Developing Practical Multi-View Learning for Clinical Analytics in P4 Medicine

• Published in: IEEE transactions on emerging topics in computing Vol. 10; no. 2; pp. 948 - 961
• Main Authors: Nan, Yucen, Li, Wei, Feng, Lu, Luo, Chengwen, Li, Jianqiang, Zomaya, Albert Y.
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.04.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Analytical models; clinical analytics; Data analysis; Data integration; Data privacy; Data processing; Edge computing; Feature extraction; Integrated circuits; Internet of things; Machine learning; Medicine; multi-stage analysis; multi-view learning

With the immersive experience of P4 medicine (predictive, preventive, personalized and participatory), various medical applications are now transforming from periodic in-hospital service into anytime self-monitoring systems, which generates rich personal medical data required to be processed. The em...