Liang Zhong

Liang Zhong


Research Focus & Metrics

Academic Career Length

22Years (2005-Present)

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

Representative Publications

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10 July 2015 in BioMedical Engineering OnLine
Verified
Journal Article
Open access
PDF file
SLShuang Leng
Shuang Leng
RTRu San Tan
Ru San Tan
KCKevin Tshun Chuan Chai
Kevin Tshun Chuan Chai
CWChao Wang
Chao Wang
Dhanjoo N. GhistaDhanjoo N. Ghista
Dhanjoo N. Ghista
LZLiang Zhong
Liang Zhong
Most heart diseases are associated with and reflected by the sounds that the heart produces. Heart auscultation, defined as listening to the heart sound, has been a very important method for the early diagnosis of cardiac dysfunction. Traditional auscultation requires substantial clinical experience and good listening skills. The emergence of the electronic stethoscope has paved the way for a new field of computer-aided auscultation. This article provides an in-depth study of (1) the electronic stethoscope technology, and (2) the methodology for diagnosis of cardiac disorders based on computer-aided auscultation. The paper is based on a comprehensive review of (1) literature articles, (2) market (state-of-the-art) products, and (3) smartphone stethoscope apps. It covers in depth every key component of the computer-aided system with electronic stethoscope, from sensor design, front-end circuitry, denoising algorithm, heart sound segmentation, to the final machine learning techniques. Our intent is to provide an informative and illustrative presentation of the electronic stethoscope, which is valuable and beneficial to academics, researchers and engineers in the technical field, as well as to medical professionals to facilitate its use clinically. The paper provides the technological and medical basis for the development and commercialization of a real-time integrated heart sound detection, acquisition and quantification system.

26 June 2018 in Frontiers in Physiology
Verified
Journal Article
Open access
PDF file
LZLiang Zhong
Liang Zhong
JZJunmei Zhang
Junmei Zhang
BSBoyang Su
Boyang Su
RTRu San Tan
Ru San Tan
JAJohn C. Allen
John C. Allen
GKGhassan S. Kassab
Ghassan S. Kassab
The emergence of new cardiac diagnostics and therapeutics of the heart has given rise to the challenging field of virtual design and testing of technologies in a patient-specific environment. Given the recent advances in medical imaging, computational power and mathematical algorithms, patient-specific cardiac models can be produced from cardiac images faster, and more efficiently than ever before. The emergence of patient-specific computational fluid dynamics (CFD) has paved the way for the new field of computer-aided diagnostics. This article provides a review of CFD methods, challenges and opportunities in coronary and intra-cardiac flow simulations. It includes a review of market products and clinical trials. Key components of patient-specific CFD are covered briefly which include image segmentation, geometry reconstruction, mesh generation, fluid-structure interaction, and solver techniques.

25 August 2016 in BioMedical Engineering OnLine
Verified
Journal Article
Open access
PDF file
SDSiamak N. Doost
Siamak N. Doost
Dhanjoo N. GhistaDhanjoo N. Ghista
Dhanjoo N. Ghista
BSBoyang Su
Boyang Su
LZLiang Zhong
Liang Zhong
YMYosry (Yos) Morsi
Yosry (Yos) Morsi
Cardiovascular disease (CVD), the leading cause of death today, incorporates a wide range of cardiovascular system malfunctions that affect heart functionality. It is believed that the hemodynamic loads exerted on the cardiovascular system, the left ventricle (LV) in particular, are the leading cause of CVD initiation and propagation. Moreover, it is believed that the diagnosis and prognosis of CVD at an early stage could reduce its high mortality and morbidity rate. Therefore, a set of robust clinical cardiovascular assessment tools has been introduced to compute the cardiovascular hemodynamics in order to provide useful insights to physicians to recognize indicators leading to CVD and also to aid the diagnosis of CVD. Recently, a combination of computational fluid dynamics (CFD) and different medical imaging tools, image-based CFD (IB-CFD), has been widely employed for cardiovascular functional assessment by providing reliable hemodynamic parameters. Even though the capability of CFD to provide reliable flow dynamics in general fluid mechanics problems has been widely demonstrated for many years, up to now, the clinical implications of the IB-CFD patient-specific LVs have not been applicable due to its limitations and complications. In this paper, we review investigations conducted to numerically simulate patient-specific human LV over the past 15 years using IB-CFD methods. Firstly, we divide different studies according to the different LV types (physiological and different pathological conditions) that have been chosen to reconstruct the geometry, and then discuss their contributions, methodologies, limitations, and findings. In this regard, we have studied CFD simulations of intraventricular flows and related cardiology insights, for (i) Physiological patient-specific LV models, (ii) Pathological heart patient-specific models, including myocardial infarction, dilated cardiomyopathy, hypertrophic cardiomyopathy and hypoplastic left heart syndrome. Finally, we discuss the current stage of the IB-CFD LV simulations in order to mimic realistic hemodynamics of patient-specific LVs. We can conclude that heart flow simulation is on the right track for developing into a useful clinical tool for heart function assessment, by (i) incorporating most of heart structures’ (such as heart valves) operations, and (ii) providing useful diagnostic indices based hemodynamic parameters, for routine adoption in clinical usage.

23 January 2014 in International Journal for Numerical Methods in Biomedical Engineering
Verified
Journal Article
Closed access
PDF file
JZJunmei Zhang
Junmei Zhang
LZLiang Zhong
Liang Zhong
BSBoyang Su
Boyang Su
MWMin Wan
Min Wan
JYJinq Shya Yap
Jinq Shya Yap
RTRu San Tan
Ru San Tan

1 August 2020 in Radiology
Verified
Journal Article
Closed access
SLShuang Leng
Shuang Leng
HGHeng Ge
Heng Ge
JHJie He
Jie He
LKLingcong Kong
Lingcong Kong
YYYining Yang
Yining Yang
JPJun Pu
Jun Pu
Left atrial strain derived by using cardiac MRI was associated major adverse cardiac events after ST-segment elevation myocardial infarction, overriding outcome predictors such as left atrial volum... Background Left atrial (LA) dysfunction is associated with morbidity and mortality. To the knowledge of the authors, the relationship of LA strain to long-term prognosis in participants with ST-seg...

1 April 2016 in Computer Methods and Programs in Biomedicine
Verified
Journal Article
Closed access
SDSiamak N. Doost
Siamak N. Doost
LZLiang Zhong
Liang Zhong
BSBoyang Su
Boyang Su
YMYosry (Yos) Morsi
Yosry (Yos) Morsi