@misc{stanziola2023physicsbased,title={Physics-Based Acoustic Holograms},author={Stanziola, Antonio and Cox, Ben T. and Treeby, Bradley E. and Brown, Michael D.},year={2023},eprint={2305.03625},archiveprefix={arXiv},primaryclass={cs.SD},}
j-Wave: An open-source differentiable wave simulator
@article{stanziola2023jwave,doi={https://doi.org/10.1016/j.softx.2023.101338},url={https://www.sciencedirect.com/science/article/pii/S2352711023000341},author={Stanziola, Antonio and Arridge, Simon R. and Cox, Ben T. and Treeby, Bradley E.},keywords={Computational Physics (physics.comp-ph), Machine Learning (cs.LG), Mathematical Software (cs.MS), Sound (cs.SD), Audio and Speech Processing (eess.AS), Medical Physics (physics.med-ph), FOS: Physical sciences, FOS: Physical sciences, FOS: Computer and information sciences, FOS: Computer and information sciences, FOS: Electrical engineering, electronic engineering, information engineering, FOS: Electrical engineering, electronic engineering, information engineering},title={j-Wave: An open-source differentiable wave simulator},publisher={Elsevier},journal={SoftwareX},year={2023},volume={22},pages={101338},}
Transcranial ultrasound simulation with uncertainty estimation
Antonio Stanziola, José A. Pineda-Pardo, and Bradley Treeby
@article{stanziola2023transcranial,author={Stanziola, Antonio and Pineda-Pardo, José A. and Treeby, Bradley},title={{Transcranial ultrasound simulation with uncertainty estimation}},journal={JASA Express Letters},volume={3},number={5},pages={052001},year={2023},month=may,issn={2691-1191},doi={10.1121/10.0019380},url={https://doi.org/10.1121/10.0019380},}
@article{stanziola2023born,author={Stanziola, Antonio and Arridge, Simon and Cox, Ben T. and Treeby, Bradley E.},title={A learned Born series for highly-scattering media},journal={JASA Express Letters},volume={3},number={5},pages={052401},year={2023},month=may,issn={2691-1191},doi={10.1121/10.0017937},url={https://doi.org/10.1121/10.0017937},}
2022
Classical and Learned MR to Pseudo-CT Mappings for Accurate Transcranial Ultrasound Simulation
@article{miscouridou2022classical,author={Miscouridou, Maria and Pineda-Pardo, José A. and Stagg, Charlotte J. and Treeby, Bradley E. and Stanziola, Antonio},journal={IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control},title={Classical and Learned MR to Pseudo-CT Mappings for Accurate Transcranial Ultrasound Simulation},year={2022},volume={69},number={10},pages={2896-2905},doi={10.1109/TUFFC.2022.3198522},}
Benchmark problems for transcranial ultrasound simulation: Intercomparison of compressional wave models
Jean-Francois Aubry, Oscar Bates, Christian Boehm, Kim Butts Pauly, Douglas Christensen, and 17 more authors
The Journal of the Acoustical Society of America Aug 2022
@article{aubry2022benchmark,author={Aubry, Jean-Francois and Bates, Oscar and Boehm, Christian and Butts Pauly, Kim and Christensen, Douglas and Cueto, Carlos and Gélat, Pierre and Guasch, Lluis and Jaros, Jiri and Jing, Yun and Jones, Rebecca and Li, Ningrui and Marty, Patrick and Montanaro, Hazael and Neufeld, Esra and Pichardo, Samuel and Pinton, Gianmarco and Pulkkinen, Aki and Stanziola, Antonio and Thielscher, Axel and Treeby, Bradley and van 't Wout, Elwin},title={Benchmark problems for transcranial ultrasound simulation: Intercomparison of compressional wave models},journal={The Journal of the Acoustical Society of America},volume={152},number={2},pages={1003-1019},year={2022},month=aug,issn={0001-4966},doi={10.1121/10.0013426},url={https://doi.org/10.1121/10.0013426},}
2021
A research framework for writing differentiable PDE discretizations in JAX
@misc{stanziola2021research,doi={10.48550/ARXIV.2111.05218},author={Stanziola, Antonio and Arridge, Simon R. and Cox, Ben T. and Treeby, Bradley E.},keywords={Machine Learning (cs.LG), Computational Physics (physics.comp-ph), FOS: Computer and information sciences, FOS: Computer and information sciences, FOS: Physical sciences, FOS: Physical sciences},title={A research framework for writing differentiable PDE discretizations in JAX},publisher={arXiv},year={2021},series={1st NeurIPS Workshop on Differentiable Programming}}
