Curriculum Vitae

Jonathan D. Stallings, PhD, MS

Modified

June 8, 2026

πŸ“ Converse, TX  |  βœ‰οΈ jdstallings@dataindeed.org  |  πŸ”— LinkedIn  |  πŸŽ“ Google Scholar  |  πŸ†” ORCID
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Summary

Career military officer and senior data science leader with deep expertise in trauma systems, applied statistics, and real-world evidence. Integrates regulatory science, clinical research, and advanced R and Python programming to build enterprise-scale data ecosystems, AI decision-support tools, and analytics for combat casualty care. Experienced in OMOP CDM, CDISC standards, FDA-regulated product development, and a broad range of statistical methods including regression, mixed models, survival modeling, prediction modeling, missing data, meta-analysis, and Bayesian workflows. Proven track record leading large multidisciplinary teams, modernizing data infrastructure, and advancing data-driven innovation across DoD trauma missions.

Education

American Tech Fellowship - Veterans
Palantir, Aventura, FL
March 2026 – May 2026
M.S. in Applied Statistics
University of Oklahoma, Norman, OK
December 2025 Β· GPA: 3.9
Graduate Certificate in Biostatistics
University of Louisville, Louisville, KY
May 2023 Β· GPA: 3.49
Long Term Health and Education Training (LTHET) Fellowship
FDA, Center for Drug Evaluation and Research (CDER)
September 2016 – September 2017
Intermediate Level Education (Distance Learning)
US Army Command and General Staff College, Fort Leavenworth, KS
July 2017
Postdoctoral Associate
The Jackson Laboratory, Bar Harbor, ME Β· Advisor: Dr. Susan L. Ackerman (HHMI) Β· NEI Training Grant
October 2005 – May 2006
Ph.D. in Cellular and Molecular Pathology
State University of New York at Stony Brook Β· Advisor: Dr. Mario Rebecchi
June 2000 – December 2005 Β· GPA: 3.1
B.S. in Biology
University of Southern Indiana, Evansville, IN
July 1997 – June 2000 Β· GPA: 3.55

