118 citations · 163 across the 8 of their papers we have counts for
8 papers
Recursive Uncertainty-Gated Image Registration for Learning-based Algorithms
Clara Rodrigo González, Oscar Bates, Fu Siong Ng +1
Conventional image registration algorithms are robust to domain shifts and achieve low errors, but they are slow and computationally expensive. Deep-learning methods are efficient…
Compute-Optimal Network Design for Echocardiography Myocardial Segmentation and Perfusion Quantification using Neural Scaling Laws
Clara Rodrigo González, Matthieu Toulemonde, Lasha Gvinianidze +5
Myocardial perfusion quantification using contrast-enhanced ultrasound offers a bedside non-ionizing alternative to nuclear imaging modalities. However, its clinical adoption is hi…
Reconstructing 3D Neural Hemodynamics using Sparse Ultrasound Localization Microscopy Data
Jipeng Yan, Oscar Bates, Jingwen Zhu +6
Ultrasound Localization Microscopy (ULM) has presented great potential in functional imaging, benefiting from its ability to reconstruct deep microvasculature. However, the hemodyn…
Automatic skull-template alignment without a guidance image
Oscar Bates, Carlos Cueto, Ciaran Coleman +3
Transcranial ultrasound must overcome the significant challenge of the human skull, limiting both imaging and therapeutic applications. While high-fidelity numerical simulations ca…
Convolve and Conquer: Data Comparison with Wiener Filters
Deborah Pelacani Cruz, George Strong, Oscar Bates +3
Quantitative evaluations of differences and/or similarities between data samples define and shape optimisation problems associated with learning data distributions. Current methods…
Benchmark problems for transcranial ultrasound simulation: Intercomparison of compressional wave models
Jean-Francois Aubry, Oscar Bates, Christian Boehm +19
Computational models of acoustic wave propagation are frequently used in transcranial ultrasound therapy, for example, to calculate the intracranial pressure field or to calculate…
Stride: a flexible platform for high-performance ultrasound computed tomography
Carlos Cueto, Oscar Bates, George Strong +6
Advanced ultrasound computed tomography techniques like full-waveform inversion are mathematically challenging and orders of magnitude more computationally expensive than conventio…
Spatial response identification enables robust experimental ultrasound computed tomography
Carlos Cueto, Lluis Guasch, Javier Cudeiro +4
Ultrasound computed tomography techniques have the potential to provide clinicians with 3D, quantitative and high-resolution information of both soft and hard tissues such as the b…