A Helmholtz equation solver using unsupervised learning: Application to transcranial ultrasound
@article{stanziola2021helmholtz,title={A Helmholtz equation solver using unsupervised learning: Application to transcranial ultrasound},journal={Journal of Computational Physics},volume={441},pages={110430},year={2021},issn={0021-9991},doi={https://doi.org/10.1016/j.jcp.2021.110430},url={https://www.sciencedirect.com/science/article/pii/S0021999121003259},author={Stanziola, Antonio and Arridge, Simon R. and Cox, Ben T. and Treeby, Bradley E.},keywords={Helmholtz equation, Learned optimizer, Unsupervised learning, Physics-based loss function, Transcranial ultrasound},}
2019
High Signal-to-Noise Ratio Contrast-Enhanced Photoacoustic Imaging using Acoustic Sub-Aperture Processing and Spatiotemporal Filtering
Ge Zhang, Bingxue Wang, Antonio Stanziola, Anant Shah, Jeffrey Bamber, and 1 more author
In 2019 IEEE International Ultrasonics Symposium (IUS) Aug 2019
@inproceedings{zhang2019,author={Zhang, Ge and Wang, Bingxue and Stanziola, Antonio and Shah, Anant and Bamber, Jeffrey and Tang, Meng-Xing},booktitle={2019 IEEE International Ultrasonics Symposium (IUS)},title={High Signal-to-Noise Ratio Contrast-Enhanced Photoacoustic Imaging using Acoustic Sub-Aperture Processing and Spatiotemporal Filtering},year={2019},pages={494-497},doi={10.1109/ULTSYM.2019.8926149},}
Sparse Image Reconstruction for Contrast Enhanced Cardiac Ultrasound using Diverging Waves
Antonio Stanziola, Matthieu Toulemonde, Virginie Papadopoulou, Richard Corbett, Neill Duncan, and 2 more authors
In 2019 IEEE International Ultrasonics Symposium (IUS) Aug 2019
@inproceedings{stanziola2019sparse,author={Stanziola, Antonio and Toulemonde, Matthieu and Papadopoulou, Virginie and Corbett, Richard and Duncan, Neill and Grisan, Enrico and Tang, Mengxing},booktitle={2019 IEEE International Ultrasonics Symposium (IUS)},title={Sparse Image Reconstruction for Contrast Enhanced Cardiac Ultrasound using Diverging Waves},year={2019},volume={},number={},pages={908-911},doi={10.1109/ULTSYM.2019.8925732},}
Super-Resolution Ultrasound Image Filtering with Machine-Learning to Reduce the Localization Error
Sevan Harput, Long Hin Fong, Antonio Stanziola, Ge Zhang, Matthieu Toulemonde, and 7 more authors
In 2019 IEEE International Ultrasonics Symposium (IUS) Aug 2019
@inproceedings{fong2019super,author={Harput, Sevan and Fong, Long Hin and Stanziola, Antonio and Zhang, Ge and Toulemonde, Matthieu and Zhu, Jiaqi and Christensen-Jeffries, Kirsten and Brown, Jemma and Eckersley, Robert J. and Grisan, Enrico and Dunsby, Chris and Tang, Meng-Xing},booktitle={2019 IEEE International Ultrasonics Symposium (IUS)},title={Super-Resolution Ultrasound Image Filtering with Machine-Learning to Reduce the Localization Error},year={2019},volume={},number={},pages={2118-2121},doi={10.1109/ULTSYM.2019.8925861},}
3-D Microvascular Imaging Using High Frame Rate Ultrasound and ASAP Without Contrast Agents: Development and Initial In Vivo Evaluation on Nontumor and Tumor Models
Chee Hau Leow, Nigel L. Bush, Antonio Stanziola, Marta Braga, Anant Shah, and 5 more authors
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control Aug 2019
@article{leow2019microvascular,author={Leow, Chee Hau and Bush, Nigel L. and Stanziola, Antonio and Braga, Marta and Shah, Anant and Hernández-Gil, Javier and Long, Nicholas J. and Aboagye, Eric O. and Bamber, Jeffrey C. and Tang, Meng-Xing},journal={IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control},title={3-D Microvascular Imaging Using High Frame Rate Ultrasound and ASAP Without Contrast Agents: Development and Initial In Vivo Evaluation on Nontumor and Tumor Models},year={2019},volume={66},number={5},pages={939-948},doi={10.1109/TUFFC.2019.2906434},}