Work Experience

Supervisory Data Scientist (GS-15) β€” Deputy, Data Enterprise
Joint Trauma System, Joint Base San Antonio, TX
January 2024 – Present
  • Senior technical authority and deputy leader for the JTS Data Enterprise; oversees enterprise-wide data modernization, architecture, analytics, and governance for DoD's global trauma-care system.
  • Leads a 60+ multidisciplinary team of data scientists, engineers, statisticians, analysts, abstractors, auditors, and clinical informaticians.
  • Directs migration of the DoD Trauma Registry (DoDTR) to the OMOP Common Data Model, including schema design, mapping strategy, validation pipelines, and QA/QC frameworks.
  • Architects SIMON (System for Injury Monitoring and Outcomes Nexus) β€” next-generation data pipelines with automated ingestion, deduplication, validation, and cloud-native AWS GovCloud infrastructure.
  • Leads development of Trauma-LLM, FASTR synthetic trauma registry, and AI-enabled knowledge and decision systems supporting clinicians, medics, and commanders.
  • Provides senior-level briefings to DHA, OTSG, CENTCOM, SOCOM, and Joint Staff leadership on trauma outcomes and enterprise data initiatives.
Senior Data Scientist
Joint Trauma System, Joint Base San Antonio, TX
February 2023 – January 2024
CEO, Data InDeed, LLC
Converse, TX
March 2018 – January 2025
Deputy Director of Research
US Army Institute of Surgical Research (USAISR), Joint Base San Antonio, TX
July 2020 – June 2022
  • Led 335+ laboratory and scientific personnel; oversaw a $55M S&T portfolio spanning 100+ funded proposals.
  • Directed daily operations of DoD's premier Combat Casualty Care research enterprise.
  • Led major reorganization consolidating 15 departments into six physiologically aligned research pillars.
  • Optimized workforce structure to absorb a $7M budget shortfall through strategic consolidation.
Director, Office of Regulated Activities
US Army Medical Research and Development Command, Ft. Detrick, MD
July 2018 – July 2020
  • Led 68 regulatory and compliance professionals; oversaw a $12M budget and 22+ regulatory support agreements.
  • Provided oversight for 81 OTSG-sponsored and 25 non-OTSG-sponsored FDA-regulated medical products.
  • Authored the command's first Regulated Activities Handbook.
Product Manager, Office of Regulated Activities
US Army Medical Materiel Development Activity, Ft. Detrick, MD
September 2017 – July 2018
  • Led the Business Support Office; oversaw 14 staff supporting $13M in product operations.
  • Led the strategic Regulatory Reengineering initiative transitioning ORA from USAMMDA to USAMRMC.
  • Authored an 88-page concept plan establishing the Office of Regulated Activities.
FDA Fellow (LTHET)
CDER, FDA, Silver Spring, MD
September 2016 – September 2017
  • Led regulatory science initiatives on TBI drug approval challenges and knowledge-management tools.
  • Built a novel web-based application enabling FDA reviewers to search drugs mapped to standardized disease terminology.
  • Developed R Shiny applications using NLP to text-mine IND submissions; briefed findings to the Director of CDER.
  • Served on CDER's R Working Group and Data Governance Committees.
Theater Biochemist
227th Medical Detachment (Preventive Medicine), Camp Arifjan, Kuwait
April 2016 – September 2016
  • Deployed supporting Operation Inherent Resolve and Spartan Shield; provided CBRN surveillance across 19 sites protecting 15,000+ service members.
  • First to deploy and evaluate the Environmental Sentinel Biomonitor (ESB) in a forward combat zone (Tikrit, Iraq).
  • Awarded First Place at the in-theater scientific symposium; briefed CENTCOM General Officers.
Deputy Commander
US Army Center for Environmental Health Research (USACEHR), Ft. Detrick, MD
April 2015 – April 2016
  • Second-in-command for 47+ personnel; oversaw an $18M research portfolio in systems biology and environmental health.
  • Achieved the installation's first Safety Star for excellence in safety performance.
Director, Environmental Health Program
US Army Center for Environmental Health Research, Ft. Detrick, MD
April 2013 – September 2014
  • Provided leadership for an $8.9M/year research program with 14 scientists.
  • Submitted a USAID D3 Innovation Proposal β€” one of only two DoD-funded awards β€” resulting in a new $5M FY16 Defense Health Program initiative.
Chief, Research Operations Service
Department of Clinical Investigation, Madigan Healthcare System, Tacoma, WA
October 2008 – March 2011
  • Led research operations; developed and executed a medical research curriculum for GME residents and fellows.
  • Served as a voting member of the MAMC Institutional Review Board and Scientific Review Committee.
Earlier Positions
  • Chief of Cell Biology, Madigan Healthcare System, Tacoma, WA (2007–2008)
  • Lecturer, Dowling College, Oakdale, NY (2005) and SUNY Stony Brook (2001–2007)
  • Operating Room Technician (91D), US Army (1991–1997)

Teaching

Adjunct Assistant Professor, Preventive Medicine/Biometrics
Uniformed Services University of the Health Sciences (USUHS), F. Edward HΓ©bert School of Medicine, Bethesda, MD
December 2013 – December 2016
Lecturer, Genetics
Dowling College, Department of Biology, Oakdale, NY
January 2005 – June 2005
Lecturer, Molecular and Cellular Biology
SUNY at Stony Brook, Department of Biology, Stony Brook, NY
August 2001 – June 2007

Certifications

  • Program Manager – Certification Level II (2019)
  • Duke Health Informatics Short Course (2017)
  • Program Manager – Certification Level I (2016)
  • Army Acquisition Corps Membership (2015)
  • SPRDE Science and Technology Manager – Certification Level III (2015)
  • SPRDE Science and Technology Manager – Certification Level II (2015)
  • SPRDE Science and Technology Manager – Certification Level I (2014)
  • Medical Management of Chemical and Biological Casualties Course (2009)
  • Lean Six-Sigma Yellow Belt Team Training (2009)

Professional Affiliations

  • Member, AMSUS β€” The Society of Federal Health Professionals (April 2025 – Present)
  • Member (#216630), American Statistical Association (ASA) (January 2019 – Present)
  • Member, Silver Caduceus Society (SCS) (April 2013 – December 2015)
  • Member, American Association for Laboratory Animal Science (AALAS) (2012–2016)
  • Member, American Society for Biochemistry and Molecular Biology (ASBMB) (2007–2016)

Areas of Research Interest

Applied Statistics Β· Biostatistics Β· Data Science Β· Trauma Β· Clinical Trials Β· FDA Regulatory Biostatistics Β· R/R Shiny Β· Machine Learning Β· Artificial Intelligence Β· Physiological Monitoring Β· Systems Biology Β· Systems Toxicology Β· OMOP CDM Β· Real-World Evidence Β· Bayesian Methods Β· Causal Inference

