De-identification of ICU patient records
Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2003.
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Thesis |
| Language: | en_US |
| Published: |
Massachusetts Institute of Technology
2005
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/1721.1/28460 |
| _version_ | 1826192081062723584 |
|---|---|
| author | Levine, Jason M. (Jason Michael), 1981- |
| author2 | Roger M. Mark. |
| author_facet | Roger M. Mark. Levine, Jason M. (Jason Michael), 1981- |
| author_sort | Levine, Jason M. (Jason Michael), 1981- |
| collection | MIT |
| description | Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2003. |
| first_indexed | 2024-09-23T09:05:58Z |
| format | Thesis |
| id | mit-1721.1/28460 |
| institution | Massachusetts Institute of Technology |
| language | en_US |
| last_indexed | 2024-09-23T09:05:58Z |
| publishDate | 2005 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/284602019-04-10T20:45:02Z De-identification of ICU patient records De-identification of intensive care unit patient records Levine, Jason M. (Jason Michael), 1981- Roger M. Mark. Massachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science. Massachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science. Electrical Engineering and Computer Science. Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2003. Includes bibliographical references (leaf 34). The creation of systems for assembling and analyzing medical data is currently one of the major factors in advancing the speed of medical research. To ensure patient privacy, legal limitations have been placed on these systems. The Health Insurance Portability and Accountability Act requires that certain types potential identifiers be removed from the data before it can be shared freely. The process of removing the identifiers is called de-identification. The purpose of this project is to create a de-identification filter for the MIMIC database, a system that retrieves and organizes data from the intensive care unit at the Beth Israel Deaconess Medical Center. by Jason M. Levine. M.Eng. 2005-09-26T20:35:11Z 2005-09-26T20:35:11Z 2003 2003 Thesis http://hdl.handle.net/1721.1/28460 57119196 en_US M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission. http://dspace.mit.edu/handle/1721.1/7582 81 leaves 3733730 bytes 3742375 bytes application/pdf application/pdf application/pdf Massachusetts Institute of Technology |
| spellingShingle | Electrical Engineering and Computer Science. Levine, Jason M. (Jason Michael), 1981- De-identification of ICU patient records |
| title | De-identification of ICU patient records |
| title_full | De-identification of ICU patient records |
| title_fullStr | De-identification of ICU patient records |
| title_full_unstemmed | De-identification of ICU patient records |
| title_short | De-identification of ICU patient records |
| title_sort | de identification of icu patient records |
| topic | Electrical Engineering and Computer Science. |
| url | http://hdl.handle.net/1721.1/28460 |
| work_keys_str_mv | AT levinejasonmjasonmichael1981 deidentificationoficupatientrecords AT levinejasonmjasonmichael1981 deidentificationofintensivecareunitpatientrecords |