Name
Abstract | ||
|---|---|---|
The Diagnosis Procedure Combination (DPC) database is a large-scale claim-based database of Japanese hospitals that uses a standardized case-mix patient-classification system for the evaluation of clinical procedures and hospital performance. The dataset does not include confidential information, although content details may allow identification of individual patients. We have developed a secure scheme for preserving patient privacy, which also enables epidemiological analysis that can adjust for patient characteristics to enable unbiased comparisons. We tested its performance with a DPC database sample of 80 hospitals. |
Year | DOI | Venue |
|---|---|---|
2015 | 10.1109/AsiaJCIS.2015.31 | 2015 10th Asia Joint Conference on Information Security |
Keywords | Field | DocType |
privacy,DPC data,logistic regression | Internet privacy,Confidentiality,Computer science,Computer security,Epidemiology,Encryption,Patient privacy,Distributed database,Public-key cryptography,Logistic regression | Conference |
ISSN | Citations | PageRank |
2374-0205 | 2 | 0.44 |
References | Authors | |
4 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| hiroaki kikuchi | 1 | 22 | 16.34 |
| H. Hashimoto | 2 | 419 | 76.51 |
| Hideo Yasunaga | 3 | 24 | 3.69 |