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Dr Mingzi Zhang

Dr Mingzi Zhang

Research Associate

Dr Mingzi Zhang holds two PhD degress respectively in Engineering (Tohoku University, Japan) and Biomedical Scienecs (Macquarie University, Australia).

Engineering
Mechanical and Manufacturing Engineering

Dr. Mingzi Zhang is currently a research associate with Dr. Susann Beier in the Faulty of Engineering at the University of New South Wales. He gained a PhD degree in Engineering from Tohoku University (Japan), for his work on the structural optimisation and manufacturing of neurovascular stents. He then obtained a second PhD degree in Biomedical Sciences from Macquarie University, with a thesis into the virtual stenting and simulation-based treatment individualisation for patients with cerebral aneurysms. Prior to switching his research focus onto cerebrovascular diseases, Dr. Zhang had developed a lumped parameter model of human circulatory system over his master’s study, applicable for modelling of various structural and coronary heart diseases.

Throughout his study and research, Dr. Zhang has published over 25 scientific articles in prestigious peer-reviewed academic journals and co-authored 2 book chapters. He has presented in over 20 esteemed academic conferences (including invited talks). Meanwhile, he has been serving as the external peer reviewer for many academic journals. Dr. Zhang’s areas of expertise lie in the computational modelling of cardiovascular and cerebrovascular diseases, structural optimisation and virtual deployment of endovascular stents and surgical implants, and image-based non-invasive estimation of in vivo haemodynamic parameters.

Alongside his effort in unravelling the link between haemodynamics and vascular diseases, Dr. Zhang has been enthusiastic about translating his research outcomes to diagnostic-assisting or treatment-planning tools applicable in clinical settings to improve the quality of patient care. A representative example of such is a virtual stenting platform that can be used by neuro-interventionists to individualise the treatment strategy for intracranial aneurysms. This platform allows the treating clinicians to assess feasibility and examine the deployed stent structures prior to the real treatments. The embedded blood flow evaluation module would meanwhile suggest the optimal treatment plan with the best efficacy in diverting blood flow away from entering the aneurysm sac. The core technologies developed, together with a 3D printing method for fabricating in vitro vascular models, are being commercialised in Japan for neuro-interventionists to rehearse and standardise the care for patients with cerebrovascular diseases.

