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For: 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. The relationship between brain injury criteria and brain strain across different types of head impacts can be different. J R Soc Interface 2021;18:20210260. [PMID: 34062102 PMCID: PMC8169213 DOI: 10.1098/rsif.2021.0260] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 05/06/2021] [Indexed: 12/27/2022]  Open
Number Cited by Other Article(s)
1
Tripathi A, Wan Y, Malave S, Turcsanyi S, Fawzi AL, Brooks A, Kesari H, Snedden T, Ferrazzano P, Franck C, Carlsen RW. Laboratory Evaluation of a Wearable Instrumented Headband for Rotational Head Kinematics Measurement. Ann Biomed Eng 2025:10.1007/s10439-025-03746-7. [PMID: 40377738 DOI: 10.1007/s10439-025-03746-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Accepted: 04/27/2025] [Indexed: 05/18/2025]
2
Pitti E, Herling L, Li X, Ajne G, Larsson M. Experimental Assessment of Traction Force and Associated Fetal Brain Deformation in Vacuum-Assisted Delivery. Ann Biomed Eng 2025;53:825-844. [PMID: 39710825 PMCID: PMC11929728 DOI: 10.1007/s10439-024-03665-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 12/02/2024] [Indexed: 12/24/2024]
3
Arani AHG, Okamoto RJ, Escarcega JD, Jerusalem A, Alshareef AA, Bayly PV. Full-field, frequency-domain comparison of simulated and measured human brain deformation. Biomech Model Mechanobiol 2025;24:331-346. [PMID: 39704895 DOI: 10.1007/s10237-024-01913-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Accepted: 11/16/2024] [Indexed: 12/21/2024]
4
Zhan X, Zhou Z, Liu Y, Cecchi NJ, Hajiahamemar M, Zeineh MM, Grant GA, Camarillo D. Differences between two maximal principal strain rate calculation schemes in traumatic brain analysis with in-vivo and in-silico datasets. J Biomech 2025;179:112456. [PMID: 39671828 DOI: 10.1016/j.jbiomech.2024.112456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 10/05/2024] [Accepted: 12/02/2024] [Indexed: 12/15/2024]
5
Tierney G. Concussion biomechanics, head acceleration exposure and brain injury criteria in sport: a review. Sports Biomech 2024;23:1888-1916. [PMID: 34939531 DOI: 10.1080/14763141.2021.2016929] [Citation(s) in RCA: 26] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 12/05/2021] [Indexed: 10/19/2022]
6
Lin N, Wu S, Wu Z, Ji S. Efficient Generation of Pretraining Samples for Developing a Deep Learning Brain Injury Model via Transfer Learning. Ann Biomed Eng 2024;52:2726-2740. [PMID: 37642795 DOI: 10.1007/s10439-023-03354-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 08/18/2023] [Indexed: 08/31/2023]
7
Cecchi NJ, Callan AA, Watson LP, Liu Y, Zhan X, Vegesna RV, Pang C, Le Flao E, Grant GA, Zeineh MM, Camarillo DB. Padded Helmet Shell Covers in American Football: A Comprehensive Laboratory Evaluation with Preliminary On-Field Findings. Ann Biomed Eng 2024;52:2703-2716. [PMID: 36917295 PMCID: PMC10013271 DOI: 10.1007/s10439-023-03169-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 02/08/2023] [Indexed: 03/15/2023]
8
Stitt D, Kabaliuk N, Alexander K, Draper N. Potential of Soft-Shelled Rugby Headgear to Lower Regional Brain Strain Metrics During Standard Drop Tests. SPORTS MEDICINE - OPEN 2024;10:102. [PMID: 39333426 PMCID: PMC11436562 DOI: 10.1186/s40798-024-00744-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 06/24/2024] [Indexed: 09/29/2024]
9
Zhan X, Liu Y, Cecchi NJ, Callan AA, Le Flao E, Gevaert O, Zeineh MM, Grant GA, Camarillo DB. AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction. IEEE Trans Biomed Eng 2024;71:2759-2770. [PMID: 38683703 DOI: 10.1109/tbme.2024.3392537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2024]
10
Arani AH, Okamoto RJ, Escarcega JD, Jerusalem A, Alshareef AA, Bayly PV. Full-field, frequency-domain comparison of simulated and measured human brain deformation. RESEARCH SQUARE 2024:rs.3.rs-4765592. [PMID: 39184071 PMCID: PMC11343286 DOI: 10.21203/rs.3.rs-4765592/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/27/2024]
11
