@article{ART003084040},
author={Kim Jong Wook},
title={Privacy-Preserving Collection and Analysis of Medical Microdata},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2024},
volume={29},
number={5},
pages={93-100},
doi={10.9708/jksci.2024.29.05.093}
TY - JOUR
AU - Kim Jong Wook
TI - Privacy-Preserving Collection and Analysis of Medical Microdata
JO - Journal of The Korea Society of Computer and Information
PY - 2024
VL - 29
IS - 5
PB - The Korean Society Of Computer And Information
SP - 93
EP - 100
SN - 1598-849X
AB - With the advent of the Fourth Industrial Revolution, cutting-edge technologies such as artificial intelligence, big data, the Internet of Things, and cloud computing are driving innovation across industries. These technologies are generating massive amounts of data that many companies are leveraging. However, there is a notable reluctance among users to share sensitive information due to the privacy risks associated with collecting personal data. This is particularly evident in the healthcare sector, where the collection of sensitive information such as patients' medical conditions poses significant challenges, with privacy concerns hindering data collection and analysis. This research presents a novel technique for collecting and analyzing medical data that not only preserves privacy, but also effectively extracts statistical information. This method goes beyond basic data collection by incorporating a strategy to efficiently mine statistical data while maintaining privacy. Performance evaluations using real-world data have shown that the propose technique outperforms existing methods in extracting meaningful statistical insights.
KW - Disease Data Collection;Data Privacy;Differential Privacy;Aggregate Analysis
DO - 10.9708/jksci.2024.29.05.093
ER -
Kim Jong Wook. (2024). Privacy-Preserving Collection and Analysis of Medical Microdata. Journal of The Korea Society of Computer and Information, 29(5), 93-100.
Kim Jong Wook. 2024, "Privacy-Preserving Collection and Analysis of Medical Microdata", Journal of The Korea Society of Computer and Information, vol.29, no.5 pp.93-100. Available from: doi:10.9708/jksci.2024.29.05.093
Kim Jong Wook "Privacy-Preserving Collection and Analysis of Medical Microdata" Journal of The Korea Society of Computer and Information 29.5 pp.93-100 (2024) : 93.
Kim Jong Wook. Privacy-Preserving Collection and Analysis of Medical Microdata. 2024; 29(5), 93-100. Available from: doi:10.9708/jksci.2024.29.05.093
Kim Jong Wook. "Privacy-Preserving Collection and Analysis of Medical Microdata" Journal of The Korea Society of Computer and Information 29, no.5 (2024) : 93-100.doi: 10.9708/jksci.2024.29.05.093
Kim Jong Wook. Privacy-Preserving Collection and Analysis of Medical Microdata. Journal of The Korea Society of Computer and Information, 29(5), 93-100. doi: 10.9708/jksci.2024.29.05.093
Kim Jong Wook. Privacy-Preserving Collection and Analysis of Medical Microdata. Journal of The Korea Society of Computer and Information. 2024; 29(5) 93-100. doi: 10.9708/jksci.2024.29.05.093
Kim Jong Wook. Privacy-Preserving Collection and Analysis of Medical Microdata. 2024; 29(5), 93-100. Available from: doi:10.9708/jksci.2024.29.05.093
Kim Jong Wook. "Privacy-Preserving Collection and Analysis of Medical Microdata" Journal of The Korea Society of Computer and Information 29, no.5 (2024) : 93-100.doi: 10.9708/jksci.2024.29.05.093
