Prof Steve Greenwald
BA PhD
Key Publications
- Association of arterial stiffness with single nucleotide polymorphism rs1333049 and metabolic risk factors
Phababpha S, Kukongviriyapan U, Pakdeechote P, Senggunprai L, Kukongviriyapan V, Settasatian C, Tatsanavivat P, Intharaphet P, Senthong V, Komanasin N, Settasatian N and Greenwald SE
Cardiovascular Diabetology vol. 12
01-01-2013 - Noncontact imaging photoplethysmography to effectively access pulse rate variability
Sun Y, Hu S, Azorin-Peris V, Kalawsky R and Greenwald S
Journal of Biomedical Optics, Pubmed vol. 18 (6)
01-01-2013 - Use of ambient light in remote photoplethysmographic systems: comparison between a high-performance camera and a low-cost webcam
Sun Y, Papin C, Azorin-Peris V, Kalawsky R, Greenwald S and Hu S
Journal of Biomedical Optics vol. 17 (3)
01-01-2012 - Motion-compensated noncontact imaging photoplethysmography to monitor cardiorespiratory status during exercise
Sun Y, Hu S, Azorin-Peris V, Greenwald S, Chambers J and Zhu Y
Journal of Biomedical Optics vol. 16 (7)
01-01-2011 - Structural inhomogeneity and fiber orientation in the inner arterial media
Timmins LH, Wu QF, Yeh AT, Moore JE and Greenwald SE
Am J Physiol-Heart C vol. 298 (5), H1537-H1545.
01-05-2010
All Publications
Page 1 of 4
2025
- DIEN: A dual-factor iterative enhancement network with the global Re-calibration feature for coronary artery segmentation
Yang J, Hong P, Xu B, Wang L, Xu L, Chen D, Peng C, Ping A, Yang B, Zhang X and Greenwald SE
Biomedical Signal Processing and Control, Elsevier vol. 102
01-04-2025 - Automated pericardium segmentation and epicardial adipose tissue quantification from computed tomography images
Wang Y, Wang A, Wang L, Tan W, Xu L, Wang J, Li S, Liu J, Sun Y, Yang B and Greenwald S
Biomedical Signal Processing and Control, Elsevier vol. 100
01-02-2025
2024
- CT-Less Whole-Body Bone Segmentation of PET Images Using a Multimodal Deep Learning Network
Bao N, Zhang J, Li Z, Wei S, Greenwald SE, Onofrey JA, Lu Y and Xu L
IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers (IEEE) vol. PP (99), 1-16.
18-11-2024 - Doppler Radar Sensor-Based Fall Detection Using a Convolutional Bidirectional Long Short-Term Memory Model
Li Z, Du J, Zhu B, Greenwald SE, Xu L, Yao Y and Bao N
Sensors, Mdpi vol. 24 (16)
20-08-2024 - Manipulation of Post-Prandial Hyperglycaemia in Type 2 Diabetes: An Update for Practitioners
Shibib L, Al-Qaisi M, Guess N, Miras AD, Greenwald SE, Pelling M and Ahmed A
Diabetes Metabolic Syndrome and Obesity, Taylor & Francis vol. 17, 3111-3130.
01-08-2024 - Clinical Validation of Carotid-Femoral Pulse Wave Velocity Measurement Using a Multi-Beam Laser Vibrometer: The CARDIS Study
Badhwar S, Marais L, Khettab H, Poli F, Li Y, Segers P, Aasmul S, de Melis M, Baets R, Greenwald S, Bruno RM and Boutouyrie P
Hypertension, Wolters Kluwer vol. 81 (9), 1986-1995.
27-06-2024 - Patient-specific non-invasive estimation of the aortic blood pressure waveform by ultrasound and tonometry
Zhou S, Xu K, Fang Y, Alastruey J, Vennin S, Yang J, Wang J, Xu L, Wang X and Greenwald SE
Computer Methods and Programs in Biomedicine, Elsevier vol. 247
16-02-2024
2023
- COACT: Coronary artery centerline tracker
Li X, Ji L, Zhang R, You H, Xu L, Greenwald SE, Sun Y, Zhang L and Yang B
Medical Physics, Wiley vol. 51 (5), 3541-3554.
07-12-2023 - TSP-UDANet: two-stage progressive unsupervised domain adaptation network for automated cross-modality cardiac segmentation
Wang Y, Zhang Y, Xu L, Qi S, Yao Y, Qian W, Greenwald SE and Qi L
Neural Computing and Applications, Springer Nature vol. 35 (30), 22189-22207.
