Hao Gao

Dr. Hao Gao

School of Mathematics and Statistics, University of Glasgow, Glasgow, UK
orcid

Research Focus & Metrics

Academic Career Length

20Years (2007-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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8 December 2015 in Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
Verified
Journal Article
Open access
SLSander Land
Sander Land
VGViatcheslav Gurev
Viatcheslav Gurev
SASander Arens
Sander Arens
CAChristoph Michael Augustin
Christoph Michael Augustin
LBLukas Baron
Lukas Baron
SNSteven A. Niederer
Steven A. Niederer
Models of cardiac mechanics are increasingly used to investigate cardiac physiology. These models are characterized by a high level of complexity, including the particular anisotropic material properties of biological tissue and the actively contracting material. A large number of independent simulation codes have been developed, but a consistent way of verifying the accuracy and replicability of simulations is lacking. To aid in the verification of current and future cardiac mechanics solvers, this study provides three benchmark problems for cardiac mechanics. These benchmark problems test the ability to accurately simulate pressure-type forces that depend on the deformed objects geometry, anisotropic and spatially varying material properties similar to those seen in the left ventricle and active contractile forces. The benchmark was solved by 11 different groups to generate consensus solutions, with typical differences in higher-resolution solutions at approximately 0.5%, and consistent results between linear, quadratic and cubic finite elements as well as different approaches to simulating incompressible materials. Online tools and solutions are made available to allow these tests to be effectively used in verification of future cardiac mechanics software.

27 June 2012 in International Journal for Numerical Methods in Biomedical Engineering
Verified
Journal Article
Open access
PDF file
HWH. M. Wang
H. M. Wang
HGHao Gao
Hao Gao
XLX. Y. Luo
X. Y. Luo
CBC. Berry
C. Berry
BGB. E. Griffith
B. E. Griffith
TWT. J. Wang
T. J. Wang
SUMMARY: Finite strain analyses of the left ventricle provide important information on heart function and have the potential to provide insights into the biomechanics of myocardial contractility in health and disease. Systolic dysfunction is the most common cause of heart failure; however, abnormalities of diastolic function also contribute to heart failure, and are associated with conditions including left ventricular hypertrophy and diabetes. The clinical significance of diastolic abnormalities is less well understood than systolic dysfunction, and specific treatments are presently lacking. To obtain qualitative and quantitative information on heart function in diastole, we develop a three‐dimensional computational model of the human left ventricle that is derived from noninvasive imaging data. This anatomically realistic model has a rule‐based fibre structure and a structure‐based constitutive model. We investigate the sensitivity of this comprehensive model to small changes in the constitutive parameters and to changes in the fibre distribution. We make extensive comparisons between this model and similar models that employ different constitutive models, and we demonstrate qualitative and quantitative differences in stress and strain distributions for the different constitutive models. We also provide an initial validation of our model through comparisons to experimental data on stress and strain distributions in the left ventricle. Copyright © 2012 John Wiley & Sons, Ltd.

30 January 2015 in Journal of Engineering Mathematics
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Journal Article
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HGHao Gao
Hao Gao
WLW. G. Li
W. G. Li
LCL. Cai
L. Cai
CBC. Berry
C. Berry
XLX. Y. Luo
X. Y. Luo
A central problem in biomechanical studies of personalized human left ventricular (LV) modelling is to estimate material properties from in vivo clinical measurements. In this work we evaluate the passive myocardial mechanical properties inversely from the in vivo LV chamber pressure–volume and strain data. The LV myocardium is described using a structure-based orthotropic Holzapfel–Ogden constitutive law with eight parameters. In the first part of the paper we demonstrate how to use a multi-step non-linear least-squares optimization procedure to inversely estimate the parameters from the pressure–volume and strain data obtained from a synthetic LV model in diastole. In the second part, we show that to apply this procedure to clinical situations with limited in vivo data, additional constraints are required in the optimization procedure. Our study, based on three different healthy volunteers, demonstrates that the parameters of the Holzapfel–Ogden law could be extracted from pressure–volume and strain data with a suitable multi-step optimization procedure. Although the uniqueness of the solution cannot be addressed using our approaches, the material response is shown to be robustly determined.

25 July 2017 in Medical Engineering & Physics
Verified
Journal Article
Open access
HGHao Gao
Hao Gao
LFLiuyang Feng
Liuyang Feng
NQNan Qi
Nan Qi
CBColin Berry
Colin Berry
BGBoyce E. Griffith
Boyce E. Griffith
XLXiaoyu Luo
Xiaoyu Luo
Understanding the interaction between the valves and walls of the heart is important in assessing and subsequently treating heart dysfunction. This study presents an integrated model of the mitral valve (MV) coupled to the left ventricle (LV), with the geometry derived from in vivo clinical magnetic resonance images. Numerical simulations using this coupled MV-LV model are developed using an immersed boundary/finite element method. The model incorporates detailed valvular features, left ventricular contraction, nonlinear soft tissue mechanics, and fluid-mediated interactions between the MV and LV wall. We use the model to simulate cardiac function from diastole to systole. Numerically predicted LV pump function agrees well with in vivo data of the imaged healthy volunteer, including the peak aortic flow rate, the systolic ejection duration, and the LV ejection fraction. In vivo MV dynamics are qualitatively captured. We further demonstrate that the diastolic filling pressure increases significantly with impaired myocardial active relaxation to maintain a normal cardiac output. This is consistent with clinical observations. The coupled model has the potential to advance our fundamental knowledge of mechanisms underlying MV-LV interaction, and help in risk stratification and optimisation of therapies for heart diseases.

27 August 2019 in International Journal for Numerical Methods in Biomedical Engineering
Verified
Journal Article
Open access
PDF file
LFLiuyang Feng
Liuyang Feng
HGHao Gao
Hao Gao
BGBoyce E. Griffith
Boyce E. Griffith
SNSteven A. Niederer
Steven A. Niederer
XLXiaoyu Luo
Xiaoyu Luo
We present a coupled left atrium‐mitral valve model based on computed tomography scans with fibre‐reinforced hyperelastic materials. Fluid‐structure interaction is realised by using an immersed boundary‐finite element framework. Effects of pathological conditions, eg, mitral valve regurgitation and atrial fibrillation, and geometric and structural variations, namely, uniform vs non‐uniform atrial wall thickness and rule‐based vs atlas‐based fibre architectures, on the system are investigated. We show that in the case of atrial fibrillation, pulmonary venous flow reversal at late diastole disappears, and the filling waves at the left atrial appendage orifice during systole have reduced magnitude. In the case of mitral regurgitation, a higher atrial pressure and disturbed flows are seen, especially during systole, when a large regurgitant jet can be found with the suppressed pulmonary venous flow. We also show that both the rule‐based and atlas‐based fibre defining methods lead to similar flow fields and atrial wall deformations. However, the changes in wall thickness from non‐uniform to uniform tend to underestimate the atrial deformation. Using a uniform but thickened wall also lowers the overall strain level. The flow velocity within the left atrial appendage, which is important in terms of appendage thrombosis, increases with the thickness of the left atrial wall. Energy analysis shows that the kinetic and dissipation energies of the flow within the left atrium are altered differently by atrial fibrillation and mitral valve regurgitation, providing a useful indication of the atrial performance in pathological situations.

1 July 2009 in Journal of Biomechanics
Verified
Journal Article
Closed access
HGHao Gao
Hao Gao
QLQuan Long
Quan Long
MGMartin John Graves
Martin John Graves
JGJonathan H. Gillard
Jonathan H. Gillard
ZLZhiyong Li
Zhiyong Li