Decorations & Awards

  • Award for Excellence (2025), Military Health System Research Symposium, Outstanding Research Accomplishment Team Military (The APPRAISE Team)
  • Legion of Merit (2023), for exceptionally meritorious achievements over a 21-year career
  • 9A Professional Designation (2021), highest recognition for professional excellence in the Army Medical Department
  • Meritorious Service Medal (2020), 2nd Oak Leaf Cluster β€” Director, Office of Regulated Activities
  • FDA Team Excellence Award (2017), CDER Regulatory Science Informatics Team (RSIT)
  • German Armed Forces Badge for Military Proficiency (2016)
  • Army Commendation Medal (2016), 1st Oak Leaf Cluster β€” Theater Biochemistry Officer, Kuwait
  • Meritorious Service Medal (2016), 1st Oak Leaf Cluster β€” Deputy Commander, USACEHR
  • Order of Military Medical Merit (2015), Membership #10709
  • Meritorious Service Medal (2012) β€” Chief of Research Operations, Madigan Army Medical Center
  • NIH Ruth L. Kirschstein National Research Service Award Post-Doctoral Fellowship (2006)
  • Additional: Co-author on 8 award-winning abstracts/presentations (2009–2025); multiple Army Achievement and Commendation Medals; Global War on Terrorism Ribbon; UN Medal; and other service awards

Publications

Peer-Reviewed (from bibliography)

