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Deep learning workflow in radiology: a primer

Insights into imaging, 2020-02, Vol.11 (1), p.22-22, Article 22

2020

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Simulating federated learning for steatosis detection using ultrasound images

Scientific reports, 2024-06, Vol.14 (1), p.13253-12, Article 13253

2024

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Radiomics using computed tomography to predict CD73 expression and prognosis of colorectal cancer liver metastases

Journal of translational medicine, 2023-07, Vol.21 (1), p.507-507, Article 507

2023

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Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach

Journal of digital imaging, 2020-08, Vol.33 (4), p.937-945

2020

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Interpretable clinical phenotypes among patients hospitalized with COVID-19 using cluster analysis

Frontiers in digital health, 2023-04, Vol.5, p.1142822-1142822

2023

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Deep Learning: An Update for Radiologists

Radiographics, 2021-09, Vol.41 (5), p.1427-1445

2021

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Stolt's f-k migration for plane wave ultrasound imaging

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2013-09, Vol.60 (9), p.1853-1867

2013

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Generation of remote adaptive torsional shear waves with an octagonal phased array to enhance displacements and reduce variability of shear wave speeds: comparison with quasi-plane shear wavefronts

Physics in medicine & biology, 2015-10, Vol.60 (20), p.8161-8185

2015

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Acoustic radiation force induced resonance elastography of coagulating blood: theoretical viscoelasticity modeling and ex vivo experimentation

Physics in medicine & biology, 2018-03, Vol.63 (6), p.65018

2018

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CT analysis of aortic calcifications to predict abdominal aortic aneurysm rupture

European radiology, 2024-06, Vol.34 (6), p.3903-3911

2024

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A Robotic Ultrasound Scanner for Automatic Vessel Tracking and Three-Dimensional Reconstruction of B-Mode Images

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2016-01, Vol.63 (1), p.35-46

2016

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Between‐Visit Reproducibility of Shear Wave Viscoelastography in Volunteers and Patients With Metabolic Dysfunction‐Associated Steatotic Liver Disease

Journal of ultrasound in medicine, 2024-08

2024

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Validation and application of a nondestructive and contactless method for rheological evaluation of biomaterials

Journal of biomedical materials research. Part B, Applied biomaterials, 2017-11, Vol.105 (8), p.2565-2573

2017

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Frequency adaptation for enhanced radiation force amplitude in dynamic elastography

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2015-08, Vol.62 (8), p.1453-1466

2015

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Rheological assessment of a polymeric spherical structure using a three-dimensional shear wave scattering model in dynamic spectroscopy elastography

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2014-02, Vol.61 (2), p.277-287

2014

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Shear Wave Induced Resonance Elastography of Venous Thrombi: A Proof-of-Concept

IEEE transactions on medical imaging, 2013-03, Vol.32 (3), p.565-577

2013

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Dynamic quantitative ultrasound imaging of mimicked breast lesions during shear wave propagation to emphasize differences in tissue statistical backscatter properties

The Journal of the Acoustical Society of America, 2013-05, Vol.133 (5_Supplement), p.3357-3357

2013

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Semi-Supervised Tumor Response Grade Classification from Histology Images of Colorectal Liver Metastases

2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, p.1-5

2022

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Viscoelastic characterization of elliptical mechanical heterogeneities using a semi-analytical shear-wave scattering model for elastometry measures

Physics in medicine & biology, 2013-04, Vol.58 (7), p.2325-2348, Article 2325

2013

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Ultrasound viscoelasticity assessment using an adaptive torsional shear wave propagation method

Medical physics (Lancaster), 2016-04, Vol.43 (4), p.1603-1614

2016

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Long-term viscoelasticity monitoring of enzymatic degradation of chitosan scaffolds

Frontiers in bioengineering and biotechnology, 2016, Vol.4

2016

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Dynamic quantitative ultrasound imaging of mimicked breast lesions during shear wave propagation to emphasize differences in tissue statistical backscatter properties

Proceedings of Meetings on Acoustics, 2013, Vol.19 (1)

2013

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Automated liver segmentation and steatosis grading using deep learning on B-mode ultrasound images

2023 IEEE International Ultrasonics Symposium (IUS), 2023, p.1-4

2023

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The effect of frequency adaptation according to the attenuation coefficient and focus depth on radiation force amplitude and estimated displacements

2014 IEEE International Ultrasonics Symposium, 2014, p.2308-2311

2014

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Real-time processing in dynamic ultrasound elastography: A GPU-based implementation using CUDA

2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA), 2012, p.472-477

2012

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Deep learning workflow in radiology: a primer

Simulating federated learning for steatosis detection using ultrasound images

Radiomics using computed tomography to predict CD73 expression and prognosis of colorectal cancer liver metastases

Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach

Interpretable clinical phenotypes among patients hospitalized with COVID-19 using cluster analysis

Deep Learning: An Update for Radiologists

Stolt's f-k migration for plane wave ultrasound imaging

Generation of remote adaptive torsional shear waves with an octagonal phased array to enhance displacements and reduce variability of shear wave speeds: comparison with quasi-plane shear wavefronts

Acoustic radiation force induced resonance elastography of coagulating blood: theoretical viscoelasticity modeling and ex vivo experimentation

CT analysis of aortic calcifications to predict abdominal aortic aneurysm rupture

A Robotic Ultrasound Scanner for Automatic Vessel Tracking and Three-Dimensional Reconstruction of B-Mode Images

Between‐Visit Reproducibility of Shear Wave Viscoelastography in Volunteers and Patients With Metabolic Dysfunction‐Associated Steatotic Liver Disease

Validation and application of a nondestructive and contactless method for rheological evaluation of biomaterials

Frequency adaptation for enhanced radiation force amplitude in dynamic elastography

Rheological assessment of a polymeric spherical structure using a three-dimensional shear wave scattering model in dynamic spectroscopy elastography

Shear Wave Induced Resonance Elastography of Venous Thrombi: A Proof-of-Concept

Dynamic quantitative ultrasound imaging of mimicked breast lesions during shear wave propagation to emphasize differences in tissue statistical backscatter properties

Semi-Supervised Tumor Response Grade Classification from Histology Images of Colorectal Liver Metastases

Viscoelastic characterization of elliptical mechanical heterogeneities using a semi-analytical shear-wave scattering model for elastometry measures

Ultrasound viscoelasticity assessment using an adaptive torsional shear wave propagation method

Long-term viscoelasticity monitoring of enzymatic degradation of chitosan scaffolds

Dynamic quantitative ultrasound imaging of mimicked breast lesions during shear wave propagation to emphasize differences in tissue statistical backscatter properties

Automated liver segmentation and steatosis grading using deep learning on B-mode ultrasound images

The effect of frequency adaptation according to the attenuation coefficient and focus depth on radiation force amplitude and estimated displacements

Real-time processing in dynamic ultrasound elastography: A GPU-based implementation using CUDA

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