Associate Professor Susann Beier

Associate Professor

BE (Hon) Mechanical Engineering
ME Chemical and Materials Engineering
PhD Biomedical Sciences

Engineering

Mechanical and Manufacturing Engineering

Dr. Susann Beier is a renowned researcher in the field of biomedical engineering, specialising in cardiovascular health and machine learning. Her outstanding contributions to the area are evidenced by her prestigious awards, including the International Cardiovascular Innovations Award and the National Heart Foundation Research Fellowship in New Zealand. As a Fellow of the Cardiovascular Society of Australia and New Zealand, Dr. Beier has been recognised as a leading expert in cardiovascular...

Dr. Beier's research focuses on risk assessment and prevention in cardiovascular health through medical image analysis and advanced computational biofluids modelling using high-performance computing. Her work is fundamental and applied, strongly emphasising developing innovative solutions that address cardiovascular health challenges.

Through her leadership as the head of the Sydney Vascular Modelling Group (SVMG), Dr Beier has spearheaded groundbreaking research projects that leverage the latest advances in machine learning and AI to improve cardiovascular health outcomes. The group's cutting-edge research can revolutionise the biomedical and bioengineering field.

With over 50 peer-reviewed research outputs, Dr. Beier's work has been widely recognised and has significantly impacted the field. As the Associate Editor of Biomedical Engineering Online, she continues contributing to the scientific community by publishing new research and mentoring the next generation of researchers.

As a result, Dr Beier's research presents exciting opportunities for PhD projects that will allow students to contribute to the cutting-edge work of the Sydney Vascular Modelling Group and advance the field of biomedical and bioengineering. By combining expertise in machine learning, AI, and biomedical engineering, students can make a meaningful impact on preventing and treating heart attacks and other cardiovascular conditions.

PHD PROJECTS AVAILABLE.

Phone

+61 2 9385 7580

E-mail

s.beier@unsw.edu.au

Location

Ainsworth Building J17 Level 4, Room 401D UNSW, Kensington Campus Sydney NSW 2052 AUSTRALIA

Publications
Grants
Awards
Research Activities
Teaching and Supervision

Book Chapters | 2017

Beier S; Ormiston J; Webster M; Cater J; Norris S; Medrano-Gracia P; Young A; Cowan B, 2017, 'Chapter 9 Vascular Hemodynamics with Computational Modeling and Experimental Studies', in Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting, Elsevier, pp. 227 - 251, http://dx.doi.org/10.1016/b978-0-12-811018-8.00009-6

Book Chapters | 2017

Beier S; Ormiston J; Webster M; Cater J; Norris S; Medrano-Gracia P; Young A; Cowan B, 2017, 'Vascular Hemodynamics with Computational Modeling and Experimental Studies', in Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting, pp. 227 - 251, http://dx.doi.org/10.1016/B978-0-12-811018-8.00009-6

Book Chapters | 2017

Ormiston JA; Webber B; Sathananthan J; Medrano-Gracia P; Beier S; Webster MWI, 2017, 'Bench testing for polymeric bioresorbable scaffolds', in Bioresorbable Scaffolds, CRC Press, pp. 53 - 59, http://dx.doi.org/10.1201/9781315380629-8

Book Chapters | 2017

Ormiston JO; Webber BW; SATHANANTHAN JS; Medrano PM; Beier S; Webster MW, 2017, 'Bench testing for polymeric bioresorbable scaffolds', in Bioresorbable Scaffolds: From Basic Concept to Clinical Applications

Book Chapters | 2017

Scanlon JS; Onuma OY; Serruys PS; Deitzel JD; Ormiston JO; Webber BW; Sathananthan J; Medrano PM; Beier S; Webster MW, 2017, 'From bench test to preclinical assessment', in Bioresorbable Scaffolds: From Basic Concept to Clinical Applications
Journal articles | 2025

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

Journal articles | 2025

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

Journal articles | 2025

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

Journal articles | 2025

Kapoor A; Ray T; Jepson N; Beier S, 2025, 'Comprehensive Geometric Parameterization and Computationally Efficient 3D Shape Matching Optimization of Realistic Stents', Journal of Mechanical Design, 147, http://dx.doi.org/10.1115/1.4066961