1.
Frock A, Robbins JT, Vital-Lopez FG, et al. A case study of AI-enabled software as a medical device cleared by the FDA for assessing hemorrhage risk index (APPRAISE-HRI) after trauma. NEJM AI. 2025;2(11). doi:10.1056/aics2401170
2.
Bibbens SE, Stallings JD, Casmaer ML, et al. Pediatric mortality in deployed united states military treatment facilities: 2001-2022. Pediatrics. Published online March 2026:e2025071434. doi:10.1542/peds.2025-071434
3.
Stolarski AE, Brady KJ, Stallings JD, et al. Field foresight-predicting the need for massive transfusion, ICU utilization, and mechanical ventilation for traumatically injured patients. Mil Med. Published online March 2026:usag089. doi:10.1093/milmed/usag089
4.
Cobler-Lichter MD, Arcieri TR, Delamater JM, et al. Surgical stabilization of fractures in combat trauma: External fixation during the global war on terror. Mil Med. Published online November 2025:usaf523. doi:10.1093/milmed/usaf523
5.
Booms Z, Nguyen JQ, Smith B, et al. Assessment of hemostatic dressings for compressible wounds in a swine model simulating prolonged field care. Mil Med. Published online October 2025:usaf490. doi:10.1093/milmed/usaf490
6.
Gurney JM, Stallings JD. Saving lives on the battlefield with data requires good data: Introducing a combat casualty care data lexicon aligning with levels of warfare. Mil Med. Published online October 2025:usaf507. doi:10.1093/milmed/usaf507
7.
Remondelli MH, Baker JB, Stallings JD, Gurney JM, Pamplin JC. Data saves lives-the u.s. Military must build a real-time combat casualty care data ecosystem for the future battlefield. Mil Med. Published online August 2025:usaf392. doi:10.1093/milmed/usaf392
8.
Cobler-Lichter MD, Delamater JM, Arcieri TR, et al. Echelon of care at time of external fixation and infection risk in military combat casualties. Mil Med. 2026;191(1-2):e176-e183. doi:10.1093/milmed/usaf367
9.
Benavides JM, Benavides LC, Pumiglia L, Stern CA, Stallings JD, Gurney J. Breaking point: Musculoskeletal combat injuries in iraq, afghanistan, and syria-epidemiology and future directions of care on the battlefield after over two decades of war. J Trauma Acute Care Surg. 2025;99(3S Suppl 1):S27-S31. doi:10.1097/TA.0000000000004705
10.
Fisher AD, Stallings JD, Schauer SG, et al. A safety and feasibility analysis on the use of cold-stored platelets in combat trauma. J Trauma Acute Care Surg. 2024;97(2S Suppl 1):S91-S97. doi:10.1097/TA.0000000000004334
11.
Gurney JM, Cap AP, Holcomb JB, et al. The thin red line: Blood planning factors and the enduring need for a robust military blood system to support combat operations. J Trauma Acute Care Surg. 2024;97(2S Suppl 1):S31-S36. doi:10.1097/TA.0000000000004413
12.
Cobler-Lichter MD, Collie BL, Delamater JM, et al. A 20-year retrospective analysis of deep venous thrombosis and pulmonary embolism among combat casualties requiring damage-control laparotomy at US military role 2 surgical units. J Trauma Acute Care Surg. 2024;97(2S Suppl 1):S55-S59. doi:10.1097/TA.0000000000004405
13.
Rizzo JA, Coates EC, Serio-Melvin ML, et al. Higher initial formula for resuscitation after severe burn injury means higher 24-hour volumes. J Burn Care Res. 2023;44(5):1017-1022. doi:10.1093/jbcr/irad065
14.
Stallings JD, Laxminarayan S, Yu C, et al. APPRAISE-HRI: AN ARTIFICIAL INTELLIGENCE ALGORITHM FOR TRIAGE OF HEMORRHAGE CASUALTIES. Shock. 2023;60(2):199-205. doi:10.1097/SHK.0000000000002166
15.
Rizzo JA, Liu NT, Coates EC, et al. The battle of the titans-comparing resuscitation between five major burn centers using the burn navigator. J Burn Care Res. 2023;44(2):446-451. doi:10.1093/jbcr/irac095
16.
Stark TR, Davidson NL, Cannon JW, et al. Battlefield pain summit 2022: Expert consensus statements. J Trauma Acute Care Surg. 2022;93(2S Suppl 1):S12-S15. doi:10.1097/TA.0000000000003711
17.
Russell K, Ostendorf M, Welden LMS, Stallings JD. Using a normothermia bundle with perioperative prewarming to reduce patient hypothermia. J Perianesth Nurs. 2022;37(1):114-121. doi:10.1016/j.jopan.2021.07.008
18.
Stallings Welden LM, Leatherland P, Schitter MB, Givens A, Stallings JD. Abdominal surgical patients randomized to aromatherapy for pain management. J Perianesth Nurs. 2021;36(3):291-299.e3. doi:10.1016/j.jopan.2020.08.005
19.
Koontz JM, Dancy BCR, Horton CL, Stallings JD, DiVito VT, Lewis JA. The role of the human microbiome in chemical toxicity. Int J Toxicol. 2019;38(4):251-264. doi:10.1177/1091581819849833