11-09-2023 - Automatic coronary artery segmentation of CCTA images using UNet with a local contextual transformer
Wang Q, Xu L, Wang L, Yang X, Sun Y, Yang B and Greenwald SE
Frontiers in Physiology, Frontiers vol. 14
22-08-2023 - Three-dimensional numerical analysis of wall stress induced by asymmetric oscillation of microbubble trains inside micro-vessels
Ri J, Pang N, Bai S, Xu J, Xu L, Ri S, Yao Y and Greenwald SE
Physics of Fluids, Aip Publishing vol. 35 (1)
01-01-2023
2022
- Editorial: In vivo opto-physiological imaging
Hu S, Greenwald S, Dwyer V, Spigulis J and Guo Y
Frontiers in Physics, Frontiers vol. 10
29-09-2022 - Automatic Coronary Artery Segmentation of CCTA Images With an Efficient Feature-Fusion-and-Rectification 3D-UNet
Song A, Xu L, Wang L, Wang B, Yang X, Xu B, Yang B and Greenwald SE
IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers (IEEE) vol. 26 (8), 4044-4055.
01-08-2022 - Reversal and Remission of T2DM – An Update for Practitioners
Shibib L, Al-Qaisi M, Ahmed A, Miras AD, Nott D, Pelling M, Greenwald SE and Guess N
Vascular Health and Risk Management, Taylor & Francis vol. 18, 417-443.
01-06-2022 - Estimation of central pulse wave velocity from radial pulse wave analysis
Yao Y, Zhou S, Alastruey J, Hao L, Greenwald SE, Zhang Y and Xu L
Computer Methods and Programs in Biomedicine, Elsevier vol. 219
27-03-2022 - Improving the accuracy and robustness of carotid-femoral pulse wave velocity measurement using a simplified tube-load model
Xu L, Zhou S, Wang L, Yao Y, Hao L, Qi L, Han H, Mukkamala R and Greenwald SE
Scientific Reports, Springer Nature vol. 12 (1)
25-03-2022 - Statistical Analysis of the Consistency of HRV Analysis Using BCG or Pulse Wave Signals
Cui H, Wang Z, Yu B, Jiang F, Geng N, Li Y, Xu L, Zheng D, Zhang B, Lu P and Greenwald SE
Sensors, Mdpi vol. 22 (6)
21-03-2022 - Noninvasive estimation of aortic pressure waveform based on simplified Kalman filter and dual peripheral artery pressure waveforms
Liu W, Du S, Zhou S, Mei T, Zhang Y, Sun G, Song S, Xu L, Yao Y and Greenwald SE
Computer Methods and Programs in Biomedicine, Elsevier vol. 219
17-03-2022 - Relationship between epicardial fat volume on cardiac CT and atherosclerosis severity in three-vessel coronary artery disease: a single-center cross-sectional study
Sun Y, Li X-G, Xu K, Hou J, You H-R, Zhang R-R, Qi M, Zhang L-B, Xu L-S, Greenwald SE and Yang B-Q
Bmc Cardiovascular Disorders, Springer Nature vol. 22 (1)
04-03-2022 - Detection and Localization of Myocardial Infarction Based on Multi-Scale ResNet and Attention Mechanism
Cao Y, Liu W, Zhang S, Xu L, Zhu B, Cui H, Geng N, Han H and Greenwald SE
Frontiers in Physiology, Frontiers vol. 13
28-01-2022
2021
- Estimation of coronary artery movement using a non-rigid registration with global-local structure preservation
Xu B, Yang B, Xiao J, Song A, Wang B, Wang L, Xu L, Greenwald SE and Yao Y
Computers in Biology and Medicine, Elsevier vol. 141
08-12-2021 - A Bi-Directional LSTM Network for Estimating Continuous Upper Limb Movement from Surface Electromyography
Ma C, Lin C, Samuel OW, Guo W, Zhang H, Greenwald S, Xu L and Li G
IEEE Robotics and Automation Letters vol. 6 (4), 7217-7224.
01-10-2021 - Noncontact Heart Rate Measurement Using a Webcam, Based on Joint Blind Source Separation and a Skin Reflection Model: For a Wide Range of Imaging Conditions
Zhang B, Li H, Xu L, Qi L, Yao Y and Greenwald SE
Journal of Sensors vol. 2021
14-07-2021 - Automatic quantification of epicardial adipose tissue volume
Li X, Sun Y, Xu L, Greenwald SE, Zhang L, Zhang R, You H and Yang B
Medical Physics, Wiley vol. 48 (8), 4279-4290.
