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Joel D. Stitzel Jr. PhD

TitleProfessor
InstitutionWake Forest School of Medicine
DepartmentBiomedical Engineering
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    Other Positions
    TitleProfessor
    InstitutionWake Forest School of Medicine
    DepartmentWake Forest Institute for Regenerative Medicine

    TitleChair
    InstitutionWake Forest School of Medicine
    DepartmentBiomedical Engineering


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    I have been at Wake Forest University since 2003 and currently serve as associate head of the Virginia Tech - Wake Forest University School of Biomedical Engineering and Sciences, as well as program leader of the Virginia Tech – Wake Forest University Center for Injury Biomechanics.

    My specialty and area of training is biomechanics. My interests include human injury biomechanics, particularly computational modeling of the human body and the relationship between computational model-based metrics and criteria and real-world injury and disease.

    I have served as co-PI of a Crash Injury Research and Engineering Network (CIREN) Center at WFU since 2005. I was the founding PI of the Global Human Body Models Consortium (GHBMC) Integration Center at Wake Forest, an organizer in a global endeavor to create an industry-standard virtual human model for injury prediction.

    Our research group’s multidisciplinary teams have received support from the NIH NINDS to study concussion and subconcussion. We use instrumentation, neurocognitive testing and medical imaging to better understand the biomechanical basis of and physiologic response to subconcussive head impacts in youth sports. Our group has developed an in-mouth sensor for measurement of head impacts in helmeted and non-helmeted applications.

    I work in the areas of automotive, sports, military, aerospace, and medical device applications. Our research teams have received support from industry and government sponsors including the DOT, NASA, NSF, CDC, DOD, and NIH.

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    R49CE000664     (STITZEL, JOEL DOUGLAS)Sep 15, 2005 - Sep 14, 2007
    CDC/NCIPC
    Control and Quantitation of Pulmonary Contusion
    Role: Co-Investigator
    R21EB006539     (STITZEL, JOEL DOUGLAS)Sep 1, 2008 - Aug 31, 2011
    NIH/NIBIB
    Development of Collagen-Based Engineered Blood Vessels
    Role: Co-Investigator
    R01NS082453     (STITZEL, JOEL DOUGLAS)Jul 1, 2014 - Jun 30, 2019
    NIH/NINDS
    iTAKL: Imaging Telemetry And Kinematic modeLing in youth football
    Role: Co-Investigator
    R01NS091602     (WHITLOW, CHRISTOPHER T)Jul 1, 2016 - Jun 30, 2021
    NIH
    iTAKL:Imaging Telemetry And Kinematic modeLing in youth football-High School
    Role: Co-Investigator

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    Collapse Bibliographic 
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. DeSimone JC, Davenport EM, Urban J, Xi Y, Holcomb JM, Kelley ME, Whitlow CT, Powers AK, Stitzel JD, Maldjian JA. Mapping default mode connectivity alterations following a single season of subconcussive impact exposure in youth football. Hum Brain Mapp. 2021 Jun 01; 42(8):2529-2545. PMID: 33734521.
      Citations:    
    2. DiGuglielmo DM, Milef GM, Moore JB, Kelley ME, Powers AK, Stitzel JD, Urban JE. Effect of Coach Feedback and Awareness of Head Impact Exposure on Practice Structure in Youth Football. J Neurotrauma. 2021 May 15; 38(10):1389-1398. PMID: 33397198.
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    3. DiGuglielmo DM, Kelley ME, Espeland MA, Gregory ZA, Payne TD, Jones DA, Filben TM, Powers AK, Stitzel JD, Urban JE. The Effect of Player Contact Characteristics on Head Impact Exposure in Youth Football Games. J Appl Biomech. 2021 Jan 22; 37(2):145-155. PMID: 33482629.
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    4. Miller LE, Urban JE, Davenport EM, Powers AK, Whitlow CT, Maldjian JA, Stitzel JD. Brain Strain: Computational Model-Based Metrics for Head Impact Exposure and Injury Correlation. Ann Biomed Eng. 2021 Mar; 49(3):1083-1096. PMID: 33258089.
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    5. Tomblin BT, Pritchard NS, Filben TM, Miller LE, Miles CM, Urban JE, Stitzel JD. Characterization of On-Field Head Impact Exposure in Youth Soccer. J Appl Biomech. 2020 Nov 03; 37(1):36-42. PMID: 33152691.
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    6. Campbell KR, Marshall SW, Luck JF, Pinton GF, Stitzel JD, Boone JS, Guskiewicz KM, Mihalik JP. Head Impact Telemetry System's Video-based Impact Detection and Location Accuracy. Med Sci Sports Exerc. 2020 10; 52(10):2198-2206. PMID: 32936594.
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    7. Shah BR, Holcomb JM, Davenport EM, Lack CM, McDaniel JM, Imphean DM, Xi Y, Rosenbaum DA, Urban JE, Wagner BC, Powers AK, Whitlow CT, Stitzel JD, Maldjian JA. Prevalence and Incidence of Microhemorrhages in Adolescent Football Players. AJNR Am J Neuroradiol. 2020 07; 41(7):1263-1268. PMID: 32661051.
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    8. Ye X, Jones DA, Gaewsky JP, Koya B, McNamara KP, Saffarzadeh M, Putnam JB, Somers JT, Gayzik FS, Stitzel JD, Weaver AA. Lumbar Spine Response of Computational Finite Element Models in Multidirectional Spaceflight Landing Conditions. J Biomech Eng. 2020 May 01; 142(5). PMID: 31701120.
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    9. Kelley ME, Jones DA, Espeland MA, Rosenberg ML, Miles CM, Whitlow CT, Maldjian JA, Stitzel JD, Urban JE. Physical Performance Measures Correlate with Head Impact Exposure in Youth Football. Med Sci Sports Exerc. 2020 02; 52(2):449-456. PMID: 31469712.
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    10. Decker WB, Baker AM, Ye X, Brown PJ, Stitzel JD, Gayzik FS. Correction to: Development and Multi-Scale Validation of a Finite Element Football Helmet Model. Ann Biomed Eng. 2020 02; 48(2):903. PMID: 31845126.
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    11. Jones DA, Gaewsky JP, Somers JT, Gayzik FS, Weaver AA, Stitzel JD. Head injury metric response in finite element ATDs and a human body model in multidirectional loading regimes. Traffic Inj Prev. 2019; 20(sup2):S96-S102. PMID: 31951749.
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    12. Patalak JP, Harper MG, Weaver AA, Dalzell NM, Stitzel JD. Estimated crash injury risk and crash characteristics for motorsport drivers. Accid Anal Prev. 2020 Mar; 136:105397. PMID: 31931408.
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    13. Miller LE, Urban JE, Whelan VM, Baxter WW, Tatter SB, Stitzel JD. An envelope of linear and rotational head motion during everyday activities. Biomech Model Mechanobiol. 2020 Jun; 19(3):1003-1014. PMID: 31786677.
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    14. Weaver AA, Costa C, Ambrosini A, Tan J, Maez L, Ye X, Stitzel JD, Lenchik L. Sarcopenia and osteosarcopenia in seriously injured motor vehicle crash occupants. Traffic Inj Prev. 2019; 20(sup2):S195-S197. PMID: 31674830.