20.
Permenter MG, McDyre BC, Ippolito DL, Stallings JD. Alterations in tissue microRNA after heat stress in the conscious rat: Potential biomarkers of organ-specific injury. BMC Genomics. 2019;20(1):141. doi:10.1186/s12864-019-5515-6
21.
Stallings-Welden LM, Doerner M, Ketchem EL, Benkert L, Alka S, Stallings JD. A comparison of aromatherapy to standard care for relief of PONV and PDNV in ambulatory surgical patients. J Perianesth Nurs. 2018;33(2):116-128. doi:10.1016/j.jopan.2016.09.001
22.
Patterson SL, Dancy BCR, Ippolito DL, Stallings JD. Potential and actual health hazards in the dense urban operational environment: Critical gaps and solutions for military occupational health. J Occup Environ Med. 2017;59(11):e197-e203. doi:10.1097/JOM.0000000000001118
23.
AbdulHameed MDM, Ippolito DL, Stallings JD, Wallqvist A. Mining kidney toxicogenomic data by using gene co-expression modules. BMC Genomics. 2016;17(1):790. doi:10.1186/s12864-016-3143-y
24.
Koontz JM, Kumsher DM, Kelly R 3rd, Stallings JD. Effect of 2 bedding materials on ammonia levels in individually ventilated cages. J Am Assoc Lab Anim Sci. 2016;55(1):25-28.
25.
Lee YS, Lewis JA, Ippolito DL, et al. Repeated exposure to neurotoxic levels of chlorpyrifos alters hippocampal expression of neurotrophins and neuropeptides. Toxicology. 2016;340:53-62. doi:10.1016/j.tox.2016.01.001
26.
Baer CE, Ippolito DL, Hussainzada N, Lewis JA, Jackson DA, Stallings JD. Genome-wide gene expression profiling of acute metal exposures in male zebrafish. Genom Data. 2014;2:363-365. doi:10.1016/j.gdata.2014.10.013
27.
Ippolito DL, AbdulHameed MDM, Tawa GJ, et al. Gene expression patterns associated with histopathology in toxic liver fibrosis. Toxicol Sci. 2016;149(1):67-88. doi:10.1093/toxsci/kfv214
28.
Scheff JD, Stallings JD, Reifman J, Rakesh V. Mathematical modeling of the heat-shock response in HeLa cells. Biophys J. 2015;109(2):182-193. doi:10.1016/j.bpj.2015.06.027
29.
Madejczyk MS, Baer CE, Dennis WE, et al. Temporal changes in rat liver gene expression after acute cadmium and chromium exposure. PLoS One. 2015;10(5):e0127327. doi:10.1371/journal.pone.0127327
30.
Speir RW, Stallings JD, Andrews JM, Gelnett MS, Brand TC, Salgar SK. Effects of valproic acid and dexamethasone administration on early bio-markers and gene expression profile in acute kidney ischemia-reperfusion injury in the rat. PLoS One. 2015;10(5):e0126622. doi:10.1371/journal.pone.0126622
31.
Satterly SA, Salgar S, Hoffer Z, et al. Hydrogen sulfide improves resuscitation via non-hibernatory mechanisms in a porcine shock model. J Surg Res. 2015;199(1):197-210. doi:10.1016/j.jss.2015.04.001
32.
Ippolito DL, Lewis JA, Yu C, Leon LR, Stallings JD. Alteration in circulating metabolites during and after heat stress in the conscious rat: Potential biomarkers of exposure and organ-specific injury. BMC Physiol. 2014;14:14. doi:10.1186/s12899-014-0014-0
33.
Stallings JD, Ippolito DL, Rakesh V, et al. Patterns of gene expression associated with recovery and injury in heat-stressed rats. BMC Genomics. 2014;15(1):1058. doi:10.1186/1471-2164-15-1058
34.
AbdulHameed MDM, Tawa GJ, Kumar K, et al. Systems level analysis and identification of pathways and networks associated with liver fibrosis. PLoS One. 2014;9(11):e112193. doi:10.1371/journal.pone.0112193
35.
Rakesh V, Stallings JD, Reifman J. A virtual rat for simulating environmental and exertional heat stress. J Appl Physiol (1985). 2014;117(11):1278-1286. doi:10.1152/japplphysiol.00614.2014
36.
Tawa GJ, AbdulHameed MDM, Yu X, et al. Characterization of chemically induced liver injuries using gene co-expression modules. PLoS One. 2014;9(9):e107230. doi:10.1371/journal.pone.0107230
37.
Bui-Nguyen TM, Dennis WE, Jackson DA, Stallings JD, Lewis JA. Detection of dichlorvos adducts in a hepatocyte cell line. J Proteome Res. 2014;13(8):3583-3595. doi:10.1021/pr5000076
38.
Permenter MG, Dennis WE, Sutto TE, Jackson DA, Lewis JA, Stallings JD. Exposure to cobalt causes transcriptomic and proteomic changes in two rat liver derived cell lines. PLoS One. 2013;8(12):e83751. doi:10.1371/journal.pone.0083751
39.
Rakesh V, Stallings JD, Helwig BG, Leon LR, Jackson DA, Reifman J. A 3-d mathematical model to identify organ-specific risks in rats during thermal stress. J Appl Physiol (1985). 2013;115(12):1822-1837. doi:10.1152/japplphysiol.00589.2013
40.