29-06-2021 - Aortic pressure waveform reconstruction using a multi-channel Newton blind system identification algorithm
Liu W, Li Z, Wang Y, Song D, Ji N, Xu L, Mei T, Sun Y and Greenwald SE
Computers in Biology and Medicine, Elsevier vol. 135
08-06-2021 - Elastase treatment of tendon specifically impacts the mechanical properties of the interfascicular matrix
Godinho MSC, Thorpe CT, Greenwald SE and Screen H
Acta Biomaterialia, Elsevier
26-01-2021
2020
- P.44 Application of an Algorithm Developed for Measuring Gastrointestinal Motility to the Assessment of Arterial Mechanical Properties
Bard A, Greenwald S and Sarkar S
Artery Research, Springer Nature vol. 26 (Suppl 1), s66-s67.
01-12-2020 - Quality evaluation of signals collected by portable ECG devices using dimensionality reduction and flexible model integration
Zhu Z, Li J, Zhang S, Geng N, Xu L and Greenwald SE
Physiological Measurement vol. 41 (10)
01-10-2020 - Ultrasound Assessment of the Relation between Local Hemodynamic Parameters and Plaque Morphology
Xu L, Zhang Y, Meng L, Li S, Niu L, Greenwald SE, Zhang H and Wang L
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) vol. 8, 145149-145158.
06-08-2020 - Silicon photonics-based laser Doppler vibrometer array for carotid-femoral pulse wave velocity (PWV) measurement
Li Y, Marais L, Khettab H, Quan Z, Aasmul S, Leinders R, Schüler R, Morrissey PE, Greenwald S, Segers P, Vanslembrouck M, Bruno RM, Boutouyrie P, O’Brien P, de Melis M and Baets R
Biomedical Optics Express vol. 11 (7), 3913-3913.
22-06-2020 - Quantitative Comparison of the Performance of Piezoresistive, Piezoelectric, Acceleration, and Optical Pulse Wave Sensors
Wang H, Wang L, Sun N, Yao Y, Hao L, Xu L and Greenwald SE
Frontiers in Physiology, Frontiers vol. 10
14-01-2020
2019
- A high-performance 8 nV/√Hz 8-channel wearable and wireless system for real-time monitoring of bioelectrical signals
Petkos K, Koutsoftidis S, Guiho T, Degenaar P, Jackson A, Greenwald SE, Brown P, Denison T and Drakakis EM
Journal of Neuroengineering and Rehabilitation, Springer Nature vol. 16 (1)
01-12-2019 - Robust heart-rate estimation from facial videos using Project_ICA
Qi L, Yu H, Xu L, Mpanda RS and Greenwald SE
Physiological Measurement, Iop Publishing vol. 40 (8)
03-09-2019 - Physics of Within-Tissue Wave Propagation Generated by Pulse Propagation in the Carotid Artery
Tommasin D, Caenen A, Verhegghe B, Greenwald S and Segers P
Applied Sciences-Basel vol. 9 (14)
18-07-2019 - Detecting carotid stenosis from skin vibrations using Laser Doppler Vibrometry - An in vitro proof-of-concept.
Mancini V, Tommasin D, Li Y, Reeves J, Baets R, Greenwald S, Segers P and CARDIS consortium
Plos One vol. 14 (6), e0218317-e0218317.
20-06-2019
2018
- Evaluation of cardiorespiratory function during cardiopulmonary exercise testing in untreated hypertensive and healthy subjects
Zhang Y, Jiang Z, Qi L, Xu L, Sun X, Chu X, Liu Y, Zhang T and Greenwald SE
Frontiers in Physiology, Frontiers Media vol. 9 (NOV)
23-10-2018 - Effects of exercise modalities on central hemodynamics, arterial stiffness and cardiac function in cardiovascular disease: Systematic review and meta-analysis of randomized controlled trials
Zhang Y, Qi L, Xu L, Sun X, Liu W, Zhou S, van de Vosse F and Greenwald SE
Plos One, Public Library of Science (Plos) vol. 13 (7)
23-07-2018 - Role of fetal nutrient restriction and postnatal catch‐up growth on structural and mechanical alterations of rat aorta
Gutiérrez‐Arzapalo PY, Rodríguez‐Rodríguez P, Ramiro‐Cortijo D, de Pablo ÁLL, López‐Giménez MR, Condezo‐Hoyos L, Greenwald SE, del Carmen González M and Arribas SM
The Journal of Physiology, Wiley vol. 596 (23), 5791-5806.
