LESION DETECTABILITY AND CONTRAST ENHANCEMENT WITH BEAM MULTIPLY AND SUM BEAMFORMING FOR NON-STEERED PLANE WAVE ULTRASOUND IMAGING

被引:4
作者
Madhavanunni, A. N. [1 ]
Panicker, Mahesh Raveendranatha [1 ]
机构
[1] Indian Inst Technol Palakkad, Ctr Computat Imaging, Palakkad, Kerala, India
来源
2022 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (IEEE ISBI 2022) | 2022年
关键词
Beamforming; contrast; lesion detection; plane-wave imaging; ultrasound;
D O I
10.1109/ISBI52829.2022.9761662
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Diagnostic ultrasound imaging systems typically employ the traditional delay and sum (DAS) beamforming for image reconstruction because of its reduced complexity. But the limited contrast and resolution of DAS beamformed images makes it difficult for the detection of small lesions with a single non-steered plane wave insonification. To address these limitations, this paper demonstrates a novel beamforming technique named as beam multiply and sum (BMAS) for enhancement of contrast and lesion detectability with a non-steered plane wave insonification. The intensity linearity of BMAS is evaluated in-silico and the contrast is evaluated in-vitro and in-vivo. When compared to DAS, BMAS images for in-vitro datasets showed an improvement of 33%, 16.78% and 6.3% in lateral resolution, contrast ratio and contrast-to-noise ratio, respectively.
引用
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页数:4
相关论文
共 11 条
[1]  
Bell M., IEEE DATAPORT, DOI DOI 10.21227/F0HN-8F92.S
[2]  
Bell Muyinatu A Lediju, 2020, 2020 IEEE INT ULTRAS, P1
[3]   Lesion Detectability in Diagnostic Ultrasound with Short-Lag Spatial Coherence Imaging [J].
Dahl, Jeremy J. ;
Hyun, Dongwoon ;
Lediju, Muyinatu ;
Trahey, Gregg E. .
ULTRASONIC IMAGING, 2011, 33 (02) :119-133
[4]   Deep Learning for Ultrasound Image Formation: CUBDL Evaluation Framework and Open Datasets [J].
Hyun, Dongwoon ;
Wiacek, Alycen ;
Goudarzi, Sobhan ;
Rothlubbers, Sven ;
Asif, Amir ;
Eickel, Klaus ;
Eldar, Yonina C. ;
Huang, Jiaqi ;
Mischi, Massimo ;
Rivaz, Hassan ;
Sinden, David ;
van Sloun, Ruud J. G. ;
Strohm, Hannah ;
Bell, Muyinatu A. Lediju .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2021, 68 (12) :3466-3483
[5]   Plane-Wave Imaging Challenge in Medical Ultrasound [J].
Liebgott, H. ;
Rodriguez-Molares, A. ;
Cervenansky, F. ;
Jensen, J. A. ;
Bernard, O. .
2016 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2016,
[6]   Confocal microwave imaging for breast cancer detection: Delay-multiply-and-sum image reconstruction algorithm [J].
Lim, Hooi Been ;
Nhung, Nguyen Thi Tuyet ;
Li, Er-Ping ;
Thang, Nguyen Duc .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2008, 55 (06) :1697-1704
[7]   The Delay Multiply and Sum Beamforming Algorithm in Ultrasound B-Mode Medical Imaging [J].
Matrone, Giulia ;
Savoia, Alessandro Stuart ;
Caliano, Giosue ;
Magenes, Giovanni .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2015, 34 (04) :940-949
[8]   Signal acquisition and processing in medical diagnostic ultrasound [J].
Quistgaard, JU .
IEEE SIGNAL PROCESSING MAGAZINE, 1997, 14 (01) :67-74
[9]   The Effect of Dynamic Range Alterations in the Estimation of Contrast [J].
Rindal, Ole Marius Hoel ;
Austeng, Andreas ;
Fatemi, Ali ;
Rodriguez-Molares, Alfonso .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2019, 66 (07) :1198-1208
[10]   The Generalized Contrast-to-Noise Ratio: A Formal Definition for Lesion Detectability [J].
Rodriguez-Molares, Alfonso ;
Rindal, Ole Marius Hoel ;
D'hooge, Jan ;
Masoy, Svein-Erik ;
Austeng, Andreas ;
Bell, Muyinatu A. Lediju ;
Torp, Hans .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2020, 67 (04) :745-759