Context-aware deep learning enables high-efficacy localization of high concentration microbubbles for super-resolution ultrasound localization microscopy

[1]  Matthew R. Lowerison,et al.  Super-resolution ultrasound microvascular imaging: Is it ready for clinical use? , 2023, Zeitschrift fur medizinische Physik.

[2]  M. Tanter,et al.  Functional ultrasound localization microscopy reveals brain-wide neurovascular activity on a microscopic scale , 2022, Nature Methods.

[3]  Matthew R. Lowerison,et al.  Deep Learning-Based Microbubble Localization for Ultrasound Localization Microscopy , 2022, bioRxiv.

[4]  Matthew R. Lowerison,et al.  A Review of Clinical Applications for Super-resolution Ultrasound Localization Microscopy , 2022, Current Medical Science.

[5]  D. Llano,et al.  Improved Ultrasound Localization Microscopy Based on Microbubble Uncoupling via Transmit Excitation , 2021, bioRxiv.

[6]  Yongshuai Li,et al.  Localization of High-concentration Microbubbles for Ultrasound Localization Microscopy by Self-Supervised Deep Learning , 2021, 2021 IEEE International Ultrasonics Symposium (IUS).

[7]  V. Hingot,et al.  Measuring Image Resolution in Ultrasound Localization Microscopy , 2021, IEEE Transactions on Medical Imaging.

[8]  Matthew R. Lowerison,et al.  Aging-related cerebral microvascular changes visualized using ultrasound localization microscopy in the living mouse , 2021, Scientific Reports.

[9]  Victor D. Varner,et al.  Three-dimensional visualization and improved quantification with super-resolution ultrasound imaging - validation framework for analysis of microvascular morphology using a chicken embryo model , 2021, Physics in medicine and biology.

[10]  Jihun Kim,et al.  Compressed Sensing-Based Super-Resolution Ultrasound Imaging for Faster Acquisition and High Quality Images , 2020, bioRxiv.

[11]  Lucas-Raphael Müller,et al.  Deep learning enables fast and dense single-molecule localization with high accuracy , 2020, Nature Methods.

[12]  D. Liang,et al.  A 3D attention residual encoder–decoder least-square GAN for low-count PET denoising , 2020 .

[13]  E. Stride,et al.  Ultrasound Contrast Agent Modeling: A Review. , 2020, Ultrasound in medicine & biology.

[14]  Jianwen Luo,et al.  Deep Learning for Ultrasound Localization Microscopy , 2020, IEEE Transactions on Medical Imaging.

[15]  Matthew R. Lowerison,et al.  Short Acquisition Time Super-Resolution Ultrasound Microvessel Imaging via Microbubble Separation , 2020, Scientific Reports.

[16]  M. Mildner,et al.  Re-epithelialization and immune cell behaviour in an ex vivo human skin model , 2020, Scientific Reports.

[17]  IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control , 2020, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[18]  Igor A. Lavrov,et al.  Functional Ultrasound Imaging of Spinal Cord Hemodynamic Responses to Epidural Electrical Stimulation: A Feasibility Study , 2019, Front. Neurol..

[19]  Mickael Tanter,et al.  Microvascular flow dictates the compromise between spatial resolution and acquisition time in Ultrasound Localization Microscopy , 2019, Scientific Reports.

[20]  Ming Dong,et al.  Generating synthetic CTs from magnetic resonance images using generative adversarial networks , 2018, Medical physics.

[21]  Yonina C. Eldar,et al.  Super-Resolution Ultrasound Localization Microscopy Through Deep Learning , 2018, IEEE Transactions on Medical Imaging.

[22]  Armando Manduca,et al.  Improved Super-Resolution Ultrasound Microvessel Imaging With Spatiotemporal Nonlocal Means Filtering and Bipartite Graph-Based Microbubble Tracking , 2018, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[23]  Yonina C. Eldar,et al.  SUSHI: Sparsity-Based Ultrasound Super-Resolution Hemodynamic Imaging , 2017, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[24]  Paul Aljabar,et al.  Microbubble Axial Localization Errors in Ultrasound Super-Resolution Imaging , 2017, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[25]  Raymond Y. K. Lau,et al.  Least Squares Generative Adversarial Networks , 2016, 2017 IEEE International Conference on Computer Vision (ICCV).

[26]  M. Tanter,et al.  Ultrafast ultrasound localization microscopy for deep super-resolution vascular imaging , 2015, Nature.

[27]  Mickael Tanter,et al.  Resolution limits of ultrafast ultrasound localization microscopy , 2015, Physics in medicine and biology.

[28]  A. Wyrwicz,et al.  Effects of Anesthesia on BOLD Signal and Neuronal Activity in the Somatosensory Cortex , 2015, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[29]  Charlie Demené,et al.  Spatiotemporal Clutter Filtering of Ultrafast Ultrasound Data Highly Increases Doppler and fUltrasound Sensitivity , 2015, IEEE Transactions on Medical Imaging.

[30]  Aaron C. Courville,et al.  Generative adversarial networks , 2014, Commun. ACM.

[31]  A. V. D. van der Steen,et al.  Imaging microvasculature with contrast-enhanced ultraharmonic ultrasound. , 2014, Ultrasound in medicine & biology.

[32]  Mickael Tanter,et al.  Sono-activated ultrasound localization microscopy , 2013 .

[33]  C Dunsby,et al.  Acoustic super-resolution with ultrasound and microbubbles , 2013, Physics in medicine and biology.

[34]  M. Gudheti,et al.  Single Molecule Localization Microscopy , 2012 .

[35]  M. Fink,et al.  Functional ultrasound imaging of the brain , 2011, Nature Methods.

[36]  R. Buckner,et al.  Mapping brain networks in awake mice using combined optical neural control and fMRI. , 2011, Journal of neurophysiology.

[37]  Mark Bates,et al.  Super-resolution fluorescence microscopy. , 2009, Annual review of biochemistry.

[38]  Katherine W Ferrara,et al.  Ultrasound contrast microbubbles in imaging and therapy: physical principles and engineering , 2009, Physics in medicine and biology.

[39]  K. Jaqaman,et al.  Robust single particle tracking in live cell time-lapse sequences , 2008, Nature Methods.

[40]  Michael J Rust,et al.  Sub-diffraction-limit imaging by stochastic optical reconstruction microscopy (STORM) , 2006, Nature Methods.

[41]  J. Lippincott-Schwartz,et al.  Imaging Intracellular Fluorescent Proteins at Nanometer Resolution , 2006, Science.

[42]  D. Defouw,et al.  Mapping of the microcirculation in the chick chorioallantoic membrane during normal angiogenesis. , 1989, Microvascular research.

[43]  Morteza Mardani,et al.  Deep Generative Adversarial Neural Networks for Compressive Sensing MRI , 2019, IEEE Transactions on Medical Imaging.

[44]  Xin Liu,et al.  Fast Super-Resolution Ultrasound Imaging With Compressed Sensing Reconstruction Method and Single Plane Wave Transmission , 2018, IEEE Access.

[45]  Armando Manduca,et al.  Ultrasound Small Vessel Imaging With Block-Wise Adaptive Local Clutter Filtering , 2017, IEEE Transactions on Medical Imaging.

[46]  J. Galloway A Review of the , 1901 .