JBHI presents
Imaging Informatics
Featured Articles, Special Issues
Posted on 8 MAR 2022
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