Journal articles | 2025

Li J; Zhou Z; Yang J; Pepe A; Gsaxner C; Luijten G; Qu C; Zhang T; Chen X; Li W; Wodzinski M; Friedrich P; Xie K; Jin Y; Ambigapathy N; Nasca E; Solak N; Melito GM; Vu VD; Memon AR; Schlachta C; De Ribaupierre S; Patel R; Eagleson R; Chen X; Mächler H; Kirschke JS; De La Rosa E; Christ PF; Li HB; Ellis DG; Aizenberg MR; Gatidis S; Küstner T; Shusharina N; Heller N; Andrearczyk V; Depeursinge A; Hatt M; Sekuboyina A; Löffler MT; Liebl H; Dorent R; Vercauteren T; Shapey J; Kujawa A; Cornelissen S; Langenhuizen P; Ben-Hamadou A; Rekik A; Pujades S; Boyer E; Bolelli F; Grana C; Lumetti L; Salehi H; Ma J; Zhang Y; Gharleghi R; Beier S; Sowmya A; Garza-Villarreal EA; Balducci T; Angeles-Valdez D; Souza R; Rittner L; Frayne R; Ji Y; Ferrari V; Chatterjee S; Dubost F; Schreiber S; Mattern H; Speck O; Haehn D; John C; Nürnberger A; Pedrosa J; Ferreira C; Aresta G; Cunha A; Campilho A; Suter Y; Garcia J; Lalande A; Vandenbossche V; Van Oevelen A; Duquesne K; Mekhzoum H; Vandemeulebroucke J; Audenaert E; Krebs C; Van Leeuwen T; Vereecke E; Heidemeyer H; Röhrig R; Hölzle F; Badeli V; Krieger K; Gunzer M, 2025, 'MedShapeNet - a large-scale dataset of 3D medical shapes for computer vision', Biomedizinische Technik, 70, pp. 71 - 90, http://dx.doi.org/10.1515/bmt-2024-0396

Journal articles | 2025

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

Journal articles | 2024

Kapoor A; Jepson N; Bressloff NW; Loh PH; Ray T; Beier S, 2024, 'The road to the ideal stent: A review of stent design optimisation methods, findings, and opportunities', Materials and Design, 237, pp. 112556, http://dx.doi.org/10.1016/j.matdes.2023.112556

Journal articles | 2024

Keramati H; Wu L; Beier S; Lu X; Cabanag M; Kushwaha V, 2024, 'Applications and advances of immersive technology in cardiology', Current Problems in Cardiology, 49, pp. 102762, http://dx.doi.org/10.1016/j.cpcardiol.2024.102762

Journal articles | 2024

Liu T; Wang J; Wong S; Razjigaev A; Beier S; Peng S; Do TN; Song S; Chu D; Wang CH; Lovell NH; Wu L, 2024, 'A Review on the Form and Complexity of Human–Robot Interaction in the Evolution of Autonomous Surgery', Advanced Intelligent Systems, 6, http://dx.doi.org/10.1002/aisy.202400197

Journal articles | 2024

Mazher M; Razzak I; Qayyum A; Tanveer M; Beier S; Khan T; Niederer SA, 2024, 'Self-supervised spatial–temporal transformer fusion based federated framework for 4D cardiovascular image segmentation', Information Fusion, 106, http://dx.doi.org/10.1016/j.inffus.2024.102256

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

Journal articles | 2023

Gharleghi R; Adikari D; Ellenberger K; Webster M; Ellis C; Sowmya A; Ooi S; Beier S, 2023, 'Annotated computed tomography coronary angiogram images and associated data of normal and diseased arteries', Scientific Data, 10, http://dx.doi.org/10.1038/s41597-023-02016-2

Journal articles | 2023

Glombek M; Zhang S; Shen C; Gharleghi R; Li D; Beier S, 2023, 'A Novel Approach to Coronary Artery Tree Generation', Heart Lung and Circulation, 32, pp. s223, http://dx.doi.org/10.1016/j.hlc.2023.06.228

