[HTML][HTML] Dataset of breast ultrasound images
W Al-Dhabyani, M Gomaa, H Khaled, A Fahmy - Data in brief, 2020 - Elsevier
… in this article reviews the medical images of breast cancer using ultrasound scan. Breast
Ultrasound Dataset is categorized into three classes: normal, benign, and malignant images. …
Ultrasound Dataset is categorized into three classes: normal, benign, and malignant images. …
Ultrasound imaging technologies for breast cancer detection and management: a review
… cancer detection and diagnosis. In this review, we summarize ultrasound imaging
technologies and their clinical applications for the management of breast cancer patients. The …
technologies and their clinical applications for the management of breast cancer patients. The …
Automated breast cancer detection and classification using ultrasound images: A survey
… breast cancer control, and it can increase the success of treatment, save lives and reduce cost.
Ultrasound imaging … to detect and classify abnormalities of the breast. In order to eliminate …
Ultrasound imaging … to detect and classify abnormalities of the breast. In order to eliminate …
Transfer learning in breast cancer diagnoses via ultrasound imaging
… of transfer learning in ultrasound breast imaging are rare. … on detecting breast cancer from
ultrasound images by using … in ultrasound imaging for the purposes of breast cancer detection …
ultrasound images by using … in ultrasound imaging for the purposes of breast cancer detection …
Comparing different ultrasound imaging methods for breast cancer detection
N Ozmen, R Dapp, M Zapf, H Gemmeke… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
… ful in detecting tumors in dense breasts which may be missed using mammography [1], [2].
The application of ultrasound as a noninvasive imaging modality for breast cancer detection …
The application of ultrasound as a noninvasive imaging modality for breast cancer detection …
Detection and classification of masses in breast ultrasound images
X Shi, HD Cheng, L Hu, W Ju, J Tian - Digital signal processing, 2010 - Elsevier
… Breast cancer can be treated most effectively when detected in its early stage. Due to the
superiority to mammography in its ability to detect focal abnormalities in the dense …
superiority to mammography in its ability to detect focal abnormalities in the dense …
Classification of breast cancer ultrasound images with deep learning-based models
F Uysal, MM Köse - Engineering Proceedings, 2022 - mdpi.com
… -class classification was made on breast cancer ultrasound images. Thus, unlike the binary
… classes of breast cancer can also be detected. Instead of using the ultrasound images directly…
… classes of breast cancer can also be detected. Instead of using the ultrasound images directly…
Feature selection for breast cancer detection from ultrasound images
MAR Nayeem, MAM Joadder, SA Shetu… - … , Electronics & Vision …, 2014 - ieeexplore.ieee.org
… breast cancer, we have to filter out noise and other discrepancies from ultrasound image,
segment image … , use an appropriate classifier to detect cancer, and then evaluate how effective …
segment image … , use an appropriate classifier to detect cancer, and then evaluate how effective …
Discrimination of breast cancer based on ultrasound images and convolutional neural network
R Du, Y Chen, T Li, L Shi, Z Fei, Y Li - Journal of oncology, 2022 - Wiley Online Library
… gray scale ultrasound images in this study. We retrained Efficient-Det using an exclusively
public ultrasound dataset and then measured performance on our local breast cancer dataset. …
public ultrasound dataset and then measured performance on our local breast cancer dataset. …
Breast cancer classification in ultrasound images using transfer learning
A Hijab, MA Rushdi, MM Gomaa… - 2019 Fifth international …, 2019 - ieeexplore.ieee.org
… images. In their work, they used mammogram (MG) and MRI datasets of 282 and 123 images…
extend their research and experiment on 1,000 ultrasound images instead, that were further …
extend their research and experiment on 1,000 ultrasound images instead, that were further …
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