Stilwell G, Stitt D, Alexander K, Draper N, Kabaliuk N. The Impact of Drop Test Conditions on Brain Strain Location and Severity: A Novel Approach Using a Deep Learning Model. Ann Biomed Eng 2024;52:2234-2246. [PMID: 38739210 PMCID: PMC11247052 DOI: 10.1007/s10439-024-03525-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 04/23/2024] [Indexed: 05/14/2024]
12
Zhan X, Liu Y, Cecchi NJ, Gevaert O, Zeineh MM, Grant GA, Camarillo DB. Brain Deformation Estimation With Transfer Learning for Head Impact Datasets Across Impact Types. IEEE Trans Biomed Eng 2024;71:1853-1863. [PMID: 38224520 DOI: 10.1109/tbme.2024.3354192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2024]
13
Zhan X, Sun J, Liu Y, Cecchi NJ, Le Flao E, Gevaert O, Zeineh MM, Camarillo DB. Adaptive Machine Learning Head Model Across Different Head Impact Types Using Unsupervised Domain Adaptation and Generative Adversarial Networks. IEEE SENSORS JOURNAL 2024;24:7097-7106. [PMID: 39897708 PMCID: PMC11781752 DOI: 10.1109/jsen.2023.3349213] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
14
Bussey MD, Salmon D, Romanchuk J, Nanai B, Davidson P, Tucker R, Falvey E. Head Acceleration Events in Male Community Rugby Players: An Observational Cohort Study across Four Playing Grades, from Under-13 to Senior Men. Sports Med 2024;54:517-530. [PMID: 37676621 PMCID: PMC10933157 DOI: 10.1007/s40279-023-01923-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/21/2023] [Indexed: 09/08/2023]
15
Zhan X, Li Y, Liu Y, Cecchi NJ, Raymond SJ, Zhou Z, Vahid Alizadeh H, Ruan J, Barbat S, Tiernan S, Gevaert O, Zeineh MM, Grant GA, Camarillo DB. Machine-learning-based head impact subtyping based on the spectral densities of the measurable head kinematics. JOURNAL OF SPORT AND HEALTH SCIENCE 2023;12:619-629. [PMID: 36921692 PMCID: PMC10466194 DOI: 10.1016/j.jshs.2023.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 12/06/2022] [Accepted: 02/16/2023] [Indexed: 05/26/2023]
16
Menghani RR, Das A, Kraft RH. A sensor-enabled cloud-based computing platform for computational brain biomechanics. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;233:107470. [PMID: 36958108 DOI: 10.1016/j.cmpb.2023.107470] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 02/24/2023] [Accepted: 03/06/2023] [Indexed: 06/18/2023]
17
Zhan X, Liu Y, Cecchi NJ, Gevaert O, Zeineh MM, Grant GA, Camarillo DB. Finding the Spatial Co-Variation of Brain Deformation With Principal Component Analysis. IEEE Trans Biomed Eng 2022;69:3205-3215. [PMID: 35349430 PMCID: PMC9580615 DOI: 10.1109/tbme.2022.3163230] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
18
Zhan X, Li Y, Liu Y, Cecchi NJ, Gevaert O, Zeineh MM, Grant GA, Camarillo DB. Piecewise Multivariate Linearity Between Kinematic Features and Cumulative Strain Damage Measure (CSDM) Across Different Types of Head Impacts. Ann Biomed Eng 2022;50:1596-1607. [PMID: 35922726 DOI: 10.1007/s10439-022-03020-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 07/12/2022] [Indexed: 11/28/2022]
19
Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation. Ann Biomed Eng 2021;49:2901-2913. [PMID: 34244908 DOI: 10.1007/s10439-021-02813-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Accepted: 06/10/2021] [Indexed: 02/08/2023]
20
Identifying Factors Associated with Head Impact Kinematics and Brain Strain in High School American Football via Instrumented Mouthguards. Ann Biomed Eng 2021;49:2814-2826. [PMID: 34549342 PMCID: PMC8906650 DOI: 10.1007/s10439-021-02853-5] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 08/13/2021] [Indexed: 01/04/2023]
21
Liu Y, Domel AG, Cecchi NJ, Rice E, Callan AA, Raymond SJ, Zhou Z, Zhan X, Li Y, Zeineh MM, Grant GA, Camarillo DB. Time Window of Head Impact Kinematics Measurement for Calculation of Brain Strain and Strain Rate in American Football. Ann Biomed Eng 2021;49:2791-2804. [PMID: 34231091 DOI: 10.1007/s10439-021-02821-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 06/22/2021] [Indexed: 01/04/2023]
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