Journal articles | 2023

Zuin M; Chatzizisis YS; Beier S; Shen C; Colombo A; Rigatelli G, 2023, 'Role of secondary flows in coronary artery bifurcations before and after stenting: What is known so far?', Cardiovascular Revascularization Medicine, 55, pp. 83 - 87, http://dx.doi.org/10.1016/j.carrev.2023.06.018

Journal articles | 2022

Adikari D; Gharleghi R; Zhang S; Jorm L; Sowmya A; Moses D; Ooi SY; Beier S, 2022, 'A new and automated risk prediction of coronary artery disease using clinical endpoints and medical imaging-derived patient-specific insights: protocol for the retrospective GeoCAD cohort study', BMJ open, 12, pp. e054881, http://dx.doi.org/10.1136/bmjopen-2021-054881

Journal articles | 2022

Beier S; Armour W; Chen X; Renaud-Assemat I, 2022, 'Rethinking Authentic Assessment - A Peer-Assessed Virtual conference for Online Collaborative Learning', International Journal of Engineering Education, 38, pp. 1677 - 1688

Journal articles | 2022

Beier S; Armour W; Chen X; Renaud-Assemat I, 2022, 'Rethinking Authentic Assessments - A Peer-Assessed Virtual Conference for Online Collaborative Learning', International Journal of Engineering Education, 38, pp. 1667 - 1688

Journal articles | 2022

Gharleghi R; Adikari D; Ellenberger K; Ooi SY; Ellis C; Chen CM; Gao R; He Y; Hussain R; Lee CY; Li J; Ma J; Nie Z; Oliveira B; Qi Y; Skandarani Y; Vilaça JL; Wang X; Yang S; Sowmya A; Beier S, 2022, 'Automated segmentation of normal and diseased coronary arteries – The ASOCA challenge', Computerized Medical Imaging and Graphics, 97, pp. 102049, http://dx.doi.org/10.1016/j.compmedimag.2022.102049

Journal articles | 2022

Gharleghi R; Chen N; Sowmya A; Beier S, 2022, 'Towards automated coronary artery segmentation: A systematic review', Computer Methods and Programs in Biomedicine, 225, pp. 107015, http://dx.doi.org/10.1016/j.cmpb.2022.107015

Journal articles | 2022

Gharleghi R; Dessalles CA; Lal R; McCraith S; Sarathy K; Jepson N; Otton J; Barakat AI; Beier S, 2022, 'Correction to: 3D Printing for Cardiovascular Applications: From End-to-End Processes to Emerging Developments (Annals of Biomedical Engineering, (2021), 49, 7, (1598-1618), 10.1007/s10439-021-02784-1)', Annals of Biomedical Engineering, 50, pp. 233 - 233, http://dx.doi.org/10.1007/s10439-021-02894-w

Journal articles | 2022

Gharleghi R; Sowmya A; Beier S, 2022, 'Transient wall shear stress estimation in coronary bifurcations using convolutional neural networks', Computer Methods and Programs in Biomedicine, 225, pp. 107013, http://dx.doi.org/10.1016/j.cmpb.2022.107013

Journal articles | 2022

Kashyap V; Gharleghi R; Li DD; McGrath-Cadell L; Graham RM; Ellis C; Webster M; Beier S, 2022, 'Accuracy of vascular tortuosity measures using computational modelling', Scientific Reports, 12, pp. 865, http://dx.doi.org/10.1038/s41598-022-04796-w

Journal articles | 2021

Gharleghi R; Dessalles CA; Lal R; McCraith S; Sarathy K; Jepson N; Otton J; Barakat AI; Beier S, 2021, '3D Printing for Cardiovascular Applications: From End-to-End Processes to Emerging Developments', Annals of Biomedical Engineering, 49, pp. 1598 - 1618, http://dx.doi.org/10.1007/s10439-021-02784-1

Journal articles | 2021

Gharleghi R; Wright H; Luvio V; Jepson N; Luo Z; Senthurnathan A; Babaei B; Prusty BG; Ray T; Beier S, 2021, 'A multi-objective optimization of stent geometries', Journal of Biomechanics, 125, pp. 110575, http://dx.doi.org/10.1016/j.jbiomech.2021.110575