31-01-2018 - 4.4 Can Laser Doppler Vibrometer Detect Carotid Stenosis from Skin Vibrations? Hydraulic Bench Tests on Patient-Specific Model
Mancini V, Tommasin D, Li Y, Baets R, Greenwald S and Segers P
Artery Research, Springer Nature vol. 24 (1), 76-76.
01-01-2018 - P168 Feasibility Study of Local Pulse Wave Velocity Estimation in the Carotid Artery with Multi-Beam Laser Doppler Vibrometer
Tommasin D, Li Y, Reeves J, Baets R, Greenwald S and Segers P
Artery Research, Springer Nature vol. 24 (1), 129-130.
01-01-2018 - P51 Non-Contact Measurement of Local Carotid and Carotid-Femoral Pulse Wave Velocity by Laser Doppler Vibrometry: Validation of a New Device Against Reference Techniques in Hypertensive Patients
Marais L, Aasmul S, Baets R, De Melis M, Greenwald SE, Khettab H, Li Y, Prinzen F, Reesink K, Segers P and Boutouyrie P
Artery Research, Springer Nature vol. 24 (1), 93-93.
01-01-2018
2017
- Elastin is Localised to the Interfascicular Matrix of Energy Storing Tendons and Becomes Increasingly Disorganised With Ageing
Godinho MSC, Thorpe CT, Greenwald SE and Screen HRC
Scientific Reports vol. 7 (1)
01-12-2017
2016
- Rice bran protein hydrolysates reduce arterial stiffening, vascular remodeling and oxidative stress in rats fed a high-carbohydrate and high-fat diet
Senaphan K, Sangartit W, Pakdeechote P, Kukongviriyapan V, Pannangpetch P, Thawornchinsombut S, Greenwald SE and Kukongviriyapan U
European Journal of Nutrition, Springer Nature vol. 57 (1), 219-230.
22-09-2016 - Effects of vitamin D2 or D3 supplementation on glycaemic control and cardiometabolic risk among people at risk of type 2 diabetes: results of a randomized double‐blind placebo‐controlled trial
Forouhi NG, Menon RK, Sharp SJ, Mannan N, Timms PM, Martineau AR, Rickard AP, Boucher BJ, Chowdhury TA, Griffiths CJ, Greenwald SE, Griffin SJ and Hitman GA
Diabetes Obesity and Metabolism, Wiley vol. 18 (4), 392-400.
04-02-2016
2015
- Ferulic Acid Alleviates Changes in a Rat Model of Metabolic Syndrome Induced by High-Carbohydrate, High-Fat Diet
Senaphan K, Kukongviriyapan U, Sangartit W, Pakdeechote P, Pannangpetch P, Prachaney P, Greenwald SE and Kukongviriyapan V
Nutrients, Mdpi vol. 7 (8), 6446-6464.
04-08-2015 - Characterisation of Elastic and Acoustic Properties of an Agar-Based Tissue Mimicking Material
Brewin MP, Birch MJ, Mehta DJ, Reeves JW, Shaw S, Kruse C, Whiteman JR, Hu S, Kenz ZR, Banks HT and Greenwald SE
Annals of Biomedical Engineering, Springer Nature vol. 43 (10), 2587-2596.
14-03-2015
2014
- Tetrahydrocurcumin Protects against Cadmium-Induced Hypertension, Raised Arterial Stiffness and Vascular Remodeling in Mice
Sangartit W, Kukongviriyapan U, Donpunha W, Pakdeechote P, Kukongviriyapan V, Surawattanawan P and Greenwald SE
, Editors: Gupta S. Plos One, Public Library of Science vol. 9 (12), e114908-e114908.
11-12-2014 - Curcumin improves endothelial dysfunction and vascular remodeling in 2K-1C hypertensive rats by raising nitric oxide availability and reducing oxidative stress.
Boonla O, Kukongviriyapan U, Pakdeechote P, Kukongviriyapan V, Pannangpetch P, Prachaney P and Greenwald SE
Nitric Oxide vol. 42, 44-53.
15-11-2014 - Carotid atherosclerotic plaque characterisation by measurement of ultrasound sound speed in vitro at high frequency, 20 MHz.
Brewin MP, Srodon PD, Greenwald SE and Birch MJ
Ultrasonics vol. 54 (2), 428-441.
01-02-2014 - High dose multiple micronutrient supplementation improves villous morphology in environmental enteropathy without HIV enteropathy: results from a double-blind randomised placebo controlled trial in Zambian adults.
Louis-Auguste J, Greenwald S, Simuyandi M, Soko R, Banda R and Kelly P
Bmc Gastroenterol vol. 14
15-01-2014