Bunch K, Tinnemore D, Huff S, Hoffer ZS, Burney RO, Stallings JD. Expression patterns of progesterone receptor membrane components 1 and 2 in endometria from women with and without endometriosis. Reprod Sci. 2014;21(2):190-197. doi:10.1177/1933719113492208
41.
Satterly SA, Martin M, Wingerd M, Hempel J, Hoffer Z, Stallings JD. Flutamide fails to reduce resuscitation requirements in a porcine ischemia-reperfusion model. J Surg Res. 2013;184(1):472-479. doi:10.1016/j.jss.2013.04.083
42.
Flood-Nichols SK, Kazanjian AA, Tinnemore D, et al. Aberrant glycosylation of plasma proteins in severe preeclampsia promotes monocyte adhesion. Reprod Sci. 2014;21(2):204-214. doi:10.1177/1933719113492210
43.
Causey MW, Miller S, Hoffer Z, et al. Beneficial effects of histone deacetylase inhibition with severe hemorrhage and ischemia-reperfusion injury. J Surg Res. 2013;184(1):533-540. doi:10.1016/j.jss.2013.03.087
44.
Flood-Nichols SK, Tinnemore D, Wingerd MA, et al. Longitudinal analysis of maternal plasma apolipoproteins in pregnancy: A targeted proteomics approach. Mol Cell Proteomics. 2013;12(1):55-64. doi:10.1074/mcp.M112.018192
45.
Causey MW, Salgar S, Singh N, Martin M, Stallings JD. Valproic acid reversed pathologic endothelial cell gene expression profile associated with ischemia-reperfusion injury in a swine hemorrhagic shock model. J Vasc Surg. 2012;55(4):1096-1103.e51. doi:10.1016/j.jvs.2011.08.060
46.
Causey MW, Hoffer ZS, Miller SL, et al. Microarray and functional cluster analysis implicates transforming growth factor beta1 in endothelial cell dysfunction in a swine hemorrhagic shock model. J Surg Res. 2011;170(1):120-132. doi:10.1016/j.jss.2011.01.014
47.
Flood-Nichols SK, Stallings JD, Gotkin JL, Tinnemore D, Napolitano PG, Ippolito DL. Elevated ratio of maternal plasma ApoCIII to ApoCII in preeclampsia. Reprod Sci. 2011;18(5):493-502. doi:10.1177/1933719110390390
48.
Foglia LM, Ippolito DL, Stallings JD, Zelig CM, Napolitano PG. Intramuscular 17Ξ±-hydroxyprogesterone caproate administration attenuates immunoresponsiveness of maternal peripheral blood mononuclear cells. Am J Obstet Gynecol. 2010;203(6):561.e1-5. doi:10.1016/j.ajog.2010.07.016
49.
Dolinsky BM, Ippolito DL, Tinnemore D, Stallings JD, Zelig CM, Napolitano PG. The effect of magnesium sulfate on the activity of matrix metalloproteinase-9 in fetal cord plasma and human umbilical vein endothelial cells. Am J Obstet Gynecol. 2010;203(4):371.e1-5. doi:10.1016/j.ajog.2010.06.012
50.
Causey MW, Huston LJ, Harold DM, et al. Transcriptional analysis of novel hormone receptors PGRMC1 and PGRMC2 as potential biomarkers of breast adenocarcinoma staging. J Surg Res. 2011;171(2):615-622. doi:10.1016/j.jss.2010.04.034
51.
Rebecchi MJ, Raghubir A, Scarlata S, Hartenstine MJ, Brown T, Stallings JD. Expression and function of phospholipase c in breast carcinoma. Adv Enzyme Regul. 2009;49(1):59-73. doi:10.1016/j.advenzreg.2009.01.009
52.
Stallings JD, Zeng YX, Narvaez F, Rebecchi MJ. Phospholipase c-delta1 expression is linked to proliferation, DNA synthesis, and cyclin e levels. J Biol Chem. 2008;283(20):13992-14001. doi:10.1074/jbc.M800752200
53.
Stallings JD, Tall EG, Pentyala S, Rebecchi MJ. Nuclear translocation of phospholipase c-delta1 is linked to the cell cycle and nuclear phosphatidylinositol 4,5-bisphosphate. J Biol Chem. 2005;280(23):22060-22069. doi:10.1074/jbc.M413813200
54.
Fisher AD, Stallings JD, Keffer R, et al. Outcomes in austere trauma care: An analysis of patients transferred from scene compared to inter-hospital transfers. Transfusion. Published online January 2026. doi:10.1111/trf.70046
55.
Foglia L, Ippolito D, Stallings J, Hartenstine M, Napolitano PG. 635: 17-hydroxyprogesterone caproate inhibits lipoteichoic acid and lipopolysaccharide induced secretion of IL-6 in fetal mononuclear cells but potentiates the IL-6 response of maternal mononuclear cells. American Journal of Obstetrics & Gynecology. 2008;199(6):S182.
56.
Ippolito DL, Stallings JD, Foglia LM, Napolitano PG, Hartenstine MJ. 631: Pregnancy-specific modulations in maternal plasma protein glycosylation patterns. American Journal of Obstetrics & Gynecology. 2008;199(6):S181.
57.
Satterly S, Salgar S, Hoffer Z, Stallings J, Martin M. HYDROGEN SULFIDE AS a PHARMACOLOGIC ADJUNCT TO RESUSCITATION IN a PORCINE MODEL OF SEVERE HEMORRHAGE AND ISCHEMIA-REPERFUSION INJURY. In: CRITICAL CARE MEDICINE. Vol 40. LIPPINCOTT WILLIAMS & WILKINS 530 WALNUT ST, PHILADELPHIA, PA 19106-3621 USA; 2012:U26-U26.