Journal articles | 2021

Otton J; Leong CN; Al Abed A; Alharbi Y; Beier S; Dokos S, 2021, 'TCT-410 Computational Flow Dynamic Simulation of Transcatheter Mitral Valve Implantation Indicates That Multiple Anatomical Factors Contribute to Postprocedural Outflow Tract Obstruction', Journal of the American College of Cardiology, 78, pp. B168 - B168, http://dx.doi.org/10.1016/j.jacc.2021.09.1263

Journal articles | 2021

Shen C; Gharleghi R; Li DD; Stevens M; Dokos S; Beier S, 2021, 'Secondary flow in bifurcations – Important effects of curvature, bifurcation angle and stents', Journal of Biomechanics, 129, pp. 110755, http://dx.doi.org/10.1016/j.jbiomech.2021.110755

Journal articles | 2021

Xue H; Saha SC; Beier S; Jepson N; Luo Z, 2021, 'Topological Optimization of Auxetic Coronary Stents Considering Hemodynamics', Frontiers in Bioengineering and Biotechnology, 9, http://dx.doi.org/10.3389/fbioe.2021.728914

Journal articles | 2020

Bautista F; Gharleghi R; Beier S, 2020, '353 In Vivo Like Coronary Phantoms With Disease and Anisotropic Behaviour', Heart, Lung and Circulation, 29, pp. S193 - S193, http://dx.doi.org/10.1016/j.hlc.2020.09.360

Journal articles | 2020

Gharleghi R; Samarasinghe G; Sowmya A; Beier S, 2020, '377 Machine Learning to Predict Hemodynamic Risk in Left Main Bifurcations', Heart, Lung and Circulation, 29, pp. S207 - S207, http://dx.doi.org/10.1016/j.hlc.2020.09.384

Journal articles | 2020

Lal R; Cabanag M; Dominguez L; Ooi S; Beier S, 2020, '627 Towards Preoperative PCI Procedure Planning With Virtual Reality', Heart Lung and Circulation, 29, pp. s319 - s320, http://dx.doi.org/10.1016/j.hlc.2020.09.634

Journal articles | 2020

Senthurnathan A; Gharleghi R; Prusty G; Beier S, 2020, '614 Longitudinal Strength of Coronary Stents – A Validation Study', Heart, Lung and Circulation, 29, pp. S314 - S314, http://dx.doi.org/10.1016/j.hlc.2020.09.621

Journal articles | 2020

Senthurnathan A; Gharleghi R; Wright H; Liu J; Prusty G; Ray T; Beier S, 2020, '596 Assessment of Longitudinal Integrity of Stents Optimized for Haemodynamic Performance', Heart, Lung and Circulation, 29, pp. S305 - S306, http://dx.doi.org/10.1016/j.hlc.2020.09.603

Journal articles | 2020

Xue H; Luo Z; Brown T; Beier S, 2020, 'Design of Self-Expanding Auxetic Stents Using Topology Optimization', Frontiers in Bioengineering and Biotechnology, 8, http://dx.doi.org/10.3389/fbioe.2020.00736

Journal articles | 2019

Beier S; Ormiston J; Webster M; Medrano P; Masoud-Ansari S; Cowan B, 2019, 'Coronary Artery Shape as a New Biomarker - Anatomical Features Linked to Adverse Haemodynamics', Heart, Lung and Circulation, 28, pp. S245 - S245, http://dx.doi.org/10.1016/j.hlc.2019.06.261

Journal articles | 2017

Medrano-Gracia P; Ormiston J; Webster M; Beier S; Ellis C; Wang C; Smedby Ö; Young A; Cowan B, 2017, 'A Study of Coronary Bifurcation Shape in a Normal Population', Journal of Cardiovascular Translational Research, 10, pp. 82 - 90, http://dx.doi.org/10.1007/s12265-016-9720-2

Journal articles | 2017

Ormiston JO; Kassab GK; Finet GF; Chatzizisis YSC; Foin NF; Mickley TJM; Chiastra CC; Murasato YM; Hikichi TH; Wentzel JJW; Darremont OD; Iwasaki IK; Lefevre TL; Louvard YL; Beier S; Hojeibane HH; Netravali AN; Wooton JW; Cowan BC; Webster MIW; Medrano PM; Stankovic GS, 2017, 'Bench Testing and Coronary Artery Bifurcations: A Consensus Document from the European Bifurcation Club.', Eurointervention

