BB
Brett Byram
Signal Processing, Computer-AssistedAlgorithmsImage Processing, Computer-AssistedUltrasoundcs.CVDeep LearningModels, TheoreticalUltrasonographyultrasoundArtifacts
On Valency
published · living versionsW_48dtrymw·v1 · currentpublished
Segmentation Confidence for Arbitrary CNNs
with Baris Oguz, Xing Yao, Claudia Tawil, Alison Pouch +3
1 version
Preprints & journals
61 papers in the corpus · 2010–2026VFMStitch: A Vision-Foundation-Model Empowered Framework for 3D Ultrasound Stitching via Geometric-Semantic Feature Fusion.42403923 · Yao, Xing, DiSanto, Nick, Yu, Runxuan et al.2026 · 0 citationsProceedings of machine learning research. 2026;315:2621-2639
Assessing and improving deep domain alignment in ultrasound via simulation diversity.42314545 · Pan, Ying-Chun, Khan, Christopher M, Berger, Matthew et al.2026 · 0 citationsUltrasonics. 2026;167:108193
Towards Transcranial Functional Ultrasound Imaging Through the Adult Skull.41926414 · Vienneau, Emelina P, Weeks, Abbie E, Pan, Ying-Chun et al.2026 · 2 citationsIEEE transactions on bio-medical engineering. 2026;PP
From Geometry to Intensity: A Coarse-to-Fine Pipeline for Unsupervised 3D Ultrasound Stitching.42404103 · Yao, Xing, Yu, Runxuan, Lu, Daiwei et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2026;13925
SEGMENTATION CONFIDENCE FOR ARBITRARY CNNS.42416972 · Oguz, Baris, Yao, Xing, Tawil, Claudia et al.2026 · 0 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2026;2026
LOTUS: Latent Outpainting Diffusion Model for Three-Dimensional Ultrasound Stitching.42422055 · Yao, Xing, Yu, Runxuan, DiSanto, Nick et al.2026 · 0 citationsProceedings of machine learning research. 2026;306:1740-1754
Pain Medicine Needs an Open-Access Data Revolution.40950838 · Durbhakula, Shravani, Schatman, Michael E, Byram, Brett C et al.2025 · 0 citationsJournal of pain research. 2025;18:4635-4637
SYNSTITCH: A SELF-SUPERVISED LEARNING NETWORK FOR ULTRASOUND IMAGE STITCHING USING SYNTHETIC TRAINING PAIRS AND INDIRECT SUPERVISION.40539076 · Yao, Xing, Yu, Runxuan, Hu, Dewei et al.2026 · 1 citationProceedings. IEEE International Symposium on Biomedical Imaging. 2025;2025
PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound.40463735 · Li, Hao, Oguz, Baris, Arenas, Gabriel et al.2026 · 0 citationsProceedings of SPIE--the International Society for Optical Engineering. 2025;13406
Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound images.40463734 · Li, Hao, Oguz, Baris, Arenas, Gabriel et al.2026 · 0 citationsSimplifying medical ultrasound. International Workshop on Advances in Simplifying Medical Ultrasound. 2025;15186:132-142
Expanding generalized contrast-to-noise ratio into a clinically relevant measure of lesion detectability by considering size and spatial resolution.39450245 · Schlunk, Siegfried, Byram, Brett2026 · 4 citationsJournal of medical imaging (Bellingham, Wash.). 2024;11(5):057001
mTG-Gelatin phantoms as standardized testbeds for skin biomechanical measurements with Myoton.39059120 · Ghosh, Shramana, Rector, John A, Saknite, Inga et al.2024 · 5 citationsJournal of the mechanical behavior of biomedical materials. 2024;158:106651
FNPC-SAM: Uncertainty-Guided False Negative/Positive Control for SAM on Noisy Medical Images.38894708 · Yao, Xing, Liu, Han, Hu, Dewei et al.2026 · 8 citationsProceedings of SPIE--the International Society for Optical Engineering. 2024;12926
A Coded Excitation Framework for High SNR Transcranial Ultrasound Imaging.37079411 · Vienneau, Emelina P, Byram, Brett C2023 · 37 citationsIEEE transactions on medical imaging. 2023;42(10):2886-2898
False Negative/Positive Control for SAM on Noisy Medical Images2308.10382v1 · Xing Yao, Han Liu, Dewei Hu et al.2023 · 6 citationsarXiv
