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 Control in Type 1 Diabetes.
Zhu, Taiyu; Li, Kezhi; Georgiou, Pantelis.
An Interpretable Data-driven Medical Knowledge Discovery Pipeline Based on Artificial Intelligence.
Xia, Yunlong; Wang, Shaobo; Du, Xinhui; Liu, Guangliang; Xing, Hang; Jiao, Zengtao; Yan, Jun; LIU, YOUJUN; Lv, Haichen.
A Novel Deep Learning Model for Medical Report Generation by Inter-Intra Information Calibration.
Zhang, Junsan; Shen, Xiuxuan; Wan, Shaohua; Goudos, Sotirios; Wu, Jie; Cheng, Ming; Zhang, Weishan.
GluGAN: Generating Personalized Glucose Time Series Using Generative Adversarial Networks.
Zhu, Taiyu; Li, Kezhi; Herrero, Pau; Georgiou, Pantelis.
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis.
Xing, Xiaodan; Del Ser, Javier; Wu, Yinzhe; Li, Yang; Xia, Jun; Lei, Xu; Firmin, David; Gatehouse, Peter; Yang, Guang.
Digital Twins in Healthcare: an architectural proposal and its application in a social distancing case study.
De Benedictis, Alessandra; Mazzocca, Nicola; Somma, Alessandra; Strigaro, Carmine.