Journal articles | 2016

Beier S; Ormiston J; Webster M; Cater J; Norris S; Medrano-Gracia P; Young A; Cowan B, 2016, 'Hemodynamics in Idealized Stented Coronary Arteries: Important Stent Design Considerations', Annals of Biomedical Engineering, 44, pp. 315 - 329, http://dx.doi.org/10.1007/s10439-015-1387-3

Journal articles | 2016

Beier S; Ormiston J; Webster M; Cater J; Norris S; Medrano-Gracia P; Young A; Cowan B, 2016, 'Impact of bifurcation angle and other anatomical characteristics on blood flow - A computational study of non-stented and stented coronary arteries', Journal of Biomechanics, 49, pp. 1570 - 1582, http://dx.doi.org/10.1016/j.jbiomech.2016.03.038

Journal articles | 2016

Beier S; Ormiston J; Webster M; Cater J; Norris S; Medrano-Gracia P; Young A; Cowan BR, 2016, 'A new method to quantify coronary flow conditions using dynamically scaled in vitro phase contrast magnetic resonance imaging', Journal of Cardiovascular Magnetic Resonance, 18, pp. P103 - P103, http://dx.doi.org/10.1186/1532-429x-18-s1-p103

Journal articles | 2016

Beier S; Ormiston JA; Webster MW; Cater JE; Norris SE; Medrano-Gracia P; Young AA; Cowan BR, 2016, 'Dynamically scaled phantom phase contrast MRI compared to true-scale computational modeling of coronary artery flow', Journal of Magnetic Resonance Imaging, 44, pp. 983 - 992, http://dx.doi.org/10.1002/jmri.25240

Journal articles | 2016

Medrano-Gracia P; Ormiston J; Webster M; Beier S; Young A; Ellis C; Wang C; Smedby Ö; Cowan B, 2016, 'A computational atlas of normal coronary artery anatomy', EuroIntervention, 12, pp. 845 - 854, http://dx.doi.org/10.4244/EIJV12I7A139

Journal articles | 2015

Beier S; Ormiston JO; Webster MW; Cater JC; Norris SN; Medrano PM; Young AY; Cowan BC, 2015, 'Overcoming spatio-temporal limitations using dynamically scaled in vitro PC-MRI-A comparison to real scale CFD of idealised, stented and patient left main geometries', MICCAI

Journal articles | 2015

Medrano PM; Ormiston JO; Webster MW; Beier S; Ellis CE; Wang CW; Cowan BC; Young AY, 2015, 'A Statistical Model of the Main Bifurcation of the Left Coronary Artery using Coherent Point Drift', miccai

Journal articles | 2014

Beier S; Ormiston J; Webster M; Cater J; Medrano-Gracia P; Young A; Cowan BR, 2014, 'Coronary artery bifurcation haemodynamics - comparison between phase contrast MRI and computational fluid dynamics', Journal of Cardiovascular Magnetic Resonance, 16, pp. P224 - P224, http://dx.doi.org/10.1186/1532-429x-16-s1-p224

Journal articles | 2014

Medrano ; Ormiston ; Webster ; Beier S; Ellis ; Wang CW; Cowan BC; Young AY, 2014, 'Construction of a coronary artery atlas from CT angiography', International Conference on Medical Image Computing and Computer-Assisted

Journal articles | 2013

Beier S; Ormiston J; Webster M; Cater J; Medrano-Gracia P; Young A; Cowan B, 2013, 'Ex-Vivo Stented Coronary Artery Hemodynamics Using 4D Flow Measurements and Computational Flow Dynamics (CFD)', Heart, Lung and Circulation, 22, pp. S40 - S41, http://dx.doi.org/10.1016/j.hlc.2013.05.096

Journal articles | 2012

Fortin H; Kandev N; Fafard M, 2012, 'FEM analysis of voltage drop in the anode connector induced by steel stub diameter reduction', Finite Elements in Analysis and Design, 52, pp. 71 - 82, http://dx.doi.org/10.1016/j.finel.2011.10.006

