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Trauma Data Collection and Mining to Enhance Combat Triage Decisions

Award Information

Agency:
Department of Defense
Branch:
Army
Award ID:
74050
Program Year/Program:
2005 / SBIR
Agency Tracking Number:
A052-180-1997
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Barron Associates, Inc.
1410 Sachem Place Suite 202 Charlottesville, VA 22901-2496
View profile »
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 2005
Title: Trauma Data Collection and Mining to Enhance Combat Triage Decisions
Agency / Branch: DOD / ARMY
Contract: W81XWH-06-C-0037
Award Amount: $69,995.00
 

Abstract:

The fundamental objective of the research effort proposed herein is to provide guidance to combat medics in making field treatment and triage decisions. Combat medics must prioritize patients according to the need for: (1) immediate medical intervention, and/or (2) immediate evacuation and surgical intervention. Many life-threatening conditions -- most prominently acute hemorrhagic shock, followed by circulatory collapse -- are difficult to diagnose in the field, particularly in a timely fashion. This effort seeks to find predictive markers to enhance combat medic triage decisions and entails fulfillment of several objectives: (1) collection of a high-quality database of continuous physiologic data on trauma patients; (2) extraction of predictive features of relevant clinical outcomes from these data; and (3) development of a predictive methodology to aid in trauma triage decision making. Herein, Barron Associates, Inc. (BAI) and the University of Virginia (UVA) propose to collect continuous data on trauma patients via the Pegasus aeromedical transport service and the UVA Level 1 Trauma Center. BAI will apply sophisticated signal analysis and nonlinear dynamic pre-processing and feature extraction techniques to increase the likelihood of identifying useful predictive markers as inputs to estimation and classification neural networks, the latter of which predict relevant clinical outcomes.

Principal Investigator:

Todd A. Summers
Research Scientist
4349731215
summers@bainet.com

Business Contact:

David G. Ward
President
4349731215
barron@bainet.com
Small Business Information at Submission:

BARRON ASSOC., INC.
1410 Sachem Place, Suite 202 Charlottesville, VA 22901

EIN/Tax ID: 541243694
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No