By Dr Mingzi Zhang

Journal articles

Gharleghi R; Zhang M; Shen C; Webster M; Ellis C; Beier S, 2025, 'Assessing left main bifurcation anatomy and haemodynamics as a potential surrogate for disease risk in suspected coronary artery disease without stenosis', Scientific Reports, 15, http://dx.doi.org/10.1038/s41598-024-73490-w

Zhang M; Keramati H; Gharleghi R; Beier S, 2025, 'Reliability of characterising coronary artery flow with the flow-split outflow strategy: Comparison against the multiscale approach', Computer Methods and Programs in Biomedicine, 263, pp. 108669, http://dx.doi.org/10.1016/j.cmpb.2025.108669

Colombo A; Chiastra C; Gallo D; Loh PH; Dokos S; Zhang M; Keramati H; Carbonaro D; Migliavacca F; Ray T; Jepson N; Beier S, 2025, 'Advancements in Coronary Bifurcation Stenting Techniques: Insights From Computational and Bench Testing Studies', International Journal for Numerical Methods in Biomedical Engineering, 41, pp. e70000, http://dx.doi.org/10.1002/cnm.70000

Gharleghi R; Zhang M; Adikari D; Mcgrath-Cadell L; Graham RM; Wentzel JJ; Webster M; Ellis C; Ooi SY; Beier S, 2025, 'Sex-Specific Variances in Anatomy and Blood Flow of the Left Main Coronary Bifurcation: Implications for Coronary Artery Disease Risk', IEEE Transactions on Biomedical Engineering, PP, pp. 1 - 8, http://dx.doi.org/10.1109/TBME.2025.3536161

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, pp. 241267, http://dx.doi.org/10.1098/rsos.241267

Wen C; Li B; Yang Y; Feng Y; Liu J; Zhang L; Zhang Y; Li N; Liu J; Wang L; Zhang M; Liu Y, 2024, 'WITHDRAWN: Coronary artery segmentation based on ACMA-Net and unscented Kalman filter algorithm.', Comput Biol Med, pp. 108615, http://dx.doi.org/10.1016/j.compbiomed.2024.108615

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, http://dx.doi.org/10.1007/s11548-023-02838-w

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, http://dx.doi.org/10.1136/neurintsurg-2022-018691

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, http://dx.doi.org/10.1016/j.cmpb.2023.107476

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, http://dx.doi.org/10.1177/02841851221083519

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, http://dx.doi.org/10.1109/ACCESS.2023.3284029

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, http://dx.doi.org/10.1002/mp.15846

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, http://dx.doi.org/10.1016/j.cmpb.2022.107034

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, http://dx.doi.org/10.1002/jmri.28025

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, http://dx.doi.org/10.3389/fonc.2022.892890

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, http://dx.doi.org/10.3390/jfb13020069

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, http://dx.doi.org/10.3389/fphys.2022.881826

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, http://dx.doi.org/10.1038/s42003-020-01638-1

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, http://dx.doi.org/10.3389/fphys.2021.733767

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, http://dx.doi.org/10.1007/s12265-020-10092-7

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, http://dx.doi.org/10.1002/cnm.3465

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, http://dx.doi.org/10.3389/fphys.2021.663668

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, http://dx.doi.org/10.1136/neurintsurg-2020-016724

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, http://dx.doi.org/10.3233/THC-202252

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, http://dx.doi.org/10.1016/j.jocn.2019.05.041

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, http://dx.doi.org/10.1016/j.jbiomech.2018.08.026

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, http://dx.doi.org/10.1016/j.jbiomech.2017.05.001

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, http://dx.doi.org/10.1299/jsmemecj.2017.j0230205

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, http://dx.doi.org/10.1299/jsmemecj.2017.j0230204

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, http://dx.doi.org/10.1186/s12938-016-0257-z

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, http://dx.doi.org/10.1142/S0219519415500177

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, http://dx.doi.org/10.1155/2014/472370

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

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, 28, pp. 642 - 647

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