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    15. Campolettano ET, Gellner RA, Smith EP, Bellamkonda S, Tierney CT, Crisco JJ, Jones DA, Kelley ME, Urban JE, Stitzel JD, Genemaras A, Beckwith JG, Greenwald RM, Maerlender AC, Brolinson PG, Duma SM, Rowson S. Development of a Concussion Risk Function for a Youth Population Using Head Linear and Rotational Acceleration. Ann Biomed Eng. 2020 Jan; 48(1):92-103. PMID: 31659605.
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    16. Rowson B, Stitzel JD, Duma SM. Special Issue on the NCAA-DoD CARE Consortium Research. Ann Biomed Eng. 2019 10; 47(10):2045-2047. PMID: 31591661.
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    17. Gaffley M, Weaver AA, Talton JW, Barnard RT, Stitzel JD, Zonfrillo MR. Age-based differences in the disability of extremity injuries in pediatric and adult occupants. Traffic Inj Prev. 2019; 20(sup2):S63-S68. PMID: 31560215.
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    18. Decker WB, Baker AM, Ye X, Brown PJ, Stitzel JD, Gayzik FS. Development and Multi-Scale Validation of a Finite Element Football Helmet Model. Ann Biomed Eng. 2020 01; 48(1):258-270. PMID: 31520331.
      Citations:    
    19. Patalak JP, Harper MG, Stitzel JD. Implications of head and neck restraint test repeatability for specification improvement. Traffic Inj Prev. 2019; 20(6):588-594. PMID: 31329480.
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    20. Rich AM, Filben TM, Miller LE, Tomblin BT, Van Gorkom AR, Hurst MA, Barnard RT, Kohn DS, Urban JE, Stitzel JD. Development, Validation and Pilot Field Deployment of a Custom Mouthpiece for Head Impact Measurement. Ann Biomed Eng. 2019 Oct; 47(10):2109-2121. PMID: 31297724.
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    21. Hostetler ZS, Stitzel JD, Weaver AA. Comparing rib cortical thickness measurements from computed tomography (CT) and Micro-CT. Comput Biol Med. 2019 08; 111:103330. PMID: 31276944.
      Citations:    
    22. Urban JE, Flood WC, Zimmerman BJ, Kelley ME, Espeland MA, McNamara L, Davenport EM, Powers AK, Whitlow CT, Maldjian JA, Stitzel JD. Evaluation of head impact exposure measured from youth football game plays. J Neurosurg Pediatr. 2019 May 10; 24(2):190-199. PMID: 31075762.
      Citations:    
    23. Miller LE, Pinkerton EK, Fabian KC, Wu LC, Espeland MA, Lamond LC, Miles CM, Camarillo DB, Stitzel JD, Urban JE. Characterizing head impact exposure in youth female soccer with a custom-instrumented mouthpiece. Res Sports Med. 2020 Jan-Mar; 28(1):55-71. PMID: 30880469.
      Citations:    
    24. Colaco M, Navarrete RA, MacDonald SM, Stitzel JD, Terlecki RP. Nationwide Procedural Trends for Renal Trauma Management. Ann Surg. 2019 02; 269(2):367-369. PMID: 28857810.
      Citations:    
    25. Miller LE, Urban JE, Kelley ME, Powers AK, Whitlow CT, Maldjian JA, Rowson S, Stitzel JD. Evaluation of Brain Response during Head Impact in Youth Athletes Using an Anatomically Accurate Finite Element Model. J Neurotrauma. 2019 05 15; 36(10):1561-1570. PMID: 30489208.
      Citations:    
    26. Kelley ME, Espeland MA, Flood WC, Powers AK, Whitlow CT, Maldjian JA, Stitzel JD, Urban JE. Comparison of head impact exposure in practice drills among multiple youth football teams. J Neurosurg Pediatr. 2018 12 21; 23(3):381-389. PMID: 30579266.
      Citations:    
    27. McNamara KP, Jones DA, Gaewsky JP, Putnam JB, Somers JT, Weaver AA, Stitzel JD. Validation of a Finite Element 50th Percentile THOR Anthropomorphic Test Device in Multiple Sled Test Configurations. Stapp Car Crash J. 2018 Nov; 62:415-442. PMID: 30609003.
      Citations:    
    28. Jones D, Gaewsky J, Saffarzadeh M, Putnam J, Weaver A, Somers J, Stitzel JD. Multi-Direction Validation of a Finite Element 50th Percentile Male Hybrid III Anthropomorphic Test Device for Spaceflight Applications. J Biomech Eng. 2018 Nov 01. PMID: 30383185.
      Citations:    
    29. Gaewsky JP, Jones DA, Ye X, Koya B, McNamara KP, Gayzik FS, Weaver AA, Putnam JB, Somers JT, Stitzel JD. Modeling Human Volunteers in Multidirectional, Uni-axial Sled Tests Using a Finite Element Human Body Model. Ann Biomed Eng. 2019 Feb; 47(2):487-511. PMID: 30311040.
      Citations:    
    30. Ye X, Gaewsky JP, Jones DA, Miller LE, Stitzel JD, Weaver AA. Computational modeling and analysis of thoracolumbar spine fractures in frontal crash reconstruction. Traffic Inj Prev. 2018; 19(sup2):S32-S39. PMID: 30010420.
      Citations:    
    31. Urban JE, Kelley ME, Espeland MA, Davenport EM, Whitlow CT, Powers AK, Maldjian JA, Stitzel JD. In-Season Variations in Head Impact Exposure among Youth Football Players. J Neurotrauma. 2019 01 15; 36(2):275-281. PMID: 29921164.
      Citations:    
    32. Beavers KM, Walkup MP, Weaver AA, Lenchik L, Kritchevsky SB, Nicklas BJ, Ambrosius WT, Stitzel JD, Register TC, Shapses SA, Marsh AP, Rejeski WJ. Effect of Exercise Modality During Weight Loss on Bone Health in Older Adults With Obesity and Cardiovascular Disease or Metabolic Syndrome: A Randomized Controlled Trial. J Bone Miner Res. 2018 12; 33(12):2140-2149. PMID: 30088288.
      Citations:    
    33. Bellamkonda S, Woodward SJ, Campolettano E, Gellner R, Kelley ME, Jones DA, Genemaras A, Beckwith JG, Greenwald RM, Maerlender AC, Rowson S, Duma SM, Urban JE, Stitzel JD, Crisco JJ. Head Impact Exposure in Practices Correlates With Exposure in Games for Youth Football Players. J Appl Biomech. 2018 Oct 01; 34(5):354-360. PMID: 29651910.
      Citations:    
    34. Schoell SL, Beavers KM, Beavers DP, Lenchik L, Marsh AP, Rejeski WJ, Stitzel JD, Weaver AA. Prediction of lumbar vertebral body compressive strength of overweight and obese older adults using morphed subject-specific finite-element models to evaluate the effects of weight loss. Aging Clin Exp Res. 2019 Apr; 31(4):491-501. PMID: 30043314.
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    35. Miller LE, Kuo C, Wu LC, Urban JE, Camarillo DB, Stitzel JD. Validation of a Custom Instrumented Retainer Form Factor for Measuring Linear and Angular Head Impact Kinematics. J Biomech Eng. 2018 05 01; 140(5). PMID: 29383374.
      Citations:    
    36. Schoell SL, Weaver AA, Beavers DP, Lenchik L, Marsh AP, Rejeski WJ, Stitzel JD, Beavers KM. Development of Subject-Specific Proximal Femur Finite Element Models Of Older Adults with Obesity to Evaluate the Effects of Weight Loss on Bone Strength. J Osteoporos Phys Act. 2018; 6(1). PMID: 29683141.