Journal articles | 2012

Ormiston JA; Beier S; Cowan B; Webster MWI, 2012, 'Reply', JACC: Cardiovascular Interventions, 5, pp. 362 - 363, http://dx.doi.org/10.1016/j.jcin.2012.02.001

Journal articles | 2011

Beier S; Chen JJJC; Fortin HF; Fafard MF, 2011, 'FEM analysis of the anode connection in aluminium reduction cells', Journal of Light Metals
Preprints | 2025

Shen C; Zhang M; Keramati H; Almeida D; Beier S, 2025, High-Intensity Helical Flow: A Double-Edged Sword in Coronary Artery Haemodynamics, http://dx.doi.org/10.48550/arxiv.2502.06161

Preprints | 2025

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, http://dx.doi.org/10.48550/arxiv.2502.20406

Preprints | 2024

Gharleghi R; Zhang M; Shen C; Webster M; Ellis C; Beier S, 2024, Assessing Left Main Bifurcation Anatomy and Haemodynamics: A Potential Surrogate for Disease Risk in Suspected Coronary Artery Disease Without Stenosis?, http://dx.doi.org/10.48550/arxiv.2401.12504

Preprints | 2023

Gharleghi R; Zhang M; Adikari D; McGrath-Cadell L; Graham RM; Wentzel J; Webster M; Ellis C; Ooi S-Y; Beier S, 2023, Sex-Specific Variances in Anatomy and Blood Flow of the Left Main Coronary Bifurcation: Implications for Coronary Artery Disease Risk, http://dx.doi.org/10.48550/arxiv.2311.18489

Preprints | 2023

Kapoor A; Jepson N; Bressloff NW; Loh PH; Ray T; Beier S, 2023, The Road to the Ideal Stent: A Review of Stent Design Optimisation Methods, Findings, and Opportunities, http://dx.doi.org/10.48550/arxiv.2309.08092

Preprints | 2023

Li J; Zhou Z; Yang J; Pepe A; Gsaxner C; Luijten G; Qu C; Zhang T; Chen X; Li W; Wodzinski M; Friedrich P; Xie K; Jin Y; Ambigapathy N; Nasca E; Solak N; Melito GM; Vu VD; Memon AR; Schlachta C; De Ribaupierre S; Patel R; Eagleson R; Chen X; Mächler H; Kirschke JS; de la Rosa E; Christ PF; Li HB; Ellis DG; Aizenberg MR; Gatidis S; Küstner T; Shusharina N; Heller N; Andrearczyk V; Depeursinge A; Hatt M; Sekuboyina A; Löffler M; Liebl H; Dorent R; Vercauteren T; Shapey J; Kujawa A; Cornelissen S; Langenhuizen P; Ben-Hamadou A; Rekik A; Pujades S; Boyer E; Bolelli F; Grana C; Lumetti L; Salehi H; Ma J; Zhang Y; Gharleghi R; Beier S; Sowmya A; Garza-Villarreal EA; Balducci T; Angeles-Valdez D; Souza R; Rittner L; Frayne R; Ji Y; Ferrari V; Chatterjee S; Dubost F; Schreiber S; Mattern H; Speck O; Haehn D; John C; Nürnberger A; Pedrosa J; Ferreira C; Aresta G; Cunha A; Campilho A; Suter Y; Garcia J; Lalande A; Vandenbossche V; Van Oevelen A; Duquesne K; Mekhzoum H; Vandemeulebroucke J; Audenaert E; Krebs C; van Leeuwen T; Vereecke E; Heidemeyer H; Röhrig R; Hölzle F; Badeli V; Krieger K; Gunzer M; Chen J; van Meegdenburg T; Dada A; Balzer M; Fragemann J; Jonske F; Rempe M; Malorodov S; Bahnsen FH; Seibold C; Jaus A; Marinov Z; Jaeger PF; Stiefelhagen R; Santos AS; Lindo M; Ferreira A; Alves V; Kamp M; Abourayya A; Nensa F; Hörst F; Brehmer A; Heine L; Hanusrichter Y; Weßling M; Dudda M; Podleska LE; Fink MA; Keyl J; Tserpes K; Kim M-S; Elhabian S; Lamecker H; Zukić D; Paniagua B; Wachinger C; Urschler M; Duong L; Wasserthal J; Hoyer PF; Basu O; Maal T; Witjes MJH; Schiele G; Chang T-C; Ahmadi S-A; Luo P; Menze B; Reyes M; Deserno TM; Davatzikos C; Puladi B; Fua P; Yuille AL; Kleesiek J; Egger J, 2023, MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision, http://dx.doi.org/10.48550/arxiv.2308.16139