Methods for Enhancing the Robustness of the Generalized Contrast-to-Noise Ratio.37363856 · Schlunk, Siegfried, Byram, Brett C2024 · 14 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2023;70(8):831-842
Enhancing sizing accuracy in ultrasound images with an alternative ADMIRE model and dynamic range considerations.36796204 · Schlunk, Siegfried, Hsi, Ryan, Byram, Brett2023 · 3 citationsUltrasonics. 2023;131:106952
Combining ADMIRE and MV to Improve Image Quality.35900997 · Schlunk, Siegfried, Byram, Brett2022 · 10 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2022;69(9):2651-2662
Training Deep Network Ultrasound Beamformers With Unlabeled In Vivo Data.34428139 · Tierney, Jaime, Luchies, Adam, Khan, Christopher et al.2022 · 20 citationsIEEE transactions on medical imaging. 2022;41(1):158-171
Multidimensional Clutter Filtering of Aperture Domain Data for Improved Blood Flow Sensitivity.33852387 · Ozgun, Kathryn A, Byram, Brett C2021 · 22 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2021;68(8):2645-2656
Evaluating Input Domain and Model Selection for Deep Network Ultrasound Beamforming.33684036 · Tierney, Jaime, Luchies, Adam, Berger, Matthew et al.2021 · 5 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2021;68(7):2370-2385
A Real-Time, GPU-Based Implementation of Aperture Domain Model Image REconstruction.33531299 · Khan, Christopher, Dei, Kazuyuki, Schlunk, Siegfried et al.2021 · 12 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2021;68(6):2101-2116
Iterative Model-Based Beamforming for High Dynamic Range Applications.32746227 · Schlunk, Siegfried, Dei, Kazuyuki, Byram, Brett2021 · 12 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2021;68(3):482-493
Domain Adaptation for Ultrasound Beamforming2007.03096v1 · Jaime Tierney, Adam Luchies, Christopher Khan et al.2020 · 15 citationsarXiv
Assessing the Robustness of Frequency-Domain Ultrasound Beamforming Using Deep Neural Networks.32746184 · Luchies, Adam C, Byram, Brett C2021 · 21 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2020;67(11):2321-2335
On the Effects of Constitutive Properties and Roughness of a Hard Inclusion in Soft Tissue on B-mode Images.32362201 · Karve, Pranav M, Duddu, Ravindra, Tierney, Jaime et al.2021 · 0 citationsUltrasonic imaging. 2020;42(3):159-176
GENRE (GPU Elastic-Net REgression): A CUDA-Accelerated Package for Massively Parallel Linear Regression with Elastic-Net Regularization.35813274 · Khan, Christopher, Byram, Brett2022 · 7 citationsJournal of open source software. 2020;5(54)
A Spatial Coherence Beamformer Design for Power Doppler Imaging.31725374 · Ozgun, Kathryn, Tierney, Jaime, Byram, Brett2021 · 18 citationsIEEE transactions on medical imaging. 2020;39(5):1558-1570
Independent Component-Based Spatiotemporal Clutter Filtering for Slow Flow Ultrasound.31689187 · Tierney, Jaime, Baker, Jennifer, Brown, Daniel et al.2021 · 24 citationsIEEE transactions on medical imaging. 2020;39(5):1472-1482
Non-contrast power Doppler ultrasound imaging for early assessment of trans-arterial chemoembolization of liver tumors.31506503 · Tierney, Jaime, Baker, Jennifer, Borgmann, Anthony et al.2020 · 6 citationsScientific reports. 2019;9(1):13020
Computationally Efficient Implementation of Aperture Domain Model Image Reconstruction.31251180 · Dei, Kazuyuki, Schlunk, Siegfried, Byram, Brett2020 · 12 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2019;66(10):1546-1559
Training improvements for ultrasound beamforming with deep neural networks.30630154 · Luchies, A C, Byram, B C2019 · 26 citationsPhysics in medicine and biology. 2019;64(4):045018
Combining Slow Flow Techniques With Adaptive Demodulation for Improved Perfusion Ultrasound Imaging Without Contrast.30735994 · Tierney, Jaime, Walsh, Kristy, Griffith, Helen et al.2020 · 19 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2019;66(5):834-848