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    37. Cline JM, Dugan G, Bourland JD, Perry DL, Stitzel JD, Weaver AA, Jiang C, Tovmasyan A, Owzar K, Spasojevic I, Batinic-Haberle I, Vujaskovic Z. Post-Irradiation Treatment with a Superoxide Dismutase Mimic, MnTnHex-2-PyP5+, Mitigates Radiation Injury in the Lungs of Non-Human Primates after Whole-Thorax Exposure to Ionizing Radiation. Antioxidants (Basel). 2018 Mar 07; 7(3). PMID: 29518913.
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    38. Doud AN, Schoell SL, Talton JW, Barnard RT, Petty JK, Stitzel JD, Weaver AA. Characterization of the occult nature of frequently occurring pediatric motor vehicle crash injuries. Accid Anal Prev. 2018 Apr; 113:12-18. PMID: 29367055.
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    39. Schoell SL, Weaver AA, Talton JW, Barnard RT, Baker G, Stitzel JD, Zonfrillo MR. Functional outcomes of motor vehicle crash thoracic injuries in pediatric and adult occupants. Traffic Inj Prev. 2018 04 03; 19(3):280-286. PMID: 29185785.
      Citations:    
    40. Weaver AA, Schoell SL, Talton JW, Barnard RT, Stitzel JD, Zonfrillo MR. Functional outcomes of thoracic injuries in pediatric and adult occupants. Traffic Inj Prev. 2018 02 28; 19(sup1):S195-S198. PMID: 29584488.
      Citations:    
    41. Ye X, Gaewsky JP, Miller LE, Jones DA, Kelley ME, Suhey JD, Koya B, Weaver AA, Stitzel JD. Numerical investigation of driver lower extremity injuries in finite element frontal crash reconstruction. Traffic Inj Prev. 2018 02 28; 19(sup1):S21-S28. PMID: 29584493.
      Citations:    
    42. Weaver C, Baker A, Davis M, Miller A, Stitzel JD. Finite Element Based Pelvic Injury Metric Creation and Validation in Lateral Impact for a Human Body Model. J Biomech Eng. 2018 Feb 20. PMID: 29560493.
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    43. Wu LC, Kuo C, Loza J, Kurt M, Laksari K, Yanez LZ, Senif D, Anderson SC, Miller LE, Urban JE, Stitzel JD, Camarillo DB. Detection of American Football Head Impacts Using Biomechanical Features and Support Vector Machine Classification. Sci Rep. 2017 12 21; 8(1):855. PMID: 29321637.
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    44. Doud AN, Schoell SL, Talton JW, Barnard RT, Petty JK, Meredith JW, Martin RS, Stitzel JD, Weaver AA. Predicting Pediatric Patients Who Require Care at a Trauma Center: Analysis of Injuries and Other Factors. J Am Coll Surg. 2018 01; 226(1):70-79.e8. PMID: 29174350.
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    45. Patalak JP, Stitzel JD. Evaluation of the effectiveness of toe board energy-absorbing material for foot, ankle, and lower leg injury reduction. Traffic Inj Prev. 2018 02 17; 19(2):195-200. PMID: 28696780.
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    46. Kelley ME, Kane JM, Espeland MA, Miller LE, Powers AK, Stitzel JD, Urban JE. Head impact exposure measured in a single youth football team during practice drills. J Neurosurg Pediatr. 2017 Nov; 20(5):489-497. PMID: 28937917.
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    47. Notghi B, Bhardwaj R, Bailoor S, Thompson KA, Weaver AA, Stitzel JD, Nguyen TD. Biomechanical Evaluations of Ocular Injury Risk for Blast Loading. J Biomech Eng. 2017 Aug 01; 139(8). PMID: 28617927.
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    48. Miller LE, Urban JE, Stitzel JD. Validation performance comparison for finite element models of the human brain. Comput Methods Biomech Biomed Engin. 2017 Sep; 20(12):1273-1288. PMID: 28701050.
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    49. Doud AN, Schoell SL, Weaver AA, Talton JW, Barnard RT, Petty JK, Stitzel JD. Disability risk in pediatric motor vehicle crash occupants. J Trauma Acute Care Surg. 2017 05; 82(5):933-938. PMID: 28272111.
      Citations:    
    50. Kelley ME, Urban JE, Miller LE, Jones DA, Espeland MA, Davenport EM, Whitlow CT, Maldjian JA, Stitzel JD. Head Impact Exposure in Youth Football: Comparing Age- and Weight-Based Levels of Play. J Neurotrauma. 2017 06 01; 34(11):1939-1947. PMID: 28274184.
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    51. Doud AN, Schoell SL, Weaver AA, Talton JW, Barnard RT, Petty JK, Meredith JW, Stitzel JD. Expert Perspectives on Time Sensitivity and a Related Metric for Children Involved in Motor Vehicle Crashes. Acad Pediatr. 2017 04; 17(3):243-250. PMID: 28108126.
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    52. Brown PJ, Mannava S, Seyler TM, Plate JF, Van Sikes C, Stitzel JD, Lang JE. Multiple Small Diameter Drillings Increase Femoral Neck Stability Compared with Single Large Diameter Femoral Head Core Decompression Technique for Avascular Necrosis of the Femoral Head. Surg Technol Int. 2016 Oct 26; 29:247-254. PMID: 27466872.
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    53. Bahrami N, Sharma D, Rosenthal S, Davenport EM, Urban JE, Wagner B, Jung Y, Vaughan CG, Gioia GA, Stitzel JD, Whitlow CT, Maldjian JA. Subconcussive Head Impact Exposure and White Matter Tract Changes over a Single Season of Youth Football. Radiology. 2016 Dec; 281(3):919-926. PMID: 27775478.
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    54. Schoell SL, Doud AN, Weaver AA, Talton JW, Barnard RT, Winslow JE, Stitzel JD. Characterization of the occult nature of injury for frequently occurring motor vehicle crash injuries. Accid Anal Prev. 2017 Jan; 98:149-156. PMID: 27723516.
      Citations:    
    55. Weaver AA, Stitzel SM, Stitzel JD. Injury risk prediction from computational simulations of ocular blast loading. Biomech Model Mechanobiol. 2017 04; 16(2):463-477. PMID: 27644440.
      Citations:    
    56. Jones DA, Gaewsky JP, Kelley ME, Weaver AA, Miller AN, Stitzel JD. Lumbar vertebrae fracture injury risk in finite element reconstruction of CIREN and NASS frontal motor vehicle crashes. Traffic Inj Prev. 2016 09; 17 Suppl 1:109-15. PMID: 27586111.
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    57. Saffarzadeh M, Hightower RC, Talton JW, Miller AN, Stitzel JD, Weaver AA. Multicenter analysis of CIREN occupant lumbar bone mineral density and correlation with age and fracture incidence. Traffic Inj Prev. 2016 09; 17 Suppl 1:34-41. PMID: 27586100.
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    58. Schoell SL, Weaver AA, Talton JW, Baker G, Doud AN, Barnard RT, Stitzel JD, Zonfrillo MR. Functional outcomes of motor vehicle crash head injuries in pediatric and adult occupants. Traffic Inj Prev. 2016 09; 17 Suppl 1:27-33. PMID: 27586099.