Location
Ainsworth Building J17 Level 4, Room 401 UNSW, Kensington Campus Sydney NSW 2052 AUSTRALIA
  • Journal articles | 2024
    Wen C; Li B; Yang Y; Feng Y; Liu J; Zhang L; Zhang Y; Li N; Liu J; Wang L; Zhang M; Liu Y, 2024, 'WITHDRAWN: Coronary artery segmentation based on ACMA-Net and unscented Kalman filter algorithm.', Comput Biol Med, pp. 108615,
    Journal articles | 2024
    Zhang M; Gharleghi R; Shen C; Beier S, 2024, 'A new understanding of coronary curvature and haemodynamic impact on the course of plaque onset and progression', Royal Society Open Science, 11,
    Journal articles | 2023
    Cui H; Ma Y; Yang M; Lu Y; Zhang M; Fu L; Fu C; Su B; He C; Xue C; Mei C; Song S, 2023, 'Automatic Segmentation of Kidney Volume Using Multi-Module Hybrid Based U-Shape in Polycystic Kidney Disease', IEEE ACCESS, 11, pp. 58113 - 58124,
    Journal articles | 2023
    Hongbiao S; Shaochun X; Xiang W; YuRun T; Yang L; Mingzi Z; Hua Y; Keyang Z; Chi-Cheng F; Qu F; Pengchen G; Yi X; Shiyuan L, 2023, 'Comparison and verification of two deep learning models for the detection of chest CT rib fractures', Acta Radiologica, 64, pp. 542 - 551,
    Journal articles | 2023
    Liang Z; Zhang M; Hao Y; Shan M; Liu H; Xia Y; Chen Q; Chang G; Wang Y, 2023, 'Risk factors associated with keloid infections: A five-year retrospective study', INTERNATIONAL WOUND JOURNAL, 20, pp. 2215 - 2223,
    Journal articles | 2023
    Liu J; Li B; Zhang Y; Zhang L; Huang S; Sun H; Liu J; Zhao X; Zhang M; Wang W; Liu Y, 2023, 'A high-fidelity geometric multiscale hemodynamic model for predicting myocardial ischemia', Computer Methods and Programs in Biomedicine, 233,
    Journal articles | 2023
    Si L; Li H; Li Z; Zhang M; Chen X; Yu L; Wang HC; Wang Y, 2023, 'The Superficial Fascia System: Anatomical Guideline for Zoning in Liposuction-Assisted Back Contouring', PLASTIC AND RECONSTRUCTIVE SURGERY, 151, pp. 989 - 998,
    Journal articles | 2023
    Si L; Li Z; Li H; Fu L; Zhang M; Qiu Z; Wang X; Wang Y, 2023, 'Anatomical Guidelines for Thigh Lipoplasty Based on Cadaveric Dissection of the Superficial Fascial System in the Thigh', PLASTIC AND RECONSTRUCTIVE SURGERY, 151, pp. 293 - 302,
    Journal articles | 2023
    Zhang M; Hou X; Qian Y; Chong W; Zhang X; Duan CZ; Ou C, 2023, 'Evaluation of aneurysm rupture risk based upon flowrate-independent hemodynamic parameters: A multi-center pilot study', Journal of NeuroInterventional Surgery, 15, pp. 695 - 700,
    Journal articles | 2023
    Zhao K; Zhu X; Zhang M; Xie Z; Yan X; Wu S; Liao P; Lu H; Shen W; Fu C; Cui H; He C; Fang Q; Mei J, 2023, 'Radiologists with assistance of deep learning can achieve overall accuracy of benign–malignant differentiation of musculoskeletal tumors comparable with that of pre-surgical biopsies in the literature', International Journal of Computer Assisted Radiology and Surgery, 18, pp. 1451 - 1458,
    Journal articles | 2023
    Zhao P; Dang Z; Liu M; Guo D; Luo R; Zhang M; Xie F; Zhang X; Wang Y; Pan S; Ma X, 2023, 'Molecular hydrogen promotes wound healing by inducing early epidermal stem cell proliferation and extracellular matrix deposition', INFLAMMATION AND REGENERATION, 43,
    Journal articles | 2022
    Dong X; Zhang M; Li C; Lai C; Song G; Jin X, 2022, 'The Effect of Yes-Associated Protein on the Interaction Between the MEK/Extracellular Signal-Regulated Kinase and Hippo Pathways in Osteoblasts Co-Cultured With Fibroblast Growth Factor Receptor 2-Mutated Dura Cells', JOURNAL OF CRANIOFACIAL SURGERY, 33, pp. 1250 - 1254,
    Journal articles | 2022
    Li B; Liu T; Liu J; Liu Y; Cao B; Zhao X; Wang W; Shi M; Zhang L; Xu K; Chen M; Wen C; Zhang M, 2022, 'Reliability of using generic flow conditions to quantify aneurysmal haemodynamics: A comparison against simulations incorporating boundary conditions measured in vivo', Computer Methods and Programs in Biomedicine, 225,
    Journal articles | 2022
    Li S; Zhang M; Long X; Wang X, 2022, 'Relative perfusion index: An objective, quantitative and noninvasive method for evaluating the severity of keloids', LASERS IN SURGERY AND MEDICINE, 54, pp. 1071 - 1081,
    Journal articles | 2022
    Liu J; Wang X; Li B; Huang S; Sun H; Zhang L; Sun Y; Liu Z; Liu J; Wang L; Zhao X; Wang W; Zhang M; Liu Y, 2022, 'Non-Invasive Quantification of Fraction Flow Reserve Based on Steady-State Geometric Multiscale Models', Frontiers in Physiology, 13,
