Skip to content

Commit dbad778

Browse files
authored
VaultDB MPC for Clinical Research (#7)
* added vaultdb post * Update authors.yml * Update 2023-08-26-VaultDB Hypertension Study.md * Update 2023-08-26-VaultDB Hypertension Study.md * Update 2023-08-26-VaultDB Hypertension Study.md * Update 2023-08-26-VaultDB Hypertension Study.md * Update 2023-08-26-VaultDB Hypertension Study.md * Update 2023-08-26-VaultDB Hypertension Study.md * Update 2023-08-26-VaultDB Hypertension Study.md * Update 2023-08-26-VaultDB Hypertension Study.md * Update 2023-08-26-VaultDB Hypertension Study.md
1 parent 7f0c9a8 commit dbad778

File tree

2 files changed

+20
-1
lines changed

2 files changed

+20
-1
lines changed

_data/authors.yml

Lines changed: 5 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -35,4 +35,8 @@ meilof:
3535
name: Mielof Veeningen
3636
url: https://www.linkedin.com/in/meilofveeningen/
3737

38-
# Add new authors here
38+
jennie:
39+
name: Jennie Rogers
40+
url: http://users.eecs.northwestern.edu/~jennie/
41+
42+
# Add new authors here
Lines changed: 15 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,15 @@
1+
---
2+
title: "VaultDB: A Deployment of Secure Multiparty Computation for Clinical Research"
3+
date: 2023-08-26 02:30:00 -0800
4+
categories: [Healthcare, Private Analytics]
5+
toc: true
6+
image:
7+
path: http://users.eecs.northwestern.edu/~jennie/images/vaultdb-crn-arch-detail.png
8+
author: jennie
9+
---
10+
11+
VaultDB is a federated database for running SQL queries over secure multiparty computation. In this study, we deployed VaultDB within three healthcare institutions in the Chicago metropolitan area to compute a public health study identifying underserved communities of hypertension sufferers stratified by their gender, ethnicity, and race. It also calculates the percentage of patients with fractured care (served by greater than one healthcare site). This three-year study computes over 1M real patient rows and it is fully HIPAA compliant. The study workflow deduplicates patients, aggregates the data, and automatically redacts its query answers to preserve data anonymity.
12+
13+
### Links
14+
15+
Rogers, Jennie, Elizabeth Adetoro, Johes Bater, Talia Canter, Dong Fu, Andrew Hamilton, Amro Hassan et al. "VaultDB: A Real-World Pilot of Secure Multi-Party Computation within a Clinical Research Network." arXiv preprint arXiv:2203.00146 (2022). [pdf](https://arxiv.org/pdf/2203.00146.pdf)

0 commit comments

Comments
 (0)