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    59. Davenport EM, Urban JE, Mokhtari F, Lowther EL, Van Horn JD, Vaughan CG, Gioia GA, Whitlow CT, Stitzel JD, Maldjian JA. Subconcussive impacts and imaging findings over a season of contact sports. Concussion. 2016 Dec; 1(4):CNC19. PMID: 30202561.
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    60. Davenport EM, Apkarian K, Whitlow CT, Urban JE, Jensen JH, Szuch E, Espeland MA, Jung Y, Rosenbaum DA, Gioia GA, Powers AK, Stitzel JD, Maldjian JA. Abnormalities in Diffusional Kurtosis Metrics Related to Head Impact Exposure in a Season of High School Varsity Football. J Neurotrauma. 2016 12 01; 33(23):2133-2146. PMID: 27042763.
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    61. Stitzel JD, Weaver AA, Talton JW, Barnard RT, Schoell SL, Doud AN, Martin RS, Meredith JW. An Injury Severity-, Time Sensitivity-, and Predictability-Based Advanced Automatic Crash Notification Algorithm Improves Motor Vehicle Crash Occupant Triage. J Am Coll Surg. 2016 06; 222(6):1211-1219.e6. PMID: 27178370.
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    62. Miller LE, Urban JE, Stitzel JD. Development and validation of an atlas-based finite element brain model. Biomech Model Mechanobiol. 2016 10; 15(5):1201-14. PMID: 26762217.
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    63. Schoell SL, Weaver AA, Urban JE, Jones DA, Stitzel JD, Hwang E, Reed MP, Rupp JD, Hu J. Development and Validation of an Older Occupant Finite Element Model of a Mid-Sized Male for Investigation of Age-related Injury Risk. Stapp Car Crash J. 2015 Nov; 59:359-83. PMID: 26660751.
      Citations:    
    64. Weaver AA, Nguyen CM, Schoell SL, Maldjian JA, Stitzel JD. Image segmentation and registration algorithm to collect thoracic skeleton semilandmarks for characterization of age and sex-based thoracic morphology variation. Comput Biol Med. 2015 Dec 01; 67:41-8. PMID: 26496701.
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    65. Davis ML, Vavalle NA, Stitzel JD, Gayzik FS. A technique for developing CAD geometry of long bones using clinical CT data. Med Eng Phys. 2015 Nov; 37(11):1116-23. PMID: 26432286.
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    66. Danelson KA, Golman AJ, Kemper AR, Gayzik FS, Clay Gabler H, Duma SM, Stitzel JD. Finite element comparison of human and Hybrid III responses in a frontal impact. Accid Anal Prev. 2015 Dec; 85:125-56. PMID: 26432065.
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    67. Lillie EM, Urban JE, Lynch SK, Weaver AA, Stitzel JD. Evaluation of Skull Cortical Thickness Changes With Age and Sex From Computed Tomography Scans. J Bone Miner Res. 2016 Feb; 31(2):299-307. PMID: 26255873.
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    68. Golman AJ, Danelson KA, Stitzel JD. Robust human body model injury prediction in simulated side impact crashes. Comput Methods Biomech Biomed Engin. 2016; 19(7):717-32. PMID: 26158552.
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    69. Doud AN, Weaver AA, Talton JW, Barnard RT, Petty J, Stitzel JD. Evaluation of developmental metrics for utilization in a pediatric advanced automatic crash notification algorithm. Traffic Inj Prev. 2016; 17(1):65-72. PMID: 26042575.
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    70. Vavalle NA, Davis ML, Stitzel JD, Gayzik FS. Quantitative Validation of a Human Body Finite Element Model Using Rigid Body Impacts. Ann Biomed Eng. 2015 Sep; 43(9):2163-74. PMID: 25739950.
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    71. Danelson KA, Golman AJ, Bolte JH, Stitzel JD. Simulation of occupant response in space capsule landing configurations with suit hardware. J Biomech Eng. 2015 Mar; 137(3). PMID: 25321884.
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    72. Danelson KA, Stitzel JD. Finite element model prediction of pulmonary contusion in vehicle-to-vehicle simulations of real-world crashes. Traffic Inj Prev. 2015; 16(6):627-36. PMID: 25569549.
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    73. Schoell SL, Weaver AA, Vavalle NA, Stitzel JD. Age- and sex-specific thorax finite element model development and simulation. Traffic Inj Prev. 2015; 16 Suppl 1:S57-65. PMID: 26027976.
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    74. Schwartz D, Guleyupoglu B, Koya B, Stitzel JD, Gayzik FS. Development of a computationally efficient full human body finite element model. Traffic Inj Prev. 2015; 16 Suppl 1:S49-56. PMID: 26027975.
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    75. Weaver AA, Talton JW, Barnard RT, Schoell SL, Swett KR, Stitzel JD. Estimated injury risk for specific injuries and body regions in frontal motor vehicle crashes. Traffic Inj Prev. 2015; 16 Suppl 1:S108-16. PMID: 26027962.
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    76. Miller LE, Urban JE, Lillie EM, Stitzel JD. Preliminary Development and Validation of an Atlas-Based Finite Element Brain Model. Biomed Sci Instrum. 2015; 51:253-9. PMID: 25996725.
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    77. Kelley ME, Miller LE, Urban JE, Stitzel JD. Mesh Smoothing Algorithm Applied to a Finite Element Model of the Brain for Improved Brain-Skull Interface. Biomed Sci Instrum. 2015; 51:181-8. PMID: 25996716.
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    78. Jones DA, Urban JE, Lillie EM, Stitzel JD. Skull Thickness Morphing for an Age and Sex Specific FE Model of the Skull. Biomed Sci Instrum. 2015; 51:173-80. PMID: 25996715.
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    79. Doud AN, Weaver AA, Talton JW, Barnard RT, Schoell SL, Petty JK, Stitzel JD. Mortality Risk in Pediatric Motor Vehicle Crash Occupants: Accounting for Developmental Stage and Challenging Abbreviated Injury Scale Metrics. Traffic Inj Prev. 2015; 16 Suppl 2:S201-8. PMID: 26436233.
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    80. Zonfrillo MR, Weaver AA, Gillich PJ, Price JP, Stitzel JD. New Methodology for an Expert-Designed Map From International Classification of Diseases (ICD) to Abbreviated Injury Scale (AIS) 3+ Severity Injury. Traffic Inj Prev. 2015; 16 Suppl 2:S197-200. PMID: 26436232.
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    81. Weaver AA, Beavers KM, Hightower RC, Lynch SK, Miller AN, Stitzel JD. Lumbar Bone Mineral Density Phantomless Computed Tomography Measurements and Correlation with Age and Fracture Incidence. Traffic Inj Prev. 2015; 16 Suppl 2:S153-60. PMID: 26436225.
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    82. Gaewsky JP, Weaver AA, Koya B, Stitzel JD. Driver Injury Risk Variability in Finite Element Reconstructions of Crash Injury Research and Engineering Network (CIREN) Frontal Motor Vehicle Crashes. Traffic Inj Prev. 2015; 16 Suppl 2:S124-31. PMID: 26436221.
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    83. Davis ML, Stitzel JD, Gayzik FS. Thoracoabdominal organ volumes for small women. Traffic Inj Prev. 2015; 16(6):611-7. PMID: 25551272.
