Publications
Publications Resulted from Clinical Studies in Partnership with Stanford Athletics and Stanford Student Athletes (listed by the Therapeutic Areas from newest to the oldest)
Factors Associated with Prolonged Return to Play in Concussion.
Wang EX, Hwang CE, Nguyen JN, Segovia N, Abrams GD, Kussman A.
American Journal of Sports Medicine: 2022 Mar 22; DOI: 10.1177/03635465221083646.
PMID: 35316113
The Presence of the Temporal Horn Exacerbates the Vulnerability of Hippocampus During Head Impacts
Zhou Z, Li X, Domel AG, Dennis EL, Georgiadis M, Liu Y, Raymond SJ, Grant G, Kleiven S, Camarillo D, Zeineh M.
Front Bioeng Biotechnol. 2022 Mar 22;10:754344. doi: 10.3389/fbioe.2022.754344.
PMID: 35392406
Physics-Informed Machine Learning Improves Detection of Head Impacts
Raymond S, Cecchi NJ, Alizadeh HV, Callan AA, Rice E, Liu Y, Zhou Z, Zeineh M, Camarillo DB.
Ann Biomed Eng. 2022 Mar 18. doi: 10.1007/s10439-022-02911-6.
PMID: 35303171
Towards a comprehensive delineation of white matter tract-related deformation
Zhou Z, Li X, Liu, Y, Fahlstedt M, Georgiadis M, Zhan X, Raymond SJ, Grant G, Kleiven S, Camarillo D, Zeineh M.
Journal of Neurotrauma, 2021 Nov 11. doi: 10.1089/neu.2021.0195.
PMID: 34617451
Identifying Factors Associated with Head Impact Kinematics and Brain Strain in High School American Football via Instrumented Mouthguards
Cecchi NJ, Domel AG, Liu Y, Rice E, Lu R, Zhan X, Zhou Z, Raymond SJ, Sami S, Singh H, Rangel I, Watson LP, Kleiven S, Zeineh M, Camarillo DB, Grant G.
Annals of Biomedical Engineering, 2021 Sep 21. doi:10.1007/s10439-021-02853-5.
PMID 34549342
Neuroradiologic Evaluation of MRI in High-Contact Sports
McAllister D, Akers C, Boldt B, Mitchell LA, Tranvinh E, Douglas D, Goubran M, Rosenberg J, Georgiadis M, Karimpoor M, DiGiacomo P, Mouchawar N, Grant G, Camarillo D, Wintermark M, Zeineh MM.
Frontiers in Neurology, 2021 Aug 11;12:701948. doi. 10.3389/fneur.2021.701948.
PMID 34456852
Time Window of Head Impact Kinematics Measurement for Calculation of Brain Strain and Strain Rate in American Football
Liu Y, Domel AG, Cecchi NJ, Rice E, Callan AA, Raymond SJ, Zhou Z, Zhan X, Li Y, Zeineh M, Grant G, Camarillo DB.
Annals of Biomedical Engineering. 2021 Jul 6. doi: 10.1007/s10439-021-02821-z.
PMID 34231091
Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation
Zhan X, Li Y, Liu Y, Domel AG, Alidazeh HV, Zhou Z, Cecchi NJ, Tiernan S, Ruan J, Barbat S, Gevaert O, Zeineh MM, Grant GA, Camarillo DB.
Annals of Biomedical Engineering. 2021 Jul 9. doi: 10.1007/s10439-021-02813-z.
PMID 34244908
Subject-specific multiscale analysis of concussion: from macroscopic loads to molecular-level damage. Brain Multiphysics
Montanino A, Li X, Zhou Z, Zeineh M, Camarillo DB, Kleiven S.
Brain Multiphysics, V.2, 2021 May 21, 100027. https://doi.org/10.1016/j.brain.2021.100027
The relationship between brain injury criteria and brain strain across different types of head impacts can be different
Zhan X, Li Y, Liu Y, Domel AG, Alizadeh HV, Raymond SJ, Ruan J, Barbat S, Tiernan S, Gevaert O, Zeineh MM, Grant GA, Camarillo DB.
Journal of the Royal Society Interface. 2021 Jun;18(179):20210260. doi: 10.1098/rsif.2021.0260.
