Weakly Supervised Breast Lesion Detection in DCE-MRI using Self-Transfer Learning.
Sign Up to like & getrecommendations! Published in 2023 at "Medical physics"
DOI: 10.1002/mp.16296
Abstract: BACKGROUND Breast cancer is a typically diagnosed and life-threatening cancer in women. Thus, dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is increasingly used for breast lesion detection and diagnosis because of the high resolution of soft… read more here.
Keywords: weakly supervised; breast; lesion detection; dce mri ... See more keywords
Breast Lesion Classification in Ultrasound Images Using Deep Convolutional Neural Network
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DOI: 10.1109/access.2020.3010863
Abstract: In recent years, convolutional neural networks (CNNs) have found many applications in medical image analysis. Having enough labeled data, CNNs could be trained to learn image features and used for object localization, classification, and segmentation.… read more here.
Keywords: ultrasound images; breast lesion; image; convolutional neural ... See more keywords
A Multiscale Nonlocal Feature Extraction Network for Breast Lesion Segmentation in Ultrasound Images
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3265107
Abstract: Breast lesion segmentation in ultrasound images is of great importance since it can help us to characterize and localize lesion regions. However, low-quality imaging, blurred boundary, and variable lesion shapes bring challenges to accurate segmentation.… read more here.
Keywords: breast; feature; segmentation; lesion segmentation ... See more keywords
Contrast-Enhanced Cone-Beam Breast CT: An Analysis of Diagnostic Value in Predicting Breast Lesion With Rim Enhancement Malignancy
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2022.868975
Abstract: Background The objective of the current study was to investigate the diagnostic value of contrast-enhanced cone-beam breast computed tomography (CE-CBBCT) for breast lesion with rim enhancement (RE). Methods All 36 patients were examined by non-contrast… read more here.
Keywords: breast lesion; contrast; enhancement; contrast enhanced ... See more keywords