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    84. Schoell SL, Doud AN, Weaver AA, Barnard RT, Meredith JW, Stitzel JD, Martin RS. Predicting patients that require care at a trauma center: analysis of injuries and other factors. Injury. 2015 Apr; 46(4):558-63. PMID: 25541419.
      Citations:    
    85. Lillie EM, Urban JE, Weaver AA, Powers AK, Stitzel JD. Estimation of skull table thickness with clinical CT and validation with microCT. J Anat. 2015 Jan; 226(1):73-80. PMID: 25441171.
      Citations:    
    86. Schoell SL, Doud AN, Weaver AA, Talton JW, Barnard RT, Martin RS, Meredith JW, Stitzel JD. Development of a time sensitivity score for frequently occurring motor vehicle crash injuries. J Am Coll Surg. 2015 Mar; 220(3):305-312.e3. PMID: 25601658.
      Citations:    
    87. Urban JE, Weaver AA, Lillie EM, Maldjian JA, Whitlow CT, Stitzel JD. Evaluation of morphological changes in the adult skull with age and sex. J Anat. 2016 12; 229(6):838-846. PMID: 25406956.
      Citations:    
    88. White NA, Danelson KA, Gayzik FS, Stitzel JD. Head and neck response of a finite element anthropomorphic test device and human body model during a simulated rotary-wing aircraft impact. J Biomech Eng. 2014 Nov; 136(11). PMID: 25085863.
      Citations:    
    89. Vavalle NA, Schoell SL, Weaver AA, Stitzel JD, Gayzik FS. Application of Radial Basis Function Methods in the Development of a 95th Percentile Male Seated FEA Model. Stapp Car Crash J. 2014 Nov; 58:361-84. PMID: 26192960.
      Citations:    
    90. Doud AN, Weaver AA, Talton JW, Barnard RT, Meredith JW, Stitzel JD, Miller P, Miller AN. Has the incidence of thoracolumbar spine injuries increased in the United States from 1998 to 2011? Clin Orthop Relat Res. 2015 Jan; 473(1):297-304. PMID: 25115589.
      Citations:    
    91. Davenport EM, Whitlow CT, Urban JE, Espeland MA, Jung Y, Rosenbaum DA, Gioia GA, Powers AK, Stitzel JD, Maldjian JA. Abnormal white matter integrity related to head impact exposure in a season of high school varsity football. J Neurotrauma. 2014 Oct 01; 31(19):1617-24. PMID: 24786802.
      Citations:    
    92. Weaver AA, Schoell SL, Nguyen CM, Lynch SK, Stitzel JD. Morphometric analysis of variation in the sternum with sex and age. J Morphol. 2014 Nov; 275(11):1284-99. PMID: 24935890.
      Citations:    
    93. Weaver AA, Schoell SL, Stitzel JD. Morphometric analysis of variation in the ribs with age and sex. J Anat. 2014 Aug; 225(2):246-61. PMID: 24917069.
      Citations:    
    94. Kilgo PD, Weaver AA, Barnard RT, Love TP, Stitzel JD. Comparison of injury mortality risk in motor vehicle crash versus other etiologies. Accid Anal Prev. 2014 Jun; 67:137-47. PMID: 24646525.
      Citations:    
    95. White NA, Moreno DP, Brown PJ, Gayzik FS, Hsu W, Powers AK, Stitzel JD. Effects of cervical arthrodesis and arthroplasty on neck response during a simulated frontal automobile collision. Spine J. 2014 Sep 01; 14(9):2195-207. PMID: 24614252.
      Citations:    
    96. Golman AJ, Danelson KA, Gaewsky JP, Stitzel JD. Implementation and validation of thoracic side impact injury prediction metrics in a human body model. Comput Methods Biomech Biomed Engin. 2015 Aug; 18(10):1044-1055. PMID: 24520849.
      Citations:    
    97. Plate JF, Brown PJ, Walters J, Clark JA, Smith TL, Freehill MT, Tuohy CJ, Stitzel JD, Mannava S. Advanced age diminishes tendon-to-bone healing in a rat model of rotator cuff repair. Am J Sports Med. 2014 Apr; 42(4):859-68. PMID: 24500915.
      Citations:    
    98. Hayes AR, Vavalle NA, Moreno DP, Stitzel JD, Gayzik FS. Validation of simulated chestband data in frontal and lateral loading using a human body finite element model. Traffic Inj Prev. 2014; 15(2):181-6. PMID: 24345021.
      Citations:    
    99. Schwartz D, Moreno DP, Stitzel JD, Gayzik FS. Development of a simplified finite element model of the 50th percentile male occupant lower extremity. Biomed Sci Instrum. 2014; 50:106-14. PMID: 25405411.
      Citations:    
    100. Gaewsky JP, Danelson KA, Weaver CM, Stitzel JD. Optimization of a simplified automobile finite element model using time varying injury metrics. Biomed Sci Instrum. 2014; 50:83-91. PMID: 25405408.
      Citations:    
    101. Jermakian JS, Maltese MR, Stitzel J. Forewords. Traffic Inj Prev. 2014; 15 Suppl 1:i-ii. PMID: 25307371.
      Citations:    
    102. Vavalle NA, Thompson AB, Hayes AR, Moreno DP, Stitzel JD, Gayzik FS. Investigation of the mass distribution of a detailed seated male finite element model. J Appl Biomech. 2014 Jun; 30(3):471-6. PMID: 24345784.
      Citations:    
    103. Xu NM, Brown PJ, Plate JF, Nazir OF, Gluck GS, Stitzel JD, Li Z. Fibrin glue augmentation for flexor tendon repair increases friction compared with epitendinous suture. J Hand Surg Am. 2013 Dec; 38(12):2329-34. PMID: 24275055.
      Citations:    
    104. Golman AJ, Danelson KA, Miller LE, Stitzel JD. Injury prediction in a side impact crash using human body model simulation. Accid Anal Prev. 2014 Mar; 64:1-8. PMID: 24316501.
      Citations:    
    105. Kemper AR, Santago AC, Stitzel JD, Sparks JL, Duma SM. Effect of strain rate on the material properties of human liver parenchyma in unconfined compression. J Biomech Eng. 2013 Oct 01; 135(10):104503-8. PMID: 23775282.
      Citations:    
    106. White NA, Moreno DP, Gayzik FS, Stitzel JD. Cross-sectional neck response of a total human body FE model during simulated frontal and side automobile impacts. Comput Methods Biomech Biomed Engin. 2015; 18(3):293-315. PMID: 23930772.
      Citations:    
    107. Cobb BR, Urban JE, Davenport EM, Rowson S, Duma SM, Maldjian JA, Whitlow CT, Powers AK, Stitzel JD. Head impact exposure in youth football: elementary school ages 9-12 years and the effect of practice structure. Ann Biomed Eng. 2013 Dec; 41(12):2463-73. PMID: 23881111.
      Citations:    
    108. Urban JE, Davenport EM, Golman AJ, Maldjian JA, Whitlow CT, Powers AK, Stitzel JD. Head impact exposure in youth football: high school ages 14 to 18 years and cumulative impact analysis. Ann Biomed Eng. 2013 Dec; 41(12):2474-87. PMID: 23864337.
      Citations:    
    109. Hayes AR, Gayzik FS, Moreno DP, Martin RS, Stitzel JD. Comparison of organ location, morphology, and rib coverage of a midsized male in the supine and seated positions. Comput Math Methods Med. 2013; 2013:419821. PMID: 23606901.
