Title :
A new on-line approach for AIDS modeling and prediction through dynamic data systems identification (DDSI) method
Author :
Feng, Xin ; Sun, Gang
Author_Institution :
Dept. of Electr. Comput. & Biomed. Eng., Marquette Univ., Milwaukee, WI, USA
Abstract :
A preliminary application of the dynamic data system identification (DDSI) method to AIDS modeling is presented. The historical occurrences of AIDS disease are considered as the output of a stochastic dynamic system stimulated by the random inputs. The AIDS modeling and prediction by DDSI is performed for the US nationwide AIDS monthly observed data. One autoregressive moving-average model and another combined model are established. Several features of AIDS data, including the exponential and periodic growth, are explored by analyzing the established model.<>
Keywords :
medical computing; AIDS modeling; DDSI; autoregressive moving-average model; dynamic data system identification; stochastic dynamic system;
Conference_Titel :
Engineering in Medicine and Biology Society, 1988. Proceedings of the Annual International Conference of the IEEE
Conference_Location :
New Orleans, LA, USA
Print_ISBN :
0-7803-0785-2
DOI :
10.1109/IEMBS.1988.94710
