In this issue, vol. 26, issue 8, August 2022, 25 papers are published related to the topic Imaging Informatics. Please click here to view them, with link in IEEE XPLORE.
Vision-based Finger Tapping Test in Patients with Parkinson’s Disease via Spatial-temporal 3D Hand Pose Estimation
Guo, Zhilin; Zeng, Weiqi; Yu, Taidong; Xu, Yan; Xiao, Yang; Cao, Xuebing; Cao, Zhiguo
Self-Supervised Transfer Learning Based on Domain Adaptation for Benign-Malignant Lung Nodule Classification on Thoracic CT
Huang, Hong; Wu, Ruoyu; Li, Yuan; Chao, Peng
Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation
Yang, Jiadong; Tao, Yuhui; Xu, Qiuzuo; Zhang, Yuhan; Ma, Xiao; Yuan, Songtao; Chen, Qiang
A framework for deep multitask learning with multiparametric magnetic resonance imaging for the joint prediction of histological characteristics in breast cancer
Fan, Ming; Yuan, Chengcheng; Huang, Guangyao; Xu, Maosheng; Wang, Shiwei; Gao, Xin; Li, Lihua
Multi-scale Interactive Network with Artery/Vein Discriminator for Retinal Vessel Classification
Hu, Jingfei; Wang, Hua; Wu, Guang; Cao, Zhaohui; Mou, Lei; Zhao, Yitian; Zhang, Jicong
DeepBBWAE-Net: A CNN-RNN Based Deep SuperLearner For Estimating Lower Extremity Sagittal Plane Joint Kinematics Using Shoe-Mounted IMU Sensors In Daily Living
Hossain, Md Sanzid Bin; Dranetz, Joseph; Choi, Hwan; Guo, Zhishan
A multi-stream convolutional neural network for classification of progressive MCI in Alzheimer’s disease using structural MRI images
Ashtari-Majlan, Mona; Seifi, Abbas; Dehshibi, Mohammad Mahdi
Robust Fovea Detection in Retinal OCT Imaging using Deep Learning
Schürer-Waldheim, Simon; Seeböck, Philipp; Bogunovic, Hrvoje; Gerendas, Bianca; Schmidt-Erfurth, Ursula
S2Q-Net: Mining the High-Pass Filtered Phase Data in Susceptibility Weighted Imaging for Quantitative Susceptibility Mapping
Lu, Zhiyang; Li, Jun; Wang, Chaoyue; Ge, Rongjun; Chen, Lili; He, Hongjian; Shi, Jun
Artificial Intelligence for Colonoscopy: Past, Present, and Future
Tavanapong, Wallapak; Oh, JungHwan; Riegler, Michael; Khaleel, Mohammed; Mitta, Bhuvan; de Groen, Piet
Hierarchical Amortized GAN for 3D High Resolution Medical Image Synthesis
Sun, Li; Chen, Junxiang; Xu, Yanwu; Gong, Mingming; Yu, Ke; Batmanghelich, Kayhan
Attention Gate based dual-pathway Network for Vertebra Segmentation of X-ray Spine images
Shi, WenBo; Xu, Tongshuai; Yang, Huan; Xi, Yongming; Du, Yukun; Li, Jinhua; Li, Jinxu
MTL-ABS3Net: Atlas-Based Semi-Supervised Organ Segmentation Network with Multi-Task Learning for Medical Images
Huang, Huimin; Chen, Qingqing; Lin, Lanfen; Cai, Ming; Zhang, Qiao; Iwamoto, Yutaro; Han, Xianhua; Furukawa, Akira; Kanasaki, Shuzo; Chen, Yen Wei; Tong, Ruo-feng; Hu, Honjie
An Effective Semi-supervised Approach for Liver CT Image Segmentation
Han, Kai; Liu, Lu; song, yuqing; Liu, Yi; Qiu, Chengjian; Tang, yangyang; Teng, Qiaoying; Liu, Zhe
Masked Joint Bilateral Filtering via Deep Image Prior for Digital X-ray Image Denoising
Wu, Qianyu; Tang, Hui; Liu, Hanxi; Xiang, Jun; Coatrieux, Gouenou; Coatrieux, Jean-Louis; Chen, Yang
Towards a Comprehensive Solution for a Vision-based Digitized Neurological Examination
Hoang, Trung-Hieu; Zehni, Mona; Xu, Huaijin; Heintz, George; Christopher, Zallek; Do, Minh
SC2Net: A Novel Segmentation-based Segmentation Network for Detection of COVID-19 in Chest X-ray Images
Fang, Zhenyu; Zhao, Huimin; Ren, Jinchang; MacLellan, Calum; Xia, Yong; Li, Shuo; Sun, Meijun; Ren, Kevin
Automatic Coronary Artery Segmentation of CCTA Images with an Efficient Feature-Fusion-and-Rectification 3D-UNet
Song, Along; Xu, Lisheng; Wang, Lu; Yang, Xiaofan; Xu, Bu; Wang, Bin; Yang, Benqiang; Greenwald, Steve
Ultrasound Entropy Imaging for Detection and Monitoring of Thermal Lesion During Microwave Ablation of Liver
Li, Xiejing; Jia, Xin; Shen, Ting; Wang, Mengke; Yang, Guang; Wang, Hua; Sun, Qinli; Wan, Mingxi; Zhang, Siyuan
TRSA-Net: Task Relation Spatial co-Attention for Joint Segmentation, Quantification and Uncertainty Estimation on Paired 2D Echocardiography
Cui, Xiaoxiao; Cao, yankun; Liu, Zhi; Sui, Xiaoyu; Mi, Jia; Zhang, Yuezhong; Cui, LiZhen ; Li, Shuo
SimSearch: A Human-in-the-Loop Learning Framework for Fast Detection of Regions of Interest in Microscopy Images
Gupta, Ankit; Sabirsh, Alan; Wählby, Carolina; Sintorn, Ida-Maria
Boundary Constraint Network with Cross Layer Feature Integration for Polyp Segmentation
Yue, Guanghui; Han, Wanwan; Jiang, Bin; Zhou, Tianwei; Cong, Runmin; Wang, Tianfu
Divergent and convergent imaging markers between bipolar and unipolar depression based on Machine Learning
Zhang, Huifeng; Zhou, Zhen; Ding, Lei; WU, Chuangxin; Qiu, Meihui; Huang, Yueqi; Jin, Feng; Hsu, Liming; Yang, yao; Shen, Ting; Wang, Jinhong; zhang, han; Shen, Dinggang; Peng, Daihui
Learning Two-Stream CNN for Multi-Modal Age-related Macular Degeneration Categorization
Wang, Weisen; Li, Xirong; Xu, Zhiyan; Yu, Weihong; Zhao, Jianchun; Ding, Dayong; Chen, Youxin
Adaptive multimodal fusion with attention guided deep supervision net for grading hepatocellular carcinoma
Li, Shangxuan; Xie, Yanyan; Wang, Guangyi; Zhang, Lijuan; Zhou, Wu