Feasibility of non-linear beamforming ultrasound methods to characterize and size kidney stones.30153279 · Hsi, Ryan S, Schlunk, Siegfried G, Tierney, Jaime E et al.2019 · 3 citationsPloS one. 2018;13(8):e0203138
A Robust Method for Ultrasound Beamforming in the Presence of Off-Axis Clutter and Sound Speed Variation.29723842 · Dei, Kazuyuki, Byram, Brett2018 · 19 citationsUltrasonics. 2018;89:34-45
Model-based beamforming with plane wave synthesis in medical ultrasound.29721516 · Dei, Kazuyuki, Tierney, Jaime, Byram, Brett2024 · 8 citationsJournal of medical imaging (Bellingham, Wash.). 2018;5(2):027001
Deep Neural Networks for Ultrasound Beamforming.29994441 · Luchies, Adam C, Byram, Brett C2019 · 184 citationsIEEE transactions on medical imaging. 2018;37(9):2010-2021
In vitro feasibility of next generation non-linear beamforming ultrasound methods to characterize and size kidney stones.29356874 · Tierney, Jaime E, Schlunk, Siegfried G, Jones, Rebecca et al.2019 · 18 citationsUrolithiasis. 2019;47(2):181-188
The Impact of Model-Based Clutter Suppression on Cluttered, Aberrated Wavefronts.28742033 · Dei, Kazuyuki, Byram, Brett2019 · 40 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2017;64(10):1450-1464
Adaptive Clutter Demodulation for Non-Contrast Ultrasound Perfusion Imaging.28622670 · Tierney, Jaime, Coolbaugh, Crystal, Towse, Theodore et al.2018 · 41 citationsIEEE transactions on medical imaging. 2017;36(9):1979-1991
Pseudononlinear ultrasound simulation approach for reverberation clutter.27990454 · Byram, Brett, Shu, Jasmine2026 · 19 citationsJournal of medical imaging (Bellingham, Wash.). 2016;3(4):046005
Improving Displacement Signal-to-Noise Ratio for Low-Signal Radiation Force Elasticity Imaging Using Bayesian Techniques.27157861 · Dumont, Douglas M, Walsh, Kristy M, Byram, Brett C2017 · 14 citationsUltrasound in medicine & biology. 2016;42(8):1986-97
A model and regularization scheme for ultrasonic beamforming clutter reduction.26559622 · Byram, Brett, Dei, Kazuyuki, Tierney, Jaime et al.2016 · 119 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2015;62(11):1913-27
Quantitative Imaging Assessment of an Alternative Approach to Surgical Mitral Valve Leaflet Resection: An Acute Porcine Study.26508331 · Boronyak, Steven M, Fredi, Joseph L, Young, Michael N et al.2017 · 1 citationAnnals of biomedical engineering. 2016;44(7):2240-50
Robust Tracking of Small Displacements With a Bayesian Estimator.26529761 · Dumont, Douglas M, Byram, Brett C2016 · 19 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2016;63(1):20-34
Short-lag spatial coherence imaging on matrix arrays, part II: Phantom and in vivo experiments.24960701 · Jakovljevic, Marko, Byram, Brett C, Hyun, Dongwoon et al.2015 · 17 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2014;61(7):1113-22
The feasibility of myocardial infarct visualization using atrial kick induced strain (AKIS) contrast.24613554 · Byram, Brett, Kim, Han, Van Assche, Lowie et al.2015 · 0 citationsUltrasound in medicine & biology. 2014;40(6):1104-17
Ultrasonic multipath and beamforming clutter reduction: a chirp model approach.24569248 · Byram, Brett, Jakovljevic, Marko2014 · 66 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2014;61(3):428-40
Synthetic aperture focusing for short-lag spatial coherence imaging.24658715 · Bottenus, Nick, Byram, Brett C, Dahl, Jeremy J et al.2014 · 69 citationsIEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2013;60(9):1816-26
Ultrasonic characterization of the nonlinear properties of canine livers by measuring shear wave speed and axial strain with increasing portal venous pressure.23726184 · Rotemberg, Veronica, Byram, Brett, Palmeri, Mark et al.2013 · 20 citationsJournal of biomechanics. 2013;46(11):1875-81
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