Preprints | 2023

Zhang M; Gharleghi R; Shen C; Beier S, 2023, Exploring the Interplay of Left Coronary Tree Anatomy and Haemodynamics: Implications for Plaque Formation, http://dx.doi.org/10.48550/arxiv.2312.00257

Conference Papers | 2023

Zhang S; Gharleghi R; Singh S; Sowmya A; Beier S, 2023, 'Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation', in Bailey D; Punchihewa A; Paturkar A (eds.), Proceedings of the 2023 38th International Conference Image and Vision Computing New Zealand (IVCNZ), IEEE, Palmerston North, New Zealand, presented at IVCNZ 2023 Image and Vision Computing, Palmerston North, New Zealand, 29 November 2023 - 30 November 2023, http://dx.doi.org/10.1109/IVCNZ61134.2023.10343804

Preprints | 2023

Zhang S; Gharleghi R; Singh S; Sowmya A; Beier S, 2023, Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation, http://arxiv.org/abs/2310.10002v1

Conference Papers | 2022

Chen N; Gharleghi R; Sowmya A; Beier S, 2022, 'Learning Left Main Bifurcation Shape Features with an Autoencoder', in Proceedings - International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), INDIA, Kolkata, pp. 1 - 4, presented at 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), INDIA, Kolkata, 28 March 2022 - 31 March 2022, http://dx.doi.org/10.1109/ISBI52829.2022.9761591

Preprints | 2022

Gharleghi R; Adikari D; Ellenberger K; Webster M; Ellis C; Sowmya A; Ooi S-Y; Beier S, 2022, Computed tomography coronary angiogram images, annotations and associated data of normal and diseased arteries, http://dx.doi.org/10.48550/arxiv.2211.01859

Conference Papers | 2022

Shen C; Gharleghi R; Li DD; Beier S, 2022, 'Helical Flow in Healthy and Diseased Patient-specific Coronary Bifurcations', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 3977 - 3980, presented at 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), United States, 11 July 2022 - 15 July 2022, http://dx.doi.org/10.1109/EMBC48229.2022.9871374

Conference Papers | 2022

Shen C; Zhang M; Beier S, 2022, 'The Role of Diameter Variation in Investigation of Coronary Tortuosity', in Lei C; Thornber B; Armfield S (eds.), Proceedings of the 23rd Australasian Fluid Mechanics Conference, Australasian Fluid Mechanics Society, Sydney, pp. 1 - 6, presented at The 23rd Australasian Fluid Mechanics Conference – 23AFMC, Sydney, 04 December 2022 - 08 December 2022, http://dx.doi.org/10.26190/unsworks/28731

Conference Papers | 2021

Otton J; Leong CN; Al Abed A; Alharbi Y; Beier S; Dokos S, 2021, 'Computational Flow Dynamic Simulation of Transcatheter Mitral Valve Implantation Indicates That Multiple Anatomical Factors Contribute to Postprocedural Outflow Tract Obstruction', in JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, ELSEVIER SCIENCE INC, pp. B168 - B168, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000715526900386&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Conference Papers | 2020

Gharleghi R; Samarasinghe G; Sowmya A; Beier S, 2020, 'Deep Learning for Time Averaged Wall Shear Stress Prediction in Left Main Coronary Bifurcations', in Proceedings - International Symposium on Biomedical Imaging, pp. 818 - 821, http://dx.doi.org/10.1109/ISBI45749.2020.9098715

Conference Papers | 2020

Shen C; Canchi T; Gharleghi R; Beier S, 2020, 'Impact of Curvature, Bifurcation and Stenting on Secondary Flow in Idealised and Realistic Coronary Arteries', in 22nd Australasian Fluid Mechanics Conference, AFMC 2020, University of Queensland Library, presented at Proceedings of the 22nd Australasian Fluid Mechanics Conference AFMC2020, http://dx.doi.org/10.14264/9d492ee

