Asymmetric U-shaped network with hybrid attention mechanism for kidney ultrasound images segmentation

A review of image processing methods for fetal head and brain analysis in ultrasound images

(2022) Helena R. Torres et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A novel convolutional neural network for kidney ultrasound images segmentation

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

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

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

(2022) Gongping Chen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Global guidance network for breast lesion segmentation in ultrasound images

(2021) Cheng Xue et al.   MEDICAL IMAGE ANALYSIS

MBANet: Multi-branch aware network for kidney ultrasound images segmentation

(2021) Gongping Chen et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

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

Managing computational complexity using surrogate models: a critical review

(2020) Reza Alizadeh et al.   RESEARCH IN ENGINEERING DESIGN

Two-stage ultrasound image segmentation using U-Net and test time augmentation

(2020) Mina Amiri et al.   International Journal of Computer Assisted Radiology and Surgery

Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation

(2020) Nima Tajbakhsh et al.   MEDICAL IMAGE ANALYSIS

Bidirectional Guided Attention Network for 3-D Semantic Detection of Remote Sensing Images

(2020) Zhibo Rao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Learning in Medical Ultrasound Analysis: A Review

(2019) Shengfeng Liu et al.   Engineering

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

(2019) Zhemin Zhuang et al.   PLoS One

Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks

(2019) Shi Yin et al.   MEDICAL IMAGE ANALYSIS

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

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

A Dynamic Graph Cuts Method with Integrated Multiple Feature Maps for Segmenting Kidneys in 2D Ultrasound Images

(2018) Qiang Zheng et al.   ACADEMIC RADIOLOGY

Kidney segmentation in ultrasound, magnetic resonance and computed tomography images: A systematic review

(2018) Helena R. Torres et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation

(2018) Huazhu Fu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Ultrasound Image Segmentation: A Deeply Supervised Network With Attention to Boundaries

(2018) Deepak Mishra et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

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

Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes

(2016) Juan J. Cerrolaza et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Chronic kidney disease: global dimension and perspectives

(2013) Vivekanand Jha et al.   LANCET