In this issue, vol. 26, issue 3, March 2022, 16 papers are published related to the topic Imaging Informatics. Please click here to view them, with link in IEEE XPLORE.
- Deep Supervised Domain Adaptation for Pneumonia Diagnosis from Chest X-ray Images
Feng, Yangqin; Xu, Xinxing; Wang, Yan; Lei, Xiaofeng; Teo, Soo Kng; Ting, Jordan Sim Zheng; Ting, Yonghan; Zhen, Liangli; Zhou, Joey Tianyi; Liu, Yong; Tan, Cher Heng - Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Colour Fundus Images
Liu, Qing; Liu, Haotian; Zhao, Yang; Liang, Yixiong - Regression and Classification of Alzheimer’s Disease Diagnosis using NMF-TDNet Features from 3D Brain MR Image
Lao, Huan; Zhang, Xuejun - HD-RDS-UNet: Leveraging Spatial-Temporal Correlation between the Decoder Feature Maps for Lymphoma Segmentation
Wang, Meng; Jiang, Huiyan; SHI, TIANYU; Yao, Yu-Dong - VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI
Liu, Xiaofeng; Xing, Fangxu; Yang, Chao; Kuo, Jay; Babu, Suma; Fakhri, Georges; Jenkins, Thomas; Woo, Jonghye - Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation
Li, Xiangyu; Luo, Gongning; Wang, Wei; Wang, Kuanquan; Gao, Yue; Li, Shuo - Multi-scale binary pattern encoding network for cancer classification in pathology images
Vuong, Trinh; Song, Boram; Kim, Kyungeun; Cho, Yong Mi; Kwak, Jin Tae - Assessment of Parkinson’s Disease Severity from Videos using Deep Architecture
Yin, Zhao; Geraedts, Victor; Wang, Ziqi; Contarino, Maria; Dibeklioglu, Hamdi; van Gemert, Jan - Few-shot Learning for Deformable Medical Image Registration with Perception-Correspondence Decoupling and Reverse Teaching
Li, Shuo; He, Yuting; Li, Tiantian; Ge, Rongjun; Yang, Guanyu; Yang, Jian; Kong, Youyong; Zhu, Jian; Shu, Huazhong - Application of a deep-learning technique to non-linear images from human tissue biopsies for shedding new light on breast cancer diagnosis
Tsafas, Vassilis; Oikonomidis, Iason; Gavgiotaki, Evangelia; Tzamali, Eleftheria; Tzedakis, Georgios; Fotakis, Costas; Athanassakis, Irene; Filippidis, George - Deep Attention and Graphical Neural Network for Multiple Sclerosis Lesion Segmentation from MR Imaging Sequences
Chen, Zhanlan; Wang, Xiuying; Huang, Jiang; Lu, Jie; Zheng, Jiangbin - Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment
Chen, Chao; Chen, Zhihong; Jin, Xinyu; Li, Lanjuan; Speier, William; Arnold, Corey - Convolutional Neural Network with Sparse Strategies to Classify Dynamic Functional Connectivity
Ji, Junzhong; Chen, Zhihui; Yang, Cuicui - SDoF-Net: Super Depth of Field Network for Cell Detection in Leucorrhea Micrograph
Du, Xiaohui; Wang, Xiangzhou; Ni, Guangming; Zhang, Jing; Hao, Ruqian; Zhao, Jiaxi; Wang, Xudong; Liu, Juanxiu; Liu, Lin - Learning from Highly Confident Samples for Automatic Knee Osteoarthritis Severity Assessment: Data from the Osteoarthritis Initiative
Wang, Yifan; Bi, Zhaori; Xie, Yuxue; Wu, Tao; Zeng, Xuan; Chen, Shuang; Zhou, Dian - 3D Graph-Connectivity Constrained Network for Hepatic Vessel Segmentation
Li, Ruikun; Huang, Yi-Jie; chen, huai; Liu, Xiaoqing; Yu, Yizhou; Qian, Dahong; Wang, Lisheng