Literature DB >> 30507500

Robust Short-Lag Spatial Coherence Imaging of Breast Ultrasound Data: Initial Clinical Results.

Alycen Wiacek, Ole Marius Hoel Rindal, Eniola Falomo, Kelly Myers, Kelly Fabrega-Foster, Susan Harvey, Muyinatu A Lediju Bell.   

Abstract

Ultrasound is frequently used in conjunction with mammography in order to detect breast cancer as early as possible. However, due largely to the heterogeneity of breast tissue, ultrasound images are plagued with clutter that obstructs important diagnostic features. Short-lag spatial coherence (SLSC) imaging has proven to be effective at clutter reduction in noisy ultrasound images. M -Weighted SLSC and Robust-SLSC (R-SLSC) imaging were recently introduced to further improve image quality at higher lag values, while R-SLSC imaging has the added benefit of enabling the adjustment of tissue texture to produce a tissue signal-to-noise ratio (SNR) that is quantitatively similar to B-mode speckle SNR. This paper investigates the initial application of SLSC, M -Weighted SLSC, and R-SLSC imaging to nine targets in the female breast [two simple cysts, one complicated cyst, two fibroadenomas, one hematoma, one complex cystic and solid mass, one invasive ductal carcinoma (IDC), and one ductal carcinoma in situ (DCIS)]. As expected, R-SLSC beamforming improves cyst and hematoma contrast by up to 6.35 and 1.55 dB, respectively, when compared to the original B-mode image, and similar improvements are achieved with SLSC and M -Weighted SLSC imaging. However, an interesting finding from this initial investigation is that the solid masses (i.e., fibroadenoma, complex cystic and solid mass, IDC, and DCIS), which appear as hypoechoic in the B-mode image, have similarly high coherence to that of surrounding tissue in coherence-based images. This work holds promise for using SLSC, M -Weighted SLSC, and/or R-SLSC imaging to distinguish between fluid-filled and solid hypoechoic breast masses.

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Mesh:

Year:  2018        PMID: 30507500      PMCID: PMC7730490          DOI: 10.1109/TUFFC.2018.2883427

Source DB:  PubMed          Journal:  IEEE Trans Ultrason Ferroelectr Freq Control        ISSN: 0885-3010            Impact factor:   2.725


  26 in total

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Authors:  Nick Bottenus; Brett C Byram; Jeremy J Dahl; Gregg E Trahey
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2013-09       Impact factor: 2.725

4.  Short-lag spatial coherence of backscattered echoes: imaging characteristics.

Authors:  Muyinatu A Lediju; Gregg E Trahey; Brett C Byram; Jeremy J Dahl
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2011-07       Impact factor: 2.725

5.  In vivo application of short-lag spatial coherence and harmonic spatial coherence imaging in fetal ultrasound.

Authors:  Vaibhav Kakkad; Jeremy Dahl; Sarah Ellestad; Gregg Trahey
Journal:  Ultrason Imaging       Date:  2014-08-12       Impact factor: 1.578

6.  Resolution and brightness characteristics of short-lag spatial coherence (SLSC) images.

Authors:  Muyinatu A Lediju Bell; Jeremy J Dahl; Gregg E Trahey
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2015-07       Impact factor: 2.725

7.  Fibroadenoma of the breast: sonographic appearance.

Authors:  B D Fornage; J G Lorigan; E Andry
Journal:  Radiology       Date:  1989-09       Impact factor: 11.105

8.  Efficient Strategies for Estimating the Spatial Coherence of Backscatter.

Authors:  Dongwoon Hyun; Anna Lisa C Crowley; Jeremy J Dahl
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2016-12-01       Impact factor: 2.725

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Journal:  Ultrasonics       Date:  2002-05       Impact factor: 2.890

10.  Short-lag spatial coherence imaging of cardiac ultrasound data: initial clinical results.

Authors:  Muyinatu A Lediju Bell; Robi Goswami; Joseph A Kisslo; Jeremy J Dahl; Gregg E Trahey
Journal:  Ultrasound Med Biol       Date:  2013-08-09       Impact factor: 2.998

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  6 in total

Review 1.  Spatial Coherence in Medical Ultrasound: A Review.

Authors:  James Long; Gregg Trahey; Nick Bottenus
Journal:  Ultrasound Med Biol       Date:  2022-03-11       Impact factor: 3.694

Review 2.  Advances in ultrasonography: image formation and quality assessment.

Authors:  Hideyuki Hasegawa
Journal:  J Med Ultrason (2001)       Date:  2021-10-20       Impact factor: 1.314

3.  Optimally-weighted non-linear beamformer for conventional focused beam ultrasound imaging systems.

Authors:  Anudeep Vayyeti; Arun K Thittai
Journal:  Sci Rep       Date:  2021-11-03       Impact factor: 4.379

4.  CohereNet: A Deep Learning Architecture for Ultrasound Spatial Correlation Estimation and Coherence-Based Beamforming.

Authors:  Alycen Wiacek; Eduardo Gonzalez; Muyinatu A Lediju Bell
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2020-11-24       Impact factor: 2.725

5.  Deep Learning to Obtain Simultaneous Image and Segmentation Outputs From a Single Input of Raw Ultrasound Channel Data.

Authors:  Arun Asokan Nair; Kendra N Washington; Trac D Tran; Austin Reiter; Muyinatu A Lediju Bell
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2020-11-24       Impact factor: 2.725

6.  Deep Learning for Ultrasound Image Formation: CUBDL Evaluation Framework and Open Datasets.

Authors:  Dongwoon Hyun; Alycen Wiacek; Sobhan Goudarzi; Sven Rothlubbers; Amir Asif; Klaus Eickel; Yonina C Eldar; Jiaqi Huang; Massimo Mischi; Hassan Rivaz; David Sinden; Ruud J G van Sloun; Hannah Strohm; Muyinatu A Lediju Bell
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2021-11-23       Impact factor: 2.725

  6 in total

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