The Integrated Blast Effects Sensor Suite: A Rapidly Developed, Complex, System of Systems
Abstract
Spurned by the increasing concern and consciousness of traumatic brain injuries in deployed U.S. service members, the U.S. Army Rapid Equipping Force sought help from the Georgia Tech Research Institute to rapidly develop and deploy a system capable of gathering relevant soldier-centric data-the Integrated Blast Effects Sensor Suite. To meet aggressive program milestones and requirements, Georgia Tech Research Institute engaged in rapid systems engineering efforts focused on leveraging iterative development and test methodologies. Ultimately, an integrated system of systems composed of vehicle systems, soldier-worn headset and torso systems, and data retrieval systems was deployed to troops in Afghanistan for an operational assessment. The Integrated Blast Effects Sensor Suite development process and parallel efforts investigating injury dosimetry methodologies have yielded unique findings and lessons learned, which should be incorporated into future evolutions of similar systems.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Additional benefits of wearable sensors in the field setting include their applicability in environments where rapid medical care is needed and often not readily available, for example, at the scene of accidents, in military settings, athletics and in resource-constrained environments.
“Additional benefits of wearable sensors in the field setting include their applicability in environments where rapid medical care is needed and often not readily available, for example, at the scene of accidents, in military settings, athletics and in resource-constrained environments (Figure 2) [36,138-140].”
From Wearables and the Medical Revolution (2018) · cites this paper as [140]
Cites
Combat Wounds in Operation Iraqi Freedom and Operation Enduring Freedom
Owens, B. D., Kragh, J. F., Wenke, J. C., Macaitis, J. M., Wade, C. E., & Holcomb, J. B. (2008) · The Journal of Trauma: Injury, Infection, and Critical Care · doi:10.1097/ta.0b013e318163b875 · Cited by 1,106 · see citing works
Tanielian, T., Jaycox, L. H., Schell, T. L., Marshall, G. N., Burnam, M. A., Eibner, C., Karney, B. R., Meredith, L. S., Ringel, J., & Vaiana, M. E. (2008) · RAND Corporation eBooks · doi:10.7249/mg720.1 · Cited by 256 · see citing works
Combat-Related Traumatic Brain Injury and Its Implications to Military Healthcare
Meyer, K. S., Marion, D. W., Coronel, H., & Jaffee, M. S. (2010) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2010.08.007 · Cited by 36 · see citing works
The Integrated Blast Effects Sensor Suite: A rapidly developed, complex, system of systems
Mulkey, N., Liu, B., & Medda, A. (2013) · International Conference on System of Systems Engineering · doi:10.1109/sysose.2013.6575271 · Cited by 3 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Wearables and the Medical Revolution
Dunn, J., Runge, R., & Snyder, M. (2018) · Personalized Medicine · doi:10.2217/pme-2018-0044 · Cited by 654 · see citing works
- Authors
- Liu, B., Medda, A., Woods, D., Phelps, S., & Fain, W.
- Affiliations
- Georgia Tech Research Institute (US)
- ORCID
- Medda, Alessio
- Venue
- Military Medicine
- Publisher
- Oxford University Press (OUP)
- Published
- 2015-03
- Volume
- 180
- Issue
- 3S
- Pages
- 195-200
- ISSN
- 0026-4075 (ISSN-L)
- 1930-613X
- OpenAlex
- W1932203609
- Cited by
- 2
- References
- 4
- Citations by year
- 2019: 1 · 2018: 1
- FWCI
- 0.31
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Military Medicine (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Physical Sciences › Engineering › Control and Systems Engineering › Systems Engineering Methodologies and Applications
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Automotive and Human Injury Biomechanics
- Health Sciences › Medicine › Epidemiology › Traumatic Brain Injury Research
- Keywords
- blast injury, traumatic brain injury, systems of systems, deployed soldiers, Afghanistan
- MeSH terms
- Blast Injuries, Brain Injuries, Explosions, Humans, Military Personnel, United States, Incidence, Iraq War, 2003-2011, Afghan Campaign 2001-
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review