      Citations:    
    110. Barnard RT, Loftis KL, Martin RS, Stitzel JD. Development of a robust mapping between AIS 2+ and ICD-9 injury codes. Accid Anal Prev. 2013 Mar; 52:133-43. PMID: 23333320.
      Citations:    
    111. Weaver AA, Loftis KL, Stitzel JD. Investigation of the safety effects of knee bolster air bag deployment in similar real-world crash comparisons. Traffic Inj Prev. 2013; 14(2):168-80. PMID: 23343026.
      Citations:    
    112. Lillie EM, Urban JE, Lynch SK, Whitlow CT, Stitzel JD. Evaluation of the extent and distribution of diffuse axonal injury from real world motor vehicle crashes - biomed 2013. Biomed Sci Instrum. 2013; 49:297-304. PMID: 23686213.
      Citations:    
    113. Schoell SL, Weaver AA, Stitzel JD. Development of an occult metric for common motor vehicle crash injuries - biomed 2013. Biomed Sci Instrum. 2013; 49:274-80. PMID: 23686210.
      Citations:    
    114. Anderson SA, Danelson KA, Mammarappallil JG, Chiles C, Stitzel JD. Semiautomatic method of quantifying pleural effusions using computed tomography scans - biomed 2013. Biomed Sci Instrum. 2013; 49:13-9. PMID: 23686175.
      Citations:    
    115. Vavalle NA, Jelen BC, Moreno DP, Stitzel JD, Gayzik FS. An evaluation of objective rating methods for full-body finite element model comparison to PMHS tests. Traffic Inj Prev. 2013; 14 Suppl:S87-94. PMID: 23905846.
      Citations:    
    116. Weaver AA, Barnard RT, Kilgo PD, Martin RS, Stitzel JD. Mortality-based Quantification of Injury Severity for Frequently Occurring Motor Vehicle Crash Injuries. Ann Adv Automot Med. 2013; 57:235-46. PMID: 24406961.
      Citations:    
    117. Hayes AR, Gayzik FS, Moreno DP, Martin RS, Stitzel JD. Abdominal Organ Location, Morphology, and Rib Coverage for the 5(th), 50(th), and 95(th) Percentile Males and Females in the Supine and Seated Posture using Multi-Modality Imaging. Ann Adv Automot Med. 2013; 57:111-22. PMID: 24406951.
      Citations:    
    118. Urban JE, Whitlow CT, Edgerton CA, Powers AK, Maldjian JA, Stitzel JD. Motor vehicle crash-related subdural hematoma from real-world head impact data. J Neurotrauma. 2012 Dec 10; 29(18):2774-81. PMID: 22928543.
      Citations:    
    119. Vavalle NA, Moreno DP, Rhyne AC, Stitzel JD, Gayzik FS. Lateral impact validation of a geometrically accurate full body finite element model for blunt injury prediction. Ann Biomed Eng. 2013 Mar; 41(3):497-512. PMID: 23135331.
      Citations:    
    120. Becher RD, Colonna AL, Enniss TM, Weaver AA, Crane DK, Martin RS, Mowery NT, Miller PR, Stitzel JD, Hoth JJ. An innovative approach to predict the development of adult respiratory distress syndrome in patients with blunt trauma. J Trauma Acute Care Surg. 2012 Nov; 73(5):1229-35. PMID: 22914080.
      Citations:    
    121. Pilson H, Brown P, Stitzel J, Scott A. Single-row versus double-row repair of the distal Achilles tendon: a biomechanical comparison. J Foot Ankle Surg. 2012 Nov-Dec; 51(6):762-6. PMID: 22863754.
      Citations:    
    122. Weaver AA, Danelson KA, Armstrong EG, Hoth JJ, Stitzel JD. Investigation of pulmonary contusion extent and its correlation to crash, occupant, and injury characteristics in motor vehicle crashes. Accid Anal Prev. 2013 Jan; 50:223-33. PMID: 22575308.
      Citations:    
    123. Weaver AA, Danelson KA, Stitzel JD. Modeling brain injury response for rotational velocities of varying directions and magnitudes. Ann Biomed Eng. 2012 Sep; 40(9):2005-18. PMID: 22441667.
      Citations:    
    124. Gayzik FS, Moreno DP, Danelson KA, McNally C, Klinich KD, Stitzel JD. External landmark, body surface, and volume data of a mid-sized male in seated and standing postures. Ann Biomed Eng. 2012 Sep; 40(9):2019-32. PMID: 22441664.
      Citations:    
    125. Vavalle NA, Moreno DP, Stitzel JD, Gayzik FS. The effect of impactor location and velocity variation on validation of an advanced human body finite element model. Biomed Sci Instrum. 2012; 48:454-61. PMID: 22846319.
      Citations:    
    126. Urban JE, Maldjian JA, Whitlow CT, Stitzel JD. A method to investigate the size and shape variation of the lateral ventricles with age. Biomed Sci Instrum. 2012; 48:447-53. PMID: 22846318.
      Citations:    
    127. Thompson AB, Gayzik FS, Moreno DP, Rhyne AC, Vavalle NA, Stitzel JD. A paradigm for human body finite element model integration from a set of regional models. Biomed Sci Instrum. 2012; 48:423-30. PMID: 22846315.
      Citations:    
    128. Rhyne AC, Gayzik FS, Moreno DP, Stitzel JD. Methods for comparison of abdominal organ location and shape in the supine and upright positions. Biomed Sci Instrum. 2012; 48:351-8. PMID: 22846305.
      Citations:    
    129. Kemper AR, Santago AC, Stitzel JD, Sparks JL, Duma SM. Biomechanical response of human spleen in tensile loading. J Biomech. 2012 Jan 10; 45(2):348-55. PMID: 22078273.
      Citations:    
    130. Baker S, Sigley J, Carlisle CR, Stitzel J, Berry J, Bonin K, Guthold M. The Mechanical Properties of Dry, Electrospun Fibrinogen Fibers. Mater Sci Eng C Mater Biol Appl. 2012 Mar 01; 32(2):215-221. PMID: 22563143.
      Citations:    
    131. Stubbs AJ, Anz AW, Frino J, Lang JE, Weaver AA, Stitzel JD. Classic measures of hip dysplasia do not correlate with three-dimensional computer tomographic measures and indices. Hip Int. 2011 Sep-Oct; 21(5):549-58. PMID: 21960452.
      Citations:    
    132. Gayzik FS, Moreno DP, Geer CP, Wuertzer SD, Martin RS, Stitzel JD. Development of a full body CAD dataset for computational modeling: a multi-modality approach. Ann Biomed Eng. 2011 Oct; 39(10):2568-83. PMID: 21785882.
      Citations:    
    133. Danelson KA, Gayzik FS, Stern AR, Hoth JJ, Stitzel JD. Design, development, and analysis of a surrogate for pulmonary injury prediction. Ann Biomed Eng. 2011 Oct; 39(10):2560-7. PMID: 21785883.
      Citations:    
    134. Weaver AA, Loftis KL, Duma SM, Stitzel JD. Biomechanical modeling of eye trauma for different orbit anthropometries. J Biomech. 2011 Apr 29; 44(7):1296-303. PMID: 21316057.
