Featured Articles

SemiMAR: Semi-Supervised Learning for CT Metal Artifact Reduction Zhang, Yi; Wang, Tao; Yu, Hui; Wang, Zhiwen; Chen, Hu; LIU, YAN; Lu, Jingfeng. A Segmentation Framework with Unsupervised Learning-Based Label Mapper…

Semi-Supervised Learning for Low-cost Personalized Obstructive Sleep Apnea Detection Using Unsupervised Deep Learning and Single-Lead Electrocardiogram Hu, Shuaicong; Wang, Ya’nan; Liu, Jian; Yang, Cuiwei; Wang, Aiguo; Li, Kuanzheng; Liu, Wenxin.…

sEMG-Based End-to-End Continues Prediction of Human Knee Joint Angles Using the Tightly Coupled Convolutional Transformer Model Liu, Tian; Liang, Tuanjie; Sun, Ning; Wang, Qiong; Bu, Jingyu; Li, Long; Chen, Yuhao;…

ExpertNet: A Deep Learning Approach to Combined Risk Modeling and Subtyping in Intensive Care Units. Srivastava, Shivin; Rajan, Vaibhav. Offline Deep Reinforcement Learning and Off-Policy Evaluation for Personalized Basal Insulin…

Robust and Interpretable General Movement Assessment using Fidgety Movement Detection. Morais, Romero; Le, Vuong; Morgan, Catherine; Spittle, Alicia; Badawi, Nadia; Valentine, Jane; M, Elizabeth Hurrion; A, Paul Dawson; Tran, Truyen;…

Learning Common and Task-specific Radiomic Features via Graph Regularized NMF for The Joint Prediction of Multiple Clinical Indicators in Breast Cancer. Li, Lihua; Guan, Jian; Fan, Ming; Zeng, Tieyong. DSANet:…

Transfer Learning for P300 Brain-Computer Interfaces by Joint Alignment of Feature Vectors. Altindis, Fatih; Banerjee, Antara; Phlypo, Ronald; Yilmaz, Bulent; congedo, marco. QRS-T angles as markers for heart sphericity in…

Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework Qian, Xiaohua; Li, Jun; Zhu, Hongzhang; Chen, Tao Recently, numerous pancreas segmentation methods have achieved promising performance on local single-source datasets.…