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Optical Coherence Elastography: Methodology for Viscoelastic Characterization
Optical Coherence Elastography: Methodology for Viscoelastic Characterization
상세정보
- 자료유형
- 학위논문 서양
- 최종처리일시
- 20250211153032
- ISBN
- 9798346857129
- DDC
- 621
- 저자명
- Wang, Ziwei.
- 서명/저자
- Optical Coherence Elastography: Methodology for Viscoelastic Characterization
- 발행사항
- [Sl] : Northwestern University, 2024
- 발행사항
- Ann Arbor : ProQuest Dissertations & Theses, 2024
- 형태사항
- 136 p
- 주기사항
- Source: Dissertations Abstracts International, Volume: 86-06, Section: B.
- 주기사항
- Advisor: Balogun, Oluwaseyi.
- 학위논문주기
- Thesis (Ph.D.)--Northwestern University, 2024.
- 초록/해제
- 요약Understanding the viscoelastic properties of soft materials and biological tissues is essential for applications such as optimizing bioprocesses to manufacture biofilms, designing crosslinking surgeries for corneal tissues, etc. Traditional rheological testing methods, such as shear rheometry and dynamic tensile tests, are only capable of bulk viscoelastic characterizations at low frequencies (100 Hz) at room temperature. Furthermore, they are not suitable for spherical beads or in-vivo tissues characterizations. Shear wave based optical coherence elastography (OCE) relies on interferometry and localize shear wave measurements at high frequencies (up to ~10 kHz), is an emerging non-destructive technique to characterize soft material viscoelastic properties. However, existing OCE methods often assume simplistic rheological behavior over wide frequency ranges and frequently overlook shear wave amplitude decay related to viscous energy loss, leading to incomplete viscoelastic property estimations.This thesis develops and validates advanced viscoelastic characterization methodologies by integrating OCE with finite element analysis (FEA) for nondestructive, localized assessment of soft materials. Specifically, we enhanced OCE techniques by implementing a frequency-domain measurement approach that captures both shear wave speed and amplitude decay over a wide frequency range (1-10 kHz). This advancement allows for the estimation of frequency-dependent shear storage (G') and loss (G'') moduli, providing detailed viscoelastic spectra of the materials studied. High spatial resolution (ranging from 100 µm to 10 mm) was achieved, enabling detection of local variations in elastic and viscoelastic properties within heterogeneous materials. FEA wave propagation models were developed, incorporating hyperelasticity (using the Yeoh model for large deformations), generalized viscoelasticity (through generalized Maxwell models), and shear anisotropy to simulate materials such as corneal tissues.The methodologies were applied to granular biofilms, polyvinyl alcohol-sodium alginate (PVA-SA) hydrogels, porcine corneal tissues, and the soft silicone elastomer (EcoFlex 0010). For biofilms, the study reveals a moderate inverse relationship between biofilm size (diameter from 0.5 mm to 2 mm) and near-surface shear modulus, with cross-sectional measurements indicating decreasing modulus from biofilm surface to core, indicating material heterogeneity. In PVA-SA hydrogels, Young's modulus depends on both pH and polymerization time. Higher crosslinking density is led to increased stiffness of hydrogel beads. In corneal tissues, the developed shear-orthotropic viscoelastic models account for the corneal shear-anisotropy that is sensitive to elastic wave propagation speed and modes. Frequency dependent shear storage and loss moduli of cornea increase with intraocular pressures (10 mmHg - 35 mmHg), indicating strong nonlinear behavior of cornea. For the polymeric sample, the integration of Yeoh hyperelastic model and generalized Maxwell viscoelastic modeling captures the wave speeds and decay factors under various stretch ratios (1 to 2), highlighting the need for hyperelastic viscoelastic models when dealing with large static deformations in OCE measurements of soft materials.The findings demonstrate that combining frequency-domain OCE with generalized viscoelastic numerical modeling provides a robust framework for the accurate viscoelastic characterization of soft materials. By addressing limitations in existing OCE methods - specifically, the assumption of simplistic rheological behavior and neglect of amplitude decay - our approach enables detailed viscoelastic property estimation over a wide frequency range, accounting for complex material behaviors such as anisotropy and nonlinear elasticity. The methodologies developed have significant potential to inform biofilm engineering practices, enhance corneal health diagnostics and treatment planning, and improve the design and characterization of soft materials in biomedical and environmental engineering applications.
- 일반주제명
- Mechanical engineering
- 일반주제명
- Ophthalmology
- 일반주제명
- Polymer chemistry
- 키워드
- Viscoelasticity
- 기타저자
- Northwestern University Mechanical Engineering
- 기본자료저록
- Dissertations Abstracts International. 86-06B.
- 전자적 위치 및 접속
- 로그인 후 원문을 볼 수 있습니다.
