@inproceedings{7b12d58bfba049d6844a16767b38115f,
title = "The design and implementation of the elderly healthcare information mining platform",
abstract = "Global aging brings new challenges to elderly healthdata management. Existing systems such as HIS and CIS focus on the storage and management of information, the key limitations are that they lack effective mining approaches and usually cannot handle the large-scale health data, these drawbacks make them very hard to be a robust and light-weight system. In this paper, we develop a memory computing based elderly healthcare information mining platform. The platform can (1) provide memory computing based parallel storage and computing framework for complex and heterogeneous elderly health data; (2) implement a workflow to manage the data mining process; (3) provide a friendly operating interface. Extensive experiment on elderly heart disease dataset shows that the platform achieves high prediction accuracy and fast running time.",
keywords = "Data mining platform, Elderly health data analysis, Memory computing",
author = "Rongzhen Yan and Chunshan Li and Dianhui Chu",
note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017 ; Conference date: 13-11-2017 Through 16-11-2017",
year = "2017",
month = dec,
day = "15",
doi = "10.1109/BIBM.2017.8217884",
language = "英语",
series = "Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1501--1506",
editor = "Illhoi Yoo and Zheng, \{Jane Huiru\} and Yang Gong and Hu, \{Xiaohua Tony\} and Chi-Ren Shyu and Yana Bromberg and Jean Gao and Dmitry Korkin",
booktitle = "Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017",
address = "美国",
}