural Network With Adaptively Weighted Balance Loss
Author: Yue, Guanghui; Wei, Peishan; Zhou, Tianwei; Jiang, Qiuping; Yan, Weiqing; Wang, Tianfu
Journal: IEEE TRANSACTIONS ON MEDICAL IMAGING. 2023; Vol. 42, Issue 1, pp. 119-131. DOI: 10.1109/TMI.2022.3204646
-
TNN: Tree Neural Network for Airway Anatomical Labeling
Author: Yu, Weihao; Zheng, Hao; Gu, Yun; Xie, Fangfang; Yang, Jie; Sun, Jiayuan; Yang, Guang-Zhong
Journal: IEEE TRANSACTIONS ON MEDICAL IMAGING. 2023; Vol. 42, Issue 1, pp. 103-118. DOI: 10.1109/TMI.2022.3204538
-
Multi-Label Softmax Networks for Pulmonary Nodule Classification Using Unbalanced and Dependent Categories
Author: Yi, Le; Zhang, Lei; Xu, Xiuyuan; Guo, Jixiang
Journal: IEEE TRANSACTIONS ON MEDICAL IMAGING. 2023; Vol. 42, Issue 1, pp. 317-328. DOI: 10.1109/TMI.2022.3211085
-
3D Soma Detection in Large-Scale Whole Brain Images via a Two-Stage Neural Network
Author: Wei, Xiaodan; Liu, Qinghao; Liu, Min; Wang, Yaonan; Meijering, Erik
Journal: IEEE TRANSACTIONS ON MEDICAL IMAGING. 2023; Vol. 42, Issue 1, pp. 148-157. DOI: 10.1109/TMI.2022.3206605
-
One-Dimensional Deep Low-Rank and Sparse Network for Accelerated MRI
Author: Wang, Zi; Qian, Chen; Guo, Di; Sun, Hongwei; Li, Rushuai; Zhao, Bo; Qu, Xiaobo
Journal: IEEE TRANSACTIONS ON MEDICAL IMAGING. 2023; Vol. 42, Issue 1, pp. 79-90. DOI: 10.1109/TMI.2022.3203312
-
Lumbar Bone Mineral Density Estimation From Chest X-Ray Images: Anatomy-Aware Attentive Multi-ROI Modeling
Author: Wang, Fakai; Zheng, Kang; Lu, Le; Xiao, Jing; Wu, Min; Kuo, Chang-Fu; Miao, Shun
Journal: IEEE TRANSACTIONS ON MEDICAL IMAGING. 2023; Vol. 42, Issue 1, pp. 257-267. DOI: 10.1109/TMI.2022.3209648