2018
ASAP: Super-Contrast Vasculature Imaging Using Coherence Analysis and High Frame-Rate Contrast Enhanced Ultrasound
Antonio Stanziola, Chee Hau Leow, Eleni Bazigou, Peter D. Weinberg, and Meng-Xing Tang
@article{stanziola2018asap,author={Stanziola, Antonio and Leow, Chee Hau and Bazigou, Eleni and Weinberg, Peter D. and Tang, Meng-Xing},journal={IEEE Transactions on Medical Imaging},title={ASAP: Super-Contrast Vasculature Imaging Using Coherence Analysis and High Frame-Rate Contrast Enhanced Ultrasound},year={2018},volume={37},number={8},pages={1847-1856},doi={10.1109/TMI.2018.2798158},}
Motion Artifacts and Correction in Multipulse High-Frame Rate Contrast-Enhanced Ultrasound
Antonio Stanziola, M. Toulemonde, Y. Li, V. Papadopoulou, R. Corbett, and 3 more authors
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control Aug 2018
@article{stanziola2018motion,author={Stanziola, Antonio and Toulemonde, M. and Li, Y. and Papadopoulou, V. and Corbett, R. and Duncan, N. and Eckersley, R. J. and Tang, M. X.},journal={IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control},title={Motion Artifacts and Correction in Multipulse High-Frame Rate Contrast-Enhanced Ultrasound},year={2018},volume={66},number={2},pages={417-420},doi={10.1109/TUFFC.2018.2887164},}
Contrast vs Non-Contrast Enhanced Microvascular Imaging Using Acoustic Sub-Aperture Processing (ASAP): In Vivo Demonstration
Chee Hau Leow, Marta Braga, Nigel L. Bush, Antonio Stanziola, Anant Shah, and 5 more authors
In 2018 IEEE International Ultrasonics Symposium (IUS) Aug 2018
@inproceedings{leow2018contrast,author={Leow, Chee Hau and Braga, Marta and Bush, Nigel L. and Stanziola, Antonio and Shah, Anant and Hernández-Gil, Javier and Nicholas Long, J. and Aboagye, Eric O. and Bamber, Jeffrey C. and Tang, Meng-Xing},booktitle={2018 IEEE International Ultrasonics Symposium (IUS)},title={Contrast vs Non-Contrast Enhanced Microvascular Imaging Using Acoustic Sub-Aperture Processing (ASAP): In Vivo Demonstration},year={2018},volume={},number={},pages={1-4},doi={10.1109/ULTSYM.2018.8579652},}
High-Contrast 3D in Vivo Microvascular Imaging Using Scanning 2D Ultrasound and Acoutic Sub-Aperture Processing (ASAP)
Chee Hau Leow, Nigel L. Bush, Antonio Stanziola, Marta Braga, Anant Shah, and 5 more authors
In 2018 IEEE International Ultrasonics Symposium (IUS) Aug 2018
@inproceedings{leow2018high,author={Hau Leow, Chee and Bush, Nigel L. and Stanziola, Antonio and Braga, Marta and Shah, Anant and Hemandez-Gil, Javier and Long, Nicholas J. and Aboagye, Eric O. and Bamber, Jeffrey C. and Tang, Meng-Xing},booktitle={2018 IEEE International Ultrasonics Symposium (IUS)},title={High-Contrast 3D in Vivo Microvascular Imaging Using Scanning 2D Ultrasound and Acoutic Sub-Aperture Processing (ASAP)},year={2018},volume={},number={},pages={1-4},doi={10.1109/ULTSYM.2018.8579675},}
Benefits of Adaptive Beamforming Methods for Contrast Enhanced High Frame-Rate Ultrasound
A. Stanziola, M Toulemonde, R. Corbett, V. Papadopoulou, R.J. Eckersley, and 2 more authors
In 2018 IEEE International Ultrasonics Symposium (IUS) Aug 2018
@inproceedings{stanziola2018benefits,author={Stanziola, A. and Toulemonde, M and Corbett, R. and Papadopoulou, V. and Eckersley, R.J. and Duncan, N. and Tang, M.-X},booktitle={2018 IEEE International Ultrasonics Symposium (IUS)},title={Benefits of Adaptive Beamforming Methods for Contrast Enhanced High Frame-Rate Ultrasound},year={2018},volume={},number={},pages={1-4},doi={10.1109/ULTSYM.2018.8579906},}
2017
Multi-frame rate plane wave contrast-enhance ultrasound imaging for tumour vasculature imaging and perfusion quantification
Chee Hau Leow, Braga Marta, Antonio Stanziola, Javier Hernández-Gil, Nicholas J. Long, and 2 more authors
In 2017 IEEE International Ultrasonics Symposium (IUS) Aug 2017