    Journal articles | 2022
    Mitsuzuka K; Li Y; Nakayama T; Anzai H; Goanno D; Tupin S; Zhang M; Wang H; Horie K; Ohta M, 2022, 'A Parametric Study of Flushing Conditions for Improvement of Angioscopy Visibility', Journal of Functional Biomaterials, 13,
    Journal articles | 2022
    Ou C; Qian Y; Chong W; Hou X; Zhang M; Zhang X; Si W; Duan CZ, 2022, 'A deep learning–based automatic system for intracranial aneurysms diagnosis on three-dimensional digital subtraction angiographic images', Medical Physics, 49, pp. 7038 - 7053,
    Journal articles | 2022
    Ting W; Feng C; Zhang M; Long F; Bai M, 2022, 'Overexpression of microRNA-203 Suppresses Proliferation, Invasion, and Migration while Accelerating Apoptosis of CSCC Cell Line SCL-1 (Retraction of Vol 21, Pg 428, 2020)', MOLECULAR THERAPY-NUCLEIC ACIDS, 28, pp. 592 - 592,
    Journal articles | 2022
    Wang X; Gao M; Xie J; Deng Y; Tu W; Yang H; Liang S; Xu P; Zhang M; Lu Y; Fu CC; Li Q; Fan L; Liu S, 2022, 'Development, Validation, and Comparison of Image-Based, Clinical Feature-Based and Fusion Artificial Intelligence Diagnostic Models in Differentiating Benign and Malignant Pulmonary Ground-Glass Nodules', Frontiers in Oncology, 12,
    Journal articles | 2022
    Yu N; Zhang M; Chen C; Liang Z; Meng T; Pan D; Zhang H; Zhang Q, 2022, 'Giant pilomatrixoma with bullous appearance on the back: A case report and discussion of misdiagnosis', JOURNAL OF COSMETIC DERMATOLOGY, 21, pp. 4245 - 4248,
    Journal articles | 2022
    Zhang M; Li Q; Sun Y, 2022, 'Skin rash caused by EGFR-TKI could be treated successfully by Pien Tze Huang Unguentum Compositum: a case report', JOURNAL OF BIOMEDICAL RESEARCH, 36,
    Journal articles | 2022
    Zhao K; Zhang M; Xie Z; Yan X; Wu S; Liao P; Lu H; Shen W; Fu C; Cui H; Fang Q; Mei J, 2022, 'Deep Learning Assisted Diagnosis of Musculoskeletal Tumors Based on Contrast-Enhanced Magnetic Resonance Imaging', Journal of Magnetic Resonance Imaging, 56, pp. 99 - 107,
    Journal articles | 2021
    Hao Y; Song K; Zhang M; Liu H; Qi Z; Feng C; Wang Y, 2021, 'Investigation of transcriptome profile of ischemia/reperfusion injury of abdominal skin flaps in rats after methane-rich saline treatment using RNA-seq', CLINICAL HEMORHEOLOGY AND MICROCIRCULATION, 78, pp. 127 - 138,
    Journal articles | 2021
    Li G; Wang H; Zhang M; Tupin S; Qiao A; Liu Y; Ohta M; Anzai H, 2021, 'Prediction of 3D Cardiovascular hemodynamics before and after coronary artery bypass surgery via deep learning', Communications Biology, 4,
    Journal articles | 2021
    Li Y; Yoneyama Y; Isoda H; Terada M; Kosugi T; Kosugi T; Zhang M; Ohta M, 2021, 'Haemodynamics in a patient-specific intracranial aneurysm according to experimental and numerical approaches: A comparison of PIV, CFD and PC-MRI', Technology and Health Care, 29, pp. 253 - 267,
    Journal articles | 2021
    Li Y; Zhang M; Tupin S; Mitsuzuka K; Nakayama T; Anzai H; Ohta M, 2021, 'Flush Flow Behaviour Affected by the Morphology of Intravascular Endoscope: A Numerical Simulation and Experimental Study', Frontiers in Physiology, 12,
    Journal articles | 2021
    Zhang M; Li Y; Sugiyama SI; Verrelli DI; Matsumoto Y; Tominaga T; Qian Y; Tupin S; Anzai H; Ohta M, 2021, 'Incomplete stent expansion in flow-diversion treatment affects aneurysmal haemodynamics: a quantitative comparison of treatments affected by different severities of malapposition occurring in different segments of the parent artery', International Journal for Numerical Methods in Biomedical Engineering, 37,
    Journal articles | 2021
    Zhang M; Liu J; Zhang H; Verrelli DI; Wang Q; Hu L; Li Y; Ohta M; Liu J; Zhao X, 2021, 'CTA-Based Non-invasive Estimation of Pressure Gradients Across a CoA: a Validation Against Cardiac Catheterisation', Journal of Cardiovascular Translational Research, 14, pp. 873 - 882,
    Journal articles | 2021
    Zhang M; Tupin S; Anzai H; Kohata Y; Shojima M; Suzuki K; Okamoto Y; Tanaka K; Yagi T; Fujimura S; Ohta M, 2021, 'Implementation of computer simulation to assess flow diversion treatment outcomes: Systematic review and meta-analysis', Journal of NeuroInterventional Surgery, 13, pp. 164 - 170,
    Journal articles | 2021
    Zhang M; Tupin S; Li Y; Ohta M, 2021, 'Association Between Aneurysmal Haemodynamics and Device Microstructural Characteristics After Flow-Diversion Treatments With Dual Stents of Different Sizes: A Numerical Study', Frontiers in Physiology, 12,
