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

Deep learning for real-time semantic segmentation: Application in ultrasound imaging

(2021) Abdeldjalil Ouahabi et al.   PATTERN RECOGNITION LETTERS

Global guidance network for breast lesion segmentation in ultrasound images

(2021) Cheng Xue et al.   MEDICAL IMAGE ANALYSIS

ASU-Net++: A nested U-Net with adaptive feature extractions for liver tumor segmentation

(2021) Qinhan Gao et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Hybrid deep learning segmentation models for atherosclerotic plaque in internal carotid artery B-mode ultrasound

(2021) Pankaj K. Jain et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment

(2021) Francesco Marzola et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Comparing deep learning-based automatic segmentation of breast masses to expert interobserver variability in ultrasound imaging

(2021) Jeremy M. Webb et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Blind de-convolution of images degraded by atmospheric turbulence

(2020) Gongping Chen et al.   APPLIED SOFT COMPUTING

Computer‐aided diagnosis of breast ultrasound images using ensemble learning from convolutional neural networks

(2020) Woo Kyung Moon et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

An Automatic Nucleus Segmentation and CNN Model based Classification Method of White Blood Cell

(2020) Partha Pratim Banik et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep Learning in Medical Ultrasound Analysis: A Review

(2019) Shengfeng Liu et al.   Engineering

Recent computational methods for white blood cell nuclei segmentation: A comparative study

(2019) Alan R. Andrade et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

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

(2019) Zhemin Zhuang et al.   PLoS One

U-net like deep autoencoders for deblurring atmospheric turbulence

(2019) Gongping Chen et al.   JOURNAL OF ELECTRONIC IMAGING

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

(2019) Shi Yin et al.   MEDICAL IMAGE ANALYSIS

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

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

(2017) Kai Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

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

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE