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For: Stowers C, Lee T, Bilionis I, Gosain AK, Tepole AB. Improving reconstructive surgery design using Gaussian process surrogates to capture material behavior uncertainty. J Mech Behav Biomed Mater 2021;118:104340. [PMID: 33756416 PMCID: PMC8087634 DOI: 10.1016/j.jmbbm.2021.104340] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 01/12/2021] [Accepted: 01/15/2021] [Indexed: 10/22/2022]
Number Cited by Other Article(s)
1
Nagle M, Conroy Broderick H, Vedel C, Destrade M, Fop M, Ní Annaidh A. A Gaussian process approach for rapid evaluation of skin tension. Acta Biomater 2024;182:54-66. [PMID: 38750916 DOI: 10.1016/j.actbio.2024.05.025] [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: 02/15/2024] [Revised: 04/17/2024] [Accepted: 05/10/2024] [Indexed: 05/25/2024]
2
Barsimantov Mandel J, Solorio L, Tepole AB. Geometry of adipocyte packing in subcutaneous tissue contributes to nonlinear tissue properties captured through a Gaussian process surrogate model. SOFT MATTER 2024;20:4197-4207. [PMID: 38477130 DOI: 10.1039/d3sm01661g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
3
Song G, Gosain AK, Buganza Tepole A, Rhee K, Lee T. Exploring uncertainty in hyper-viscoelastic properties of scalp skin through patient-specific finite element models for reconstructive surgery. Comput Methods Biomech Biomed Engin 2024:1-15. [PMID: 38339988 DOI: 10.1080/10255842.2024.2313067] [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: 10/11/2023] [Accepted: 01/10/2024] [Indexed: 02/12/2024]
4
Toaquiza Tubon J, Sree VD, Payne J, Solorio L, Tepole AB. Mechanical damage in porcine dermis: Micro-mechanical model and experimental characterization. J Mech Behav Biomed Mater 2023;147:106143. [PMID: 37778167 DOI: 10.1016/j.jmbbm.2023.106143] [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: 02/13/2023] [Revised: 05/25/2023] [Accepted: 09/20/2023] [Indexed: 10/03/2023]
5
Nagle M, Price S, Trotta A, Destrade M, Fop M, Ní Annaidh A. Analysis of In Vivo Skin Anisotropy Using Elastic Wave Measurements and Bayesian Modelling. Ann Biomed Eng 2023:10.1007/s10439-023-03185-2. [PMID: 37022652 DOI: 10.1007/s10439-023-03185-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 03/13/2023] [Indexed: 04/07/2023]
6
Aggarwal A, Jensen BS, Pant S, Lee CH. Strain energy density as a Gaussian process and its utilization in stochastic finite element analysis: application to planar soft tissues. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING 2023;404:115812. [PMID: 37235184 PMCID: PMC10208436 DOI: 10.1016/j.cma.2022.115812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
7
Song G, An J, Tepole AB, Lee T. Bayesian Inference With Gaussian Process Surrogates to Characterize Anisotropic Mechanical Properties of Skin From Suction Tests. J Biomech Eng 2022;144:121003. [PMID: 35788269 PMCID: PMC9445318 DOI: 10.1115/1.4054929] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 06/23/2022] [Indexed: 11/08/2022]
8
Guo Y, Mofrad MRK, Tepole AB. On modeling the multiscale mechanobiology of soft tissues: Challenges and progress. BIOPHYSICS REVIEWS 2022;3:031303. [PMID: 38505274 PMCID: PMC10903412 DOI: 10.1063/5.0085025] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 07/12/2022] [Indexed: 03/21/2024]
9
Spagnoli A, Alberini R, Raposio E, Terzano M. Simulation and optimization of reconstructive surgery procedures on human skin. J Mech Behav Biomed Mater 2022;131:105215. [DOI: 10.1016/j.jmbbm.2022.105215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/16/2022] [Accepted: 04/01/2022] [Indexed: 11/25/2022]
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