Learning multi-level structural information for small organ segmentation

Adaptive total variation based image segmentation with semi-proximal alternating minimization

(2021) Tingting Wu et al.   SIGNAL PROCESSING

Learned snakes for 3D image segmentation

(2021) Lihong Guo et al.   SIGNAL PROCESSING

A regularized convolutional neural network for semantic image segmentation

(2020) Fan Jia et al.   Analysis and Applications

CGNet: cross-guidance network for semantic segmentation

(2020) Zhijie Zhang et al.   Science China-Information Sciences

Bimodal Automated Carotid Ultrasound Segmentation Using Geometrically Constrained Deep Neural Networks

(2020) Carl Azzopardi et al.   IEEE Journal of Biomedical and Health Informatics

A weighted bounded Hessian variational model for image labeling and segmentation

(2020) Yijie Yang et al.   SIGNAL PROCESSING

Learning Geodesic Active Contours for Embedding Object Global Information in Segmentation CNNs

(2020) Jun Ma et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

(2020) Fabian Isensee et al.   NATURE METHODS

Multiscale multilevel context and multimodal fusion for RGB-D salient object detection

(2020) Junwei Wu et al.   SIGNAL PROCESSING

Automatic Pancreas Segmentation in CT Images With Distance-Based Saliency-Aware DenseASPP Network

(2020) Peijun Hu et al.   IEEE Journal of Biomedical and Health Informatics

Multilevel Edge Features Guided Network for Image Denoising

(2020) Faming Fang et al.   IEEE Transactions on Neural Networks and Learning Systems

Holistic decomposition convolution for effective semantic segmentation of medical volume images

(2019) Guodong Zeng et al