MARC
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■020 ▼a9798346857129
■035 ▼a(MiAaPQ)AAI31636221
■040 ▼aMiAaPQ▼cMiAaPQ
■0820 ▼a621
■1001 ▼aWang, Ziwei.▼0(orcid)0000-0003-2451-8691
■24510▼aOptical Coherence Elastography: Methodology for Viscoelastic Characterization
■260 ▼a[Sl]▼bNorthwestern University▼c2024
■260 1▼aAnn Arbor▼bProQuest Dissertations & Theses▼c2024
■300 ▼a136 p
■500 ▼aSource: Dissertations Abstracts International, Volume: 86-06, Section: B.
■500 ▼aAdvisor: Balogun, Oluwaseyi.
■5021 ▼aThesis (Ph.D.)--Northwestern University, 2024.
■520 ▼aUnderstanding the viscoelastic properties of soft materials and biological tissues is essential for applications such as optimizing bioprocesses to manufacture biofilms, designing crosslinking surgeries for corneal tissues, etc. Traditional rheological testing methods, such as shear rheometry and dynamic tensile tests, are only capable of bulk viscoelastic characterizations at low frequencies (100 Hz) at room temperature. Furthermore, they are not suitable for spherical beads or in-vivo tissues characterizations. Shear wave based optical coherence elastography (OCE) relies on interferometry and localize shear wave measurements at high frequencies (up to ~10 kHz), is an emerging non-destructive technique to characterize soft material viscoelastic properties. However, existing OCE methods often assume simplistic rheological behavior over wide frequency ranges and frequently overlook shear wave amplitude decay related to viscous energy loss, leading to incomplete viscoelastic property estimations.This thesis develops and validates advanced viscoelastic characterization methodologies by integrating OCE with finite element analysis (FEA) for nondestructive, localized assessment of soft materials. Specifically, we enhanced OCE techniques by implementing a frequency-domain measurement approach that captures both shear wave speed and amplitude decay over a wide frequency range (1-10 kHz). This advancement allows for the estimation of frequency-dependent shear storage (G') and loss (G'') moduli, providing detailed viscoelastic spectra of the materials studied. High spatial resolution (ranging from 100 µm to 10 mm) was achieved, enabling detection of local variations in elastic and viscoelastic properties within heterogeneous materials. FEA wave propagation models were developed, incorporating hyperelasticity (using the Yeoh model for large deformations), generalized viscoelasticity (through generalized Maxwell models), and shear anisotropy to simulate materials such as corneal tissues.The methodologies were applied to granular biofilms, polyvinyl alcohol-sodium alginate (PVA-SA) hydrogels, porcine corneal tissues, and the soft silicone elastomer (EcoFlex 0010). For biofilms, the study reveals a moderate inverse relationship between biofilm size (diameter from 0.5 mm to 2 mm) and near-surface shear modulus, with cross-sectional measurements indicating decreasing modulus from biofilm surface to core, indicating material heterogeneity. In PVA-SA hydrogels, Young's modulus depends on both pH and polymerization time. Higher crosslinking density is led to increased stiffness of hydrogel beads. In corneal tissues, the developed shear-orthotropic viscoelastic models account for the corneal shear-anisotropy that is sensitive to elastic wave propagation speed and modes. Frequency dependent shear storage and loss moduli of cornea increase with intraocular pressures (10 mmHg - 35 mmHg), indicating strong nonlinear behavior of cornea. For the polymeric sample, the integration of Yeoh hyperelastic model and generalized Maxwell viscoelastic modeling captures the wave speeds and decay factors under various stretch ratios (1 to 2), highlighting the need for hyperelastic viscoelastic models when dealing with large static deformations in OCE measurements of soft materials.The findings demonstrate that combining frequency-domain OCE with generalized viscoelastic numerical modeling provides a robust framework for the accurate viscoelastic characterization of soft materials. By addressing limitations in existing OCE methods - specifically, the assumption of simplistic rheological behavior and neglect of amplitude decay - our approach enables detailed viscoelastic property estimation over a wide frequency range, accounting for complex material behaviors such as anisotropy and nonlinear elasticity. The methodologies developed have significant potential to inform biofilm engineering practices, enhance corneal health diagnostics and treatment planning, and improve the design and characterization of soft materials in biomedical and environmental engineering applications.
■590 ▼aSchool code: 0163.
■650 4▼aMechanical engineering
■650 4▼aOphthalmology
■650 4▼aPolymer chemistry
■653 ▼aOptical coherence elastography
■653 ▼aBiological tissues
■653 ▼aFinite element analysis
■653 ▼aViscoelasticity
■653 ▼aHyperelastic model
■690 ▼a0548
■690 ▼a0381
■690 ▼a0495
■71020▼aNorthwestern University▼bMechanical Engineering.
■7730 ▼tDissertations Abstracts International▼g86-06B.
■790 ▼a0163
■791 ▼aPh.D.
■792 ▼a2024
■793 ▼aEnglish
■85640▼uhttp://www.riss.kr/pdu/ddodLink.do?id=T17164690▼nKERIS▼z이 자료의 원문은 한국교육학술정보원에서 제공합니다.