PMID 34062102
A New Open-Access Platform for Measuring and Sharing mTBI Data
Domel AG, Raymond SJ, Giordano C, Liu Y, Yousefsani SA, Fanton M, Cecchi N, Vovk O, Arbogast K, Patton D, Huber C, Pirozzi I, Kight A, Avery B, Boumis A, Fetters T, Jandu S, Mehring WM, Monga S, Mouchawar N, Rangel I, Rice E, Roy P, Sami S, Singh H, Wu L, Kuo C, Zeineh M, Grant G, Camarillo DB.
Scientific Reports. 2021 Apr 5;11(1):7501. doi: 10.1038/s41598-021-87085-2.
PMID 33820939
Rapid Estimation of Entire Brain Strain Using Deep Learning Models
Zhan X, Liu Y, Raymond SJ, Alizadeh HV, Domel AG, Gevaert O, Zeineh M, Grant G, Camarillo DB.
IEEE Transactions on Biomedical Engineering (TBME). 2021 Apr 14;PP. doi: 10.1109/TBME.2021.3073380.
PMID 33852381
White matter tract-oriented deformation is dependent on real-time axonal fiber orientation
Zhou Z, Domel AG, Li X, Grant G, Kleiven S, Camarillo D, Zeineh M.
Journal of Neurotrauma. 2021 Jun 15;38(12):1730-1745. doi: 10.1089/neu.2020.7412.
PMID 33446060
Validation and Comparison of Instrumented Mouthguards for Measuring Head Kinematics and Assessing Brain Deformation in Football Impacts
Liu Y, Domel A, Yousefsani S, Kondic J, Grant G, Zeineh M, Camarillo D.
Annals of Biomedical Engineering 2020 Nov; 48(11):2580-98, Impact Factor 3.378.
PMID 32989591
Longitudinal alteration of cortical thickness and volume in high-impact sports
Mills B, Parivash S, Goubran M, Thaler C, Rezaii P, Wolman D, Wongsripuemtet J, Bian W, Boldt B, Douglas D, Mitchell LA, Wilson E, Xie L, Yushkevich P, Parekh P, Fiehler J, Do H, Lopez J, Rosenberg J, Camarillo D, Grant G, Wintermark M, Zeineh M.
NeuroImage 217, 2020 Aug 15, 116864.
PMID: 32360690
The ENIGMA sports injury working group: an international collaboration to further our understanding of sport-related brain injury
Koerte IK, Esopenko C, Hinds SR 2nd, Shenton ME, Bonke EM, Bazarian JJ, Bickart KC, Bigler ED, Bouix S, Buckley TA, Choe MC, Echlin PS, Gill J, Giza CC, Hayes J, Hodges CB, Irimia A, Johnson PK, Kenney K, Levin HS, Lin AP, Lindsey HM, Lipton ML, Max JE, Mayer AR, Meier TB, Merchant-Borna K, Merkley TL, Mills BD, Newsome MR, Porfido T, Stephens JA, Tartaglia MC, Ware AL, Zafonte RD, Zeineh MM, Thompson PM, Tate DF, Dennis EL, Wilde EA, Baron D.
Brain Imaging Behav. 2020 Jul 27. doi: 10.1007/s11682-020-00370-y.
PMID: 32720179
Dynamic blood–brain barrier regulation in mild traumatic brain injury
O'Keeffe E, Kelly E, Liu Y, Giordano C, Wallace E, Hynes M, Tiernan S, Meagher A, Greene C, Hughes S, Burke T.
Journal of neurotrauma. 2020 Jan 15;37(2):347-56.
PMID 31702476
Longitudinal changes in hippocampal subfield volume associated with collegiate football
Parivash S, Goubran M, Mills B, Thaler C, Rezaii P, Wolman D, Wongsripuemtet J, Bian W, Boldt B, Douglas D, Mitchell LA, Wilson E, Xie L, Yushkevich P, Parekh P, Fiehler J, Do H, Lopez J, Rosenberg J, Camarillo D, Grant G, Wintermark M, Zeineh MM.
Journal of Neurotrauma 2019 Jun 17.
PMID 31044639