@inproceedings{leow2017multi,author={Leow, Chee Hau and Marta, Braga and Stanziola, Antonio and Hernández-Gil, Javier and Long, Nicholas J. and Aboagye, Eric O. and Tang, Meng-Xing},booktitle={2017 IEEE International Ultrasonics Symposium (IUS)},title={Multi-frame rate plane wave contrast-enhance ultrasound imaging for tumour vasculature imaging and perfusion quantification},year={2017},volume={},number={},pages={1-4},doi={10.1109/ULTSYM.2017.8092706},}
Effects of motion on high frame rate contrast enhanced echocardiography and its correction
Matthieu Toulemonde, William C Duncan, Antonio Stanziola, Vassilis Sboros, Yuanwei Li, and 4 more authors
In 2017 IEEE International Ultrasonics Symposium (IUS) Aug 2017
@inproceedings{toulemonde2017effects,author={Toulemonde, Matthieu and Duncan, William C and Stanziola, Antonio and Sboros, Vassilis and Li, Yuanwei and Eckersley, Robert J. and Lin, Shengtao and Tang, Meng-Xing and Butler, Mairead},booktitle={2017 IEEE International Ultrasonics Symposium (IUS)},title={Effects of motion on high frame rate contrast enhanced echocardiography and its correction},year={2017},volume={},number={},pages={1-4},doi={10.1109/ULTSYM.2017.8092362},}
Optically and acoustically triggerable sub-micron phase-change contrast agents for enhanced photoacoustic and ultrasound imaging
Shengtao Lin, Anant Shah, Javier Hernández-Gil, Antonio Stanziola, Bethany I. Harriss, and 4 more authors
@article{li2017optically,title={Optically and acoustically triggerable sub-micron phase-change contrast agents for enhanced photoacoustic and ultrasound imaging},journal={Photoacoustics},volume={6},pages={26-36},year={2017},issn={2213-5979},doi={https://doi.org/10.1016/j.pacs.2017.04.001},url={https://www.sciencedirect.com/science/article/pii/S2213597916300593},author={Lin, Shengtao and Shah, Anant and Hernández-Gil, Javier and Stanziola, Antonio and Harriss, Bethany I. and Matsunaga, Terry O. and Long, Nicholas and Bamber, Jeffrey and Tang, Meng-Xing},}
Differential Intensity Projection for Visualisation and Quantification of Plaque Neovascularisation in Contrast-Enhanced Ultrasound Images of Carotid Arteries
Wing Keung Cheung, Benoy N. Shah, Antonio Stanziola, Dorothy M. Gujral, Navtej S. Chahal, and 3 more authors
@article{cheung2016differential,title={Differential Intensity Projection for Visualisation and Quantification of Plaque Neovascularisation in Contrast-Enhanced Ultrasound Images of Carotid Arteries},journal={Ultrasound in Medicine & Biology},volume={43},number={4},pages={831-837},year={2017},issn={0301-5629},doi={https://doi.org/10.1016/j.ultrasmedbio.2016.11.018},url={https://www.sciencedirect.com/science/article/pii/S030156291630415X},author={Cheung, Wing Keung and Shah, Benoy N. and Stanziola, Antonio and Gujral, Dorothy M. and Chahal, Navtej S. and Cosgrove, David O. and Senior, Roxy and Tang, Meng-Xing},keywords={Non-linear tissue artefact, Contrast-enhanced ultrasound, Carotid artery, Intraplaque neovascularisation, Perfusion quantification},}
2016
Ultrasound Imaging with Microbubbles [Life Sciences]
Antonio Stanziola, Matthieu Toulemonde, Yesna O. Yildiz, Robert J. Eckersley, and Meng-Xing Tang
@article{stanziola2016ultrasound,author={Stanziola, Antonio and Toulemonde, Matthieu and Yildiz, Yesna O. and Eckersley, Robert J. and Tang, Meng-Xing},journal={IEEE Signal Processing Magazine},title={Ultrasound Imaging with Microbubbles [Life Sciences]},year={2016},volume={33},number={2},pages={111-117},doi={10.1109/MSP.2015.2496914},}
2015
Motion correction in contrast-enhanced ultrasound scans of carotid atherosclerotic plaques
Antonio Stanziola, Wing Keung Cheung, Robert Eckersley, and Meng-Xing Tang
In 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) Aug 2015
@inproceedings{stanziola2015motion,author={Stanziola, Antonio and Cheung, Wing Keung and Eckersley, Robert and Tang, Meng-Xing},booktitle={2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)},title={Motion correction in contrast-enhanced ultrasound scans of carotid atherosclerotic plaques},year={2015},volume={},number={},pages={1093-1096},doi={10.1109/ISBI.2015.7164062},}