58.
Satterly S, Salgar S, Hoffer Z, Stallings J, Martin M. 31: HYDROGEN SULFIDE AS a PHARMACOLOGIC ADJUNCT TO RESUSCITATION IN a PORCINE MODEL OF SEVERE HEMORRHAGE AND ISCHEMIA-REPERFUSION INJURY. Critical Care Medicine. 2012;40(12):1-328.
59.
Nichols SKF, Ippolito DL, Stallings JD, et al. 772: Glycosylation of maternal plasma proteins attenuates monocyte chemotaxis in the first trimester. American Journal of Obstetrics & Gynecology. 2009;201(6):S277-S278.
60.
Causey M, Hoffer Z, Singh N, et al. PVSS14. Norman m. Rich military vascular surgery presentation-microarray and functional cluster analysis implicates transforming growth factor Beta1 in endothelial cell dysfunction and valproic acid benefit in a swine hemorrhagic shock model. Journal of Vascular Surgery. 2011;53(6):10S.
61.
Stallings JD. Nuclear Phospholipase c-Delta1 and Cell Cycle Regulation. PhD thesis. Stony Brook University; 2005.
62.
Miller S, Causey M, Stallings J, DeHart M, Huston L, Brown T. Evaluation of telomerase inhibition in a colorectal metastasis model using nude mice (mus musculus). Journal of Surgical Research. 2011;165(2):335.
63.
Dolinsky BM, Ippolito DL, Zelig CM, Tinnemore D, Stallings JD, Napolitano PG. 464: The kinetics of matrix metalloproteinase-9 inhibition by magnesium sulfate in fetal cord plasma. American Journal of Obstetrics & Gynecology. 2011;204(1):S186.
64.
Satterly S, Martin M, Wingerd M, Hoffer Z, Stallings J. Flutamide does not confer benefit in reducing resuscitation requirements in a porcine ischemia-reperfusion model. Journal of Surgical Research. 2013;2(179):199.
65.
Causey MW, Hoffer ZS, Miller SL, et al. ASSOCIATION FOR ACADEMIC SURGERY microarray and functional cluster analysis implicates transforming growth factor Beta1 in endothelial cell dysfunction in a swine hemorrhagic shock model. JOURNAL OF SURGICAL RESEARCH. 2011;170(1):120-132.
66.
Dolinsky BM, Ippolito DL, Tinnemore D, Zelig CM, Stallings JD, Napolitano PG. 450: The effect of magnesium sulfate on activity of matrix metalloproteinase-9 in fetal cord plasma and human umbilical cord vein endothelial cells. American Journal of Obstetrics & Gynecology. 2009;201(6):S171.
67.
Bunch K, Tinnemore D, Huff S, Hoffer Z, Burney R, Stallings J. PGRMC1 and PGRMC2 expression is significantly decreased in the endometrium of women with endometriosis. Fertility and Sterility. 2011;95(4):S10-S11.
68.
Hussainzada N, Lewis JA, Baer CE, Ippolito DL, Jackson DA, Stallings JD. Whole adult organism transcriptional profiling of acute metal exposures in male zebrafish. BMC Pharmacology and Toxicology. 2014;15(1):15.
69.
Stallings JD, Rakeesh V, Helwig BG, et al. Gene array analysis reveals consensus heat stress response in rat liver, lung, heart, and kidney. Published online 2013.
70.
Stallings JD, Ippolito DL. A systems biology approach to heat stress, heat injury, and heat stroke. In: Advances in Global Health Through Sensing Technologies 2015. Vol 9490. SPIE; 2015:14-25.
71.
Stallings JD, Ippolito DL, Wallqvist A, McDyre BC, Reifman J. Host response to environmental hazards: Using literature, bioinformatics, and computation to derive candidate biomarkers of toxic industrial chemical exposure. STO-MP-HFM-254 - Health Surveillance and Informatics in Missions: Multidisciplinary Approaches and Perspectives. 2015;254(7).
72.
Southern Ε O, Rodriguez-Chavez IR, GΓ€rtner C, Stallings JD. Advances in global health through sensing technologies. In: Proc. Of SPIE Vol. Vol 9490. 2015:949001-949001.
73.
Welden LS, Doerner M, Ketchem EL, et al. The effectiveness of aromatherapy compared to standard care for the relief of PONV/PDNV in ambulatory surgical patients. Journal of PeriAnesthesia Nursing. 2017;32(4):e42.
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AbdulHameed MDM, Ippolito DL, Stallings JD, Wallqvist A. Identifying a predictive gene signature and signaling networks associated with acute kidney injury using gene co-expression modules. Published online 2014. https://www.researchgate.net/profile/Mohamed-Diwan-M-Abdulhameed/publication/312057687_Identifying_a_predictive_gene_signature_and_signaling_networkspathways_associated_with_acute_kidney_injury/links/586d819b08aebf17d3a72f06/Identifying-a-predictive-gene-signature-and-signaling-networks-pathways-associated-with-acute-kidney-injury.pdf
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Accepted / In Review / In Preparation