      Citations:    
    135. Kemper AR, Kennedy EA, McNally C, Manoogian SJ, Stitzel JD, Duma SM. Reducing chest injuries in automobile collisions: rib fracture timing and implications for thoracic injury criteria. Ann Biomed Eng. 2011 Aug; 39(8):2141-51. PMID: 21512892.
      Citations:    
    136. Mannava S, Wiggins WF, Saul KR, Stitzel JD, Smith BP, Koman LA, Smith TL, Tuohy CJ. Contributions of neural tone to in vivo passive muscle--tendon unit biomechanical properties in a rat rotator cuff animal model. Ann Biomed Eng. 2011 Jul; 39(7):1914-24. PMID: 21445691.
      Citations:    
    137. Weaver AA, Kennedy EA, Duma SM, Stitzel JD. Evaluation of different projectiles in matched experimental eye impact simulations. J Biomech Eng. 2011 Mar; 133(3):031002. PMID: 21303178.
      Citations:    
    138. Duma SM, Kemper AR, Stitzel JD, McNally C, Kennedy EA, Matsuoka F. Rib fracture timing in dynamic belt tests with human cadavers. Clin Anat. 2011 Apr; 24(3):327-38. PMID: 21322063.
      Citations:    
    139. Danelson KA, Bolte JH, Stitzel JD. Assessing astronaut injury potential from suit connectors using a human body finite element model. Aviat Space Environ Med. 2011 Feb; 82(2):79-86. PMID: 21329020.
      Citations:    
    140. Weaver AA, Moody EA, Armstrong EG, Stitzel JD. Image segmentation and registration algorithm to collect homologous landmarks for age-related thoracic morphometric analysis - biomed 2011. Biomed Sci Instrum. 2011; 47:70-5. PMID: 21525599.
      Citations:    
    141. Loftis KL, Pranikoff T, Anthony EY, Meredith JW, Martin RS, Stitzel JD. Pediatric occupants, restraint use, and injuries in motor vehicle crashes - biomed 2011. Biomed Sci Instrum. 2011; 47:94-9. PMID: 21525603.
      Citations:    
    142. Thompson AB, Rhyne AC, Moreno DP, Gayzik FS, Stitzel JD. Methods for validation of the mass distribution of a full body finite element model - biomed 2011. Biomed Sci Instrum. 2011; 47:100-5. PMID: 21525604.
      Citations:    
    143. Loftis KL, Moreno DP, Tan J, Gabler HC, Stitzel JD. Utilizing computed tomography scans for analysis of motorcycle helmets in real-world crashes - biomed 2011. Biomed Sci Instrum. 2011; 47:234-9. PMID: 21525626.
      Citations:    
    144. Urban JE, Weaver AA, Theivendran K, Stitzel JD. Acetabular rim profile measurement in femoroacetabular impingement patients - biomed 2011. Biomed Sci Instrum. 2011; 47:118-23. PMID: 21525607.
      Citations:    
    145. Danelson KA, Chiles C, Thompson AB, Donadino K, Weaver AA, Stitzel JD. Correlating the extent of pulmonary contusion to vehicle crash parameters in near-side impacts. Ann Adv Automot Med. 2011; 55:217-30. PMID: 22105398.
      Citations:    
    146. Loftis KL, Weaver AA, Stitzel JD. Investigating the effects of side airbag deployment in real-world crashes using crash comparison techniques. Ann Adv Automot Med. 2011; 55:81-90. PMID: 22105386.
      Citations:    
    147. Ladd MR, Lee SJ, Stitzel JD, Atala A, Yoo JJ. Co-electrospun dual scaffolding system with potential for muscle-tendon junction tissue engineering. Biomaterials. 2011 Feb; 32(6):1549-59. PMID: 21093046.
      Citations:    
    148. Gayzik FS, Hoth JJ, Stitzel JD. Finite element-based injury metrics for pulmonary contusion via concurrent model optimization. Biomech Model Mechanobiol. 2011 Jul; 10(4):505-20. PMID: 20737282.
      Citations:    
    149. Weaver AA, Loftis KL, Tan JC, Duma SM, Stitzel JD. CT based three-dimensional measurement of orbit and eye anthropometry. Invest Ophthalmol Vis Sci. 2010 Oct; 51(10):4892-7. PMID: 20463322.
      Citations:    
    150. Stitzel JD, Kilgo PD, Weaver AA, Martin RS, Loftis KL, Meredith JW. Age thresholds for increased mortality of predominant crash induced thoracic injuries. Ann Adv Automot Med. 2010; 54:41-50. PMID: 21050590.
      Citations:    
    151. Brown PJ, Tan H, Stitzel JD. Displacement control device for dynamic tissue deformation in MRI - biomed 2010. Biomed Sci Instrum. 2010; 46:99-104. PMID: 20467079.
      Citations:    
    152. Urban JE, Loftis KL, Stitzel JD. Investigating injury mechanism and occupant bmi for malleolar fractures in frontal motor vehicle collisions - biomed 2010. Biomed Sci Instrum. 2010; 46:320-5. PMID: 20467102.
      Citations:    
    153. Kemper AR, Santago AC, Stitzel JD, Sparks JL, Duma SM. Biomechanical response of human liver in tensile loading. Ann Adv Automot Med. 2010; 54:15-26. PMID: 21050588.
      Citations:    
    154. Yu M, Manoogian S, Duma SM, Stitzel JD. Finite element modeling of human placental tissue. Ann Adv Automot Med. 2009 Oct; 53:257-70. PMID: 20184849.
      Citations:    
    155. Danelson KA, Gayzik FS, Yu MM, Martin RS, Duma SM, Stitzel JD. Bilateral carotid artery injury response in side impact using a vessel model integrated with a human body model. Ann Adv Automot Med. 2009 Oct; 53:271-9. PMID: 20184850.
      Citations:    
    156. Kemper AR, Stitzel JD, McNally C, Gabler HC, Duma SM. Biomechanical response of the human clavicle: the effects of loading direction on bending properties. J Appl Biomech. 2009 May; 25(2):165-74. PMID: 19483261.
      Citations:    
    157. Gayzik FS, Martin RS, Gabler HC, Hoth JJ, Duma SM, Meredith JW, Stitzel JD. Characterization of crash-induced thoracic loading resulting in pulmonary contusion. J Trauma. 2009 Mar; 66(3):840-9. PMID: 19276763.
      Citations:    
    158. Paolini BM, Danelson KA, Geer CP, Stitzel JD. Pediatric head injury prediction: investigating the distance between the skull and the brain using medical imaging - biomed 2009. Biomed Sci Instrum. 2009; 45:161-6. PMID: 19369757.
      Citations:    
    159. Taylor LA, Danelson KA, Gayzik FS, Loftis KL, Stitzel JD. Physical model reproduction from ct scans classified according to gender, ethnicity, and age - biomed 2009. Biomed Sci Instrum. 2009; 45:370-5. PMID: 19369791.
      Citations:    
    160. Weaver AA, Gayzik FS, Stitzel JD. Biomechanical analysis of pulmonary contusion in motor vehicle crash victims: a crash injury research and engineering network (ciren) study - biomed 2009. Biomed Sci Instrum. 2009; 45:364-9. PMID: 19369790.
      Citations:    
    161. Loftis K, Martin RS, Meredith JW, Stitzel J. Investigating methods for determining mismatch in near side vehicle impacts - biomed 2009. Biomed Sci Instrum. 2009; 45:256-61. PMID: 19369772.