    Journal articles | 2019
    Dai Y; Qian Y; Zhang M; Li Y; Lv P; Tang X; Javadzadegan A; Lin J, 2019, 'Associations between local haemodynamics and carotid intraplaque haemorrhage with different stenosis severities: A preliminary study based on MRI and CFD', Journal of Clinical Neuroscience, 66, pp. 220 - 225,
    Journal articles | 2018
    Li Y; Zhang M; Verrelli DI; Chong W; Ohta M; Qian Y, 2018, 'Numerical simulation of aneurysmal haemodynamics with calibrated porous-medium models of flow-diverting stents', Journal of Biomechanics, 80, pp. 88 - 94,
    Journal articles | 2017
    LI Y; ZHANG M; SEN I; OHTA M, 2017, 'Haemodynamic simulation of flow-diverting stent efficacy using porous medium method', The Proceedings of Mechanical Engineering Congress, Japan, 2017, pp. J0230205 - J0230205,
    Journal articles | 2017
    ZHANG M; LI Y; ANZAI H; SEN I; OHTA M, 2017, 'Introduction of numerical simulation being applied to the study of aneurysm treatment with flow-diverting stent', The Proceedings of Mechanical Engineering Congress, Japan, 2017, pp. J0230204 - J0230204,
    Journal articles | 2017
    Zhang M; Li Y; Zhao X; Verrelli DI; Chong W; Ohta M; Qian Y, 2017, 'Haemodynamic effects of stent diameter and compaction ratio on flow-diversion treatment of intracranial aneurysms: A numerical study of a successful and an unsuccessful case', Journal of Biomechanics, 58, pp. 179 - 186,
    Journal articles | 2016
    Zhang M; Anzai H; Chopard B; Ohta M, 2016, 'Towards the patient-specific design of flow diverters made from helix-like wires: An optimization study', BioMedical Engineering Online, 15,
    Journal articles | 2015
    Zhao X; Liu Y; Ding J; Ren X; Bai F; Zhang M; Ma L; Wang W; Xie J; Qiao A, 2015, 'Hemodynamic effects of the anastomoses in the modified blalock-taussig shunt: A numerical study using a 0D/3D coupling method', Journal of Mechanics in Medicine and Biology, 15,
    Journal articles | 2014
    Ma L; Liu Y; Zhao X; Ren X; Bai F; Ding J; Zhang M; Wang W; Xie J; Zhang H; Zhao Z; Han H, 2014, 'Hemodynamic Influence of Different Pulmonary Stenosis Degree in Glenn Procedure: A Numerical Study', Advances in Mechanical Engineering, 2014,
    Journal articles | 2014
    Ren XC; Liu YJ; Bai F; Zhao X; Zhang MZ; Ding JL; Ma LC; Xie JS, 2014, 'Hemodynamics-based numerical comparison between two options of modified B-T shunt', Yiyong Shengwu Lixue/Journal of Medical Biomechanics, 29, pp. 146 - 153
    Journal articles | 2013
    Zhang MZ; Liu YJ; Xie JS; Zhao X; Ren XC; Bai F; Ding JL, 2013, 'Numerical study on multiscale simulation for hemodynamics of systemic-pulmonary shunt procedure based on lattice Boltzmann method', Yiyong Shengwu Lixue/Journal of Medical Biomechanics, vol. 28, pp. 642 - 647
  • Conference Papers | 2017
    Li Y; Zhang M; Verrelli DI; Yang W; Chong W; Ohta M; Qian Y, 2017, 'Sensitivity study on modelling a flow-diverting stent as a porous medium using computational fluid dynamics', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 3389 - 3392,
    Conference Papers | 2017
    Zhang M; Li Y; Verrelli DI; Chong W; Ohta M; Qian Y, 2017, 'Applying computer simulation to the design of flow-diversion treatment for intracranial aneurysms', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 3385 - 3388,
    Conference Papers | 2014
    Zhao X; Liu Y; Ding J; Zhang M; Fu W; Bai F; Ren X; Qiao A, 2014, 'Multiscale study on hemodynamics in patient-specific thoracic aortic coarctation', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 57 - 64,

2021-2023, Principle Investigator, Collaborative Research Projects (J21I074 & J22I075), IFS, Tohoku University, Japan.

University Affiliations

Honorary Research Fellow at Macquarie Medical School, Macquarie University, Australia
Collaborative Researcher at the Biofluid Dynamics Lab, Institute of Fluid Science, Tohoku University, Japan

Professional Memberships

The Japanese Society of Mechanical Engineers (JSME)
Institute of Electrical and Electronics Engineers (IEEE)
Institution of Engineers Australia (EA)

Peer Reviewer of Academic Journals

Computers in Biology and Medicine
Computer Methods and Programs in Biomedicine
Technology and Health Care
Journal of Vascular and Interventional Radiology
Frontiers in Physiology/Neuroscience
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