JBHI presents
Special Issue on Deep Learning in Ultrasound Imaging
Featured Articles, Special Issues
Posted on 3 APR 2020
In this issue, vol. 24, issue 4, April 2020, 13 papers are published related to the topic Sensor Informatics. Please click here to view them, with links in IEEE XPLORE.
- A Generic Quality Control Framework for Fetal Ultrasound Cardiac Four-chamber Planes
Dong, Jinbao; Liu, Shengfeng; Liao, Yimei; Wen, Huaxuan; Lei, Baiying; Li, Shengli; Wang, Tianfu - Ultrafast Plane Wave Imaging with Line-scan-quality Using an Ultrasound-transfer Generative Adversarial Network
Zhou, Zixia; Wang, Yuanyuan; Guo, Yi; Jiang, Xinming; Qi, Yanxing - Localizing B-lines in Lung Ultrasonography by Weakly-Supervised Deep Learning, in-vivo results
Ana Ruud JG van Sloun; Libertario Demi - Detection and Monitoring of Thermal Lesions Induced by Microwave Ablation Using Ultrasound Imaging and Convolutional Neural Networks
Zhang, Siyuan; Wu, Shan; Shang, Shaoqiang; Qin, Xuewei; Jia, Xin; Li, Dapeng; Cui, Zhiwei; Xu, Tianqi; Niu, Gang; Bouakaz, Ayache; Wan, Mingxi - CR-Unet: A Composite Network for Ovary and Follicle Segmentation in Ultrasound Images
Li, Haoming; Fang, Jinghui; Liu, Shengfeng; Liang, Xiaowen; Yang, Xin; Mai, Zixin; The Van, Manh; Wang, Tianfu; chen, zhiyi; Ni, Dong - Automatic Identification of Breast Ultrasound Image Based on Supervised Block-Based Region Segmentation Algorithm and Features Combination Migration Deep Learning
Liao, Wen-Xuan; He, Ping; Hao, Jin; Wang, Xuan-Yu; Yang, Ruo-Lin; An, Dong; Cui, Li-Gang - Mitral Annulus Segmentation using Deep Learning in 3D Transesophageal Echocardiography
Andreassen, Børge Solli; Veronesi, Federico; Gerard, Olivier; Solberg, Anne; Samset, Eigil - Bimodal Automated Carotid Ultrasound Segmentation using Geometrically Constrained Deep Neural Networks
Azzopardi, Carl; Camilleri, Kenneth; Hicks, Yulia - Objective analysis of neck muscle boundaries for cervical dystonia using ultrasound imaging and deep learning
Loram, Ian; Siddique, Abdul; Sánchez Puccini, María Beatriz; Harding, Peter; Silverdale, Monty; Kobylecki, Christopher; Cunningham, Ryan - Diagnosis of benign and malignant thyroid nodules using combined conventional ultrasound and ultrasound elasticity imaging
Qin, Pinle; Wu, Kuan; Hu, Yishan; Zeng, Jianchao; Chai, Xiangfei - Using Deep Learning in Ultrasound Imaging of Bicipital Peritendinous Effusion to Grade Inflammation Severity
Lin, Bor-Shing; Chen, Jean-Lon; Tu, Yi-Hsuan; Shih, Ya-Xing; Lin, Yu-Ching; Chi, Wen-Ling; Wu, Yi-Cheng - Hierarchical Class Incremental Learning of Anatomical Structures in Fetal Echocardiography Videos
Patra, Arijit; Noble, Julia - Low-Memory CNNs Enabling Real-Time Ultrasound Segmentation Towards Mobile Deployment
Vaze, Sagar; Xie, Weidi; Namburete, Ana