Conference Papers | 2019

Gharleghi R; Wright H; Khullar S; Liu J; Ray T; Beier S, 2019, 'Advanced Multi-objective Design Analysis to Identify Ideal Stent Design', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shenzhen, China, pp. 193 - 200, presented at MLMECH, Shenzhen, China, 13 October 2019, http://dx.doi.org/10.1007/978-3-030-33327-0_23

Conference Papers | 2019

Masoud-Ansari S; Ormiston J; Webster M; Pontre B; Cowan B; Beier S, 2019, 'Towards validating stent induced micro flow patterns in left main coronary artery bifurcations', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 5749 - 5752, http://dx.doi.org/10.1109/EMBC.2019.8856419

Conference Papers | 2019

2019, 'An immersed boundary method for hemodynamics involving complex geometries'

Conference Papers | 2016

Beier S; Ormiston J; Webster M; Cater J; Norris S; Medrano-Gracia P; Young A; Gilbert K; Cowan B, 2016, 'Overcoming spatio-temporal limitations using dynamically scaled in vitro PC-MRI - A flow field comparison to true-scale computer simulations of idealized, stented and patient-specific left main bifurcations', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 1220 - 1223, http://dx.doi.org/10.1109/EMBC.2016.7590925

Conference Papers | 2014

Medrano-Gracia P; Ormiston J; Webster M; Beier S; Ellis C; Wang C; Young AA; Cowan BR, 2014, 'Construction of a coronary artery atlas from CT angiography', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 513 - 520, http://dx.doi.org/10.1007/978-3-319-10470-6_64

Conference Papers | 2011

Beier S; Chen JJJ; Fortin H; Fafard M, 2011, 'FEM analysis of the anode connection in aluminium reduction cells', in TMS Light Metals, pp. 979 - 984

NHF Vanguard $150,000, 2023
NHMRC Ideas, $490,000, 2022
NSW Capacity Building, $485,000, 2022
NHMRC Idea $593,000, 2021
NHF Vanguard $150,000, 2020
RIS 3D soft printing $250,000, 2019
Auckland Medical Research Foundation (AMRF) NZD $153,000, 2017
Auckland Academic Health Alliance (AAHA) NZD $100,000, 2016
Cardiovascular Research Innovations Grant by the Cardiovascular Society of Australia and New Zealand $35,000, 2016

Eng Future Women Leaders Conference Award (Monash University, University of Melbourne and UNSW), 2019
The Australian Academy of Sciences Travel Award for ECR, 2018
Heart Foundation Fellowship, 2017
Visiting Fellow, Stanford University, 2017
Cardiovascular Research Innovations Award by the Cardiovascular Society of Australia and New Zealand, 2016
Auckland Charitable Heart Trust, Research Fellowship, 2015
Emerging Research of the Year Award, 2015
Emerging Research of the Year Award, 2013
Laval University Travel Award, 2010

Susann heads the Sydney Vascular Modelling Group SVMG, which drives important engineering innovations in cardiovascular medicine (see outputs).

See the Coronary Atlas website and the Sydney Vascular Modelling Group's page for more info.

Speaking

Australian Bifurcation Club ABC, Sydney, Keynote 2020, 2021, 2023
European Bifurcation Club EBC, Sydney, Keynote annually since 2017
IEEE Engineering Medicine and Biology Society EMBS 2019
Invited Chair, European Bifurcation Club EBC, Brussel, 2018
European Bifurcation Club EBC, Porto, Portugal, 2017
European Bifurcation Club EBC, Rotterdam, Netherlands, Keynote, 2016
Research Bazaar ResBaz, Auckland, New Zealand, Keynote, 2016
Annual Meeting of the Cardiovascular Society CSANZ, Auckland, New Zealand, Keynote, 2015
MICCAI CVII-STENT, presentation, 2015
European Bifurcation Club EBC, presentation, 2015

My Teaching

MECH9650 Micro- and Biofluidics - see this link for our student-co-developed electronic and interactive textbook

GSOE8920 Project Management

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Associate Professor Susann Beier

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