  • Thota D, Stallings JD, Gurney JM (2025). From VUCA to VIBE: Leveraging Artificial Intelligence to Enhance Combat Casualty Care in Large-Scale Combat Operations. Accepted in Proceedings.
  • Guerra CM, et al. (2025). A Scoping Review of Cold-Stored Apheresis Platelets for Hemorrhage. Accepted to Med J (Ft Sam Houst Tex).
  • Schmitt J, et al. (2025). Predicting Interoperability: A Retrospective Comparison of Combat Casualty Care Delivered to French and US Casualties. Accepted to Military Medicine.
  • Gunasingha RMKD, Stallings JD, et al. (2025). Epidemiology and Trends of Injury 2001–2023 among U.S. Military Female and Male Casualties. In review, Trauma Surgery & Acute Care Open.
  • Medrano N, et al. (2025). Adopting Common Data Elements for the National Trauma Research Repository. In review, Trauma Surgery & Acute Care Open.
  • Stolarski A, Stallings JD, et al. (2025). Field Artificial Intelligence Triage β€” Predicting the Need for Massive Transfusion, ICU Utilization, and Mechanical Ventilation. In review, J Trauma & Acute Care Surgery.
  • Le TD, Stallings JD, et al. (2025). Combat and Beyond: A Two-Decade Analysis of Trends in U.S. Military Injuries and Mortality, 2001–2023. In submission, JAMA Surgery.
  • Gurney JM, Stallings JD, et al. (2025). Association between Mechanism of Injury and Mortality among Transfused Combat Casualties. In submission, Trauma Surgery & Acute Care Open.
  • Bendor CD, Stallings JD, et al. (2026). Prehospital Whole Blood or Freeze-Dried Plasma for Trauma Patients with Suspected Hemorrhagic Shock. In submission, JAMA Surgery.
  • Stallings JD, et al. (2026). Unified Blood Planning Model: A Bayesian Approach to Estimate Blood Product Requirements in Large Scale Combat Operations. In preparation.
  • Stallings JD, Thota D, et al. (2026). Ethical Imperatives and Blind Spots in AI/ML for Real and Near Real-Time Combat Casualty Care Ecosystems. In preparation.
  • Additional manuscripts in preparation (2026): BLAST tool for blood product requirements; OMOP DoDTR mapping framework; Resuscitation quality metrics; Battlefield ketamine safety; Female/male casualty epidemiology; Nurse well-being assessment.

References

  • COL (Ret.) Andrew P. Cap β€” Director of Research, US Army Institute of Surgical Research
  • COL (Ret.) Thomas C. Timmes β€” Professor, Virginia Military Institute
  • COL Jennifer M. Gurney β€” Chief, Joint Trauma System
  • Dr. Jaques Reifman β€” Senior Scientist (ST), Director, Biotechnology HPC Software Applications Institute

Graduate Coursework in Statistics & Mathematics

Undergraduate (16 credits): Intermediate Algebra Β· College Algebra Β· Precalculus Β· Principles of Statistics Β· Computer Applications

Graduate (51 credits):

  • Math Tools II & III (calculus for statistics)
  • Biostatistical Methods I & II
  • Probability
  • Clinical Trials I & II
  • Introduction to Statistical Computing
  • Categorical Data Analysis
  • Introduction to Mathematical Statistics
  • Scientific Computing
  • Applied Statistical Methods
  • Database Design for Informational Organization
  • Applied Regression Analysis
  • Advanced Data Analytics
  • Advanced Applied Statistics
  • Bayesian Statistics
  • Ethics in Statistical Practice