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The Henry M. Jackson Foundation for the Advancement of Military Medicine
Advancing Military Medicine
Search Results - respiratory
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Use of Machine Learning Models for Prediction of Clinical Outcomes (HJF 529-18)
Background Individuals exposed to physical trauma, including battlefield injuries and major accidents, are at elevated risk of severe complications. Existing diagnostic approaches can make it difficult to accurately quantify clinical risk and guide treatment decisions, particularly in environments where advanced diagnostics are unavailable. Early identification...
Published: 7/16/2026
|
Updated: 5/28/2026
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Inventor(s):
Seth Schobel-McHugh
,
Matthew Bradley
Keywords(s):
Biomarker
,
Critical Care
,
Diagnostics
,
Machine Learning
,
Random Forest Model
,
Respiratory
,
Respiratory
Distress
,
Sepsis
,
Traumatic Brain Injury
Category(s):
Diagnostic
Novel, Cross-Sarbecovirus Neutralizing and Binding Monoclonal Antibodies (mAbs) (HJF 660-23)
The repeat emergence of SARS-CoV-2 variants of concern (VoC) with decreased susceptibility to vaccine elicited protection highlights the need to develop vaccine candidates with broad protection. Current invention identified six neutralizing antibodies with broad sarbecovirus cross-reactivity. This finding has applications towards developing next-generation...
Published: 7/1/2026
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Updated: 5/9/2025
|
Inventor(s):
Kerri Lal
,
Shelly Krebs
,
Samantha Townsley
,
Michael Gordon Joyce
,
Vincent Dussupt
Keywords(s):
Antibodies
,
Coronavirus
,
Cross-Reactivity
,
Ferritin
,
Infectious Disease
,
Nano-particle
,
Neutralizing Antibodies
,
Respiratory
,
Sarbecovirus
,
SpFN
,
Spike Proteins
,
Vaccines
,
Variants
,
Viral
Category(s):
Research Tool