AAU-Net: An Adaptive Attention U-Net for Breast Lesions Segmentation in Ultrasound Images

A novel convolutional neural network for kidney ultrasound images segmentation

(2022) Gongping Chen et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images

(2022) Xiaoqing Zhang et al.   MEDICAL IMAGE ANALYSIS

Boundary-rendering network for breast lesion segmentation in ultrasound images

(2022) Ruobing Huang et al.   MEDICAL IMAGE ANALYSIS

C-Net: Cascaded convolutional neural network with global guidance and refinement residuals for breast ultrasound images segmentation

(2022) Gongping Chen et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Convolutional neural networks for breast cancer detection in mammography: A survey

(2021) Leila Abdelrahman et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Global guidance network for breast lesion segmentation in ultrasound images

(2021) Cheng Xue et al.   MEDICAL IMAGE ANALYSIS

Dilated densely connected U-Net with uncertainty focus loss for 3D ABUS mass segmentation

(2021) Xuyang Cao et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Domain Knowledge Powered Deep Learning for Breast Cancer Diagnosis Based on Contrast-Enhanced Ultrasound Videos

(2021) Chen Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Applying deep learning in digital breast tomosynthesis for automatic breast cancer detection: A review

(2021) Jun Bai et al.   MEDICAL IMAGE ANALYSIS

Dilated Semantic Segmentation for Breast Ultrasonic Lesion Detection Using Parallel Feature Fusion

(2021) Rizwana Irfan et al.   Diagnostics

Accurate segmentation of breast tumors using AE U-net with HDC model in ultrasound images

(2021) Yu Yan et al.   Biomedical Signal Processing and Control

SDFNet: Automatic segmentation of kidney ultrasound images using multi-scale low-level structural feature

(2021) Gongping Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

SMU-Net: Saliency-Guided Morphology-Aware U-Net for Breast Lesion Segmentation in Ultrasound Image

(2021) Zhenyuan Ning et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Breast Ultrasound Region of Interest Detection and Lesion Localisation

(2020) Moi Hoon Yap et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Breast mass segmentation in ultrasound with selective kernel U-Net convolutional neural network

(2020) Michal Byra et al.   Biomedical Signal Processing and Control

Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review

(2020) Essam H. Houssein et al.   EXPERT SYSTEMS WITH APPLICATIONS

Weakly supervised mitosis detection in breast histopathology images using concentric loss

(2019) Chao Li et al.   MEDICAL IMAGE ANALYSIS

An RDAU-NET model for lesion segmentation in breast ultrasound images

(2019) Zhemin Zhuang et al.   PLoS One

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

(2019) Yi Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound

(2019) Yi Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

(2019) Zongwei Zhou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic breast ultrasound image segmentation: A survey

(2018) Min Xian et al.   PATTERN RECOGNITION

Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks

(2018) Moi Hoon Yap et al.   IEEE Journal of Biomedical and Health Informatics

Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images

(2018) Seung Yeon Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic tumor segmentation in breast ultrasound images using a dilated fully convolutional network combined with an active contour model

(2018) Yuzhou Hu et al.   MEDICAL PHYSICS

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Fully automatic segmentation of breast ultrasound images based on breast characteristics in space and frequency domains

(2015) Min Xian et al.   PATTERN RECOGNITION