      Citations:    
    162. Danelson KA, Gordon ES, David LR, Stitzel JD. Using a three dimensional model of the pediatric skull for pre-operative planning in the treatment of craniosynostosis - biomed 2009. Biomed Sci Instrum. 2009; 45:358-63. PMID: 19369789.
      Citations:    
    163. Weaver AA, Gilmartin TD, Anz AW, Stubbs AJ, Stitzel JD. A method to measure acetabular metrics from three dimensional computed tomography pelvis reconstructions - biomed 2009. Biomed Sci Instrum. 2009; 45:155-60. PMID: 19369756.
      Citations:    
    164. Danelson KA, Geer CP, Stitzel JD, Slice DE, Takhounts EG. Age and gender based biomechanical shape and size analysis of the pediatric brain. Stapp Car Crash J. 2008 Nov; 52:59-81. PMID: 19085158.
      Citations:    
    165. Manoogian SJ, McNally C, Stitzel JD, Duma SM. Dynamic biaxial tissue properties of pregnant porcine uterine tissue. Stapp Car Crash J. 2008 Nov; 52:167-85. PMID: 19085162.
      Citations:    
    166. Stitzel JD, Kilgo PD, Danelson KA, Geer CP, Pranikoff T, Meredith JW. Age thresholds for increased mortality of three predominant crash induced head injuries. Ann Adv Automot Med. 2008 Oct; 52:235-44. PMID: 19026240.
      Citations:    
    167. Daly M, Miller PR, Carr JJ, Gayzik FS, Hoth JJ, Meredith JW, Stitzel JD. Traumatic pulmonary pathology measured with computed tomography and a semiautomated analytic method. Clin Imaging. 2008 Sep-Oct; 32(5):346-54. PMID: 18760721.
      Citations:    
    168. Gayzik FS, Yu MM, Danelson KA, Slice DE, Stitzel JD. Quantification of age-related shape change of the human rib cage through geometric morphometrics. J Biomech. 2008; 41(7):1545-54. PMID: 18384793.
      Citations:    
    169. Moon du G, Christ G, Stitzel JD, Atala A, Yoo JJ. Cyclic mechanical preconditioning improves engineered muscle contraction. Tissue Eng Part A. 2008 Apr; 14(4):473-82. PMID: 18399787.
      Citations:    
    170. Yu MM, Danelson KA, Stitzel JD. Categorical similarity comparison of ciren and nass. Biomed Sci Instrum. 2008; 44:304-9. PMID: 19141933.
      Citations:    
    171. Danelson KA, Yu M, Gayzik FS, Geer CP, Slice DE, Stitzel JD. Geometric scaling factors for the pediatric brainstem. Biomed Sci Instrum. 2008; 44:153-8. PMID: 19141908.
      Citations:    
    172. Loftis K, Halsey M, Anthony E, Duma SM, Stitzel J. Pregnant female anthropometry from ct scans for finite element model development. Biomed Sci Instrum. 2008; 44:355-60. PMID: 19141941.
      Citations:    
    173. Danelson KA, Stitzel JD. Volumetric splenic injury measurement in ct scans for comparison with injury score. Biomed Sci Instrum. 2008; 44:159-64. PMID: 19141909.
      Citations:    
    174. Gayzik FS, Hoth JJ, Stitzel JD. Quantitative histology of contused lung tissue with comparison to computed tomography. Biomed Sci Instrum. 2008; 44:225-30. PMID: 19141920.
      Citations:    
    175. Lee SJ, Yoo JJ, Lim GJ, Atala A, Stitzel J. In vitro evaluation of electrospun nanofiber scaffolds for vascular graft application. J Biomed Mater Res A. 2007 Dec 15; 83(4):999-1008. PMID: 17584890.
      Citations:    
    176. Gayzik FS, Hoth JJ, Daly M, Meredith JW, Stitzel JD. A finite element-based injury metric for pulmonary contusion: investigation of candidate metrics through correlation with computed tomography. Stapp Car Crash J. 2007 Oct; 51:189-209. PMID: 18278598.
      Citations:    
    177. Gayzik FS, Hoth JJ, Stitzel JD. A comparative study of optimization techniques for tuning a finite element model of the lung to biomechanical data. Biomed Sci Instrum. 2007; 43:212-7. PMID: 17487083.
      Citations:    
    178. Lambert CC, Gayzik FS, Stitzel JD. Characterization of the carotid and adjacent anatomy using non-contrast CT for biomechanical model development. Biomed Sci Instrum. 2007; 43:330-5. PMID: 17487103.
      Citations:    
    179. Daly M, Carr JJ, Stitzel JD. Method for identifying calcified plaque in contrast enhanced computed tomography. Biomed Sci Instrum. 2007; 43:366-71. PMID: 17487109.
      Citations:    
    180. Danelson KA, Hoth JJ, Miller PR, Stitzel JD. A semi-automated approach for measuring splenic injury using computed tomography. Biomed Sci Instrum. 2007; 43:13-7. PMID: 17487050.
      Citations:    
    181. Stitzel JD, Kilgo P, Schmotzer B, Gabler HC, Meredith JW. A population-based comparison of CIREN and NASS cases using similarity scoring. Annu Proc Assoc Adv Automot Med. 2007; 51:395-417. PMID: 18184504.
      Citations:    
    182. Kennedy EA, Ng TP, McNally C, Stitzel JD, Duma SM. Risk functions for human and porcine eye rupture based on projectile characteristics of blunt objects. Stapp Car Crash J. 2006 Nov; 50:651-71. PMID: 17311182.
      Citations:    
    183. Gayzik FS, Loftis KL, Slice DE, Stitzel JD. A finite element study of age-based size and shape variation of the human rib cage. Biomed Sci Instrum. 2006; 42:19-24. PMID: 16817579.
      Citations:    
    184. Cormier JM, Stitzel JD, Hurst WJ, Porta DJ, Jones J, Duma SM. Predicting zygoma fractures from baseball impact. Biomed Sci Instrum. 2006; 42:142-7. PMID: 16817599.
      Citations:    
    185. Duma SM, Moorcroft DM, Stitzel JD, Duma GG. Biomechanical modeling of pregnant occupants in far-side vehicle crashes. Biomed Sci Instrum. 2006; 42:154-9. PMID: 16817601.
      Citations:    
    186. Duma S, Stitzel J, Kemper A, McNally C, Kennedy E, Brolinson G, Matsuoka F. Acquiring non-censored rib fracture data during dynamic belt loading. Biomed Sci Instrum. 2006; 42:148-53. PMID: 16817600.
      Citations:    
    187. Duma SM, Moorcroft DM, Gabler HC, Manoogian SM, Stitzel JD, Duma GG. Analysis of pregnant occupant crash exposure and the potential effectiveness of four-point seatbelts in far side crashes. Annu Proc Assoc Adv Automot Med. 2006; 50:187-98. PMID: 16968637.
      Citations:    
    188. Gayzik FS, Bostrom O, Ortenwall P, Duma SM, Stitzel JD. An experimental and computational study of blunt carotid artery injury. Annu Proc Assoc Adv Automot Med. 2006; 50:13-32. PMID: 16968627.
      Citations:    
    189. Daly M, Duma SM, Stitzel JD. Retrospective identification of subject anthropometry using computed tomography of the leg. Biomed Sci Instrum. 2006; 42:114-9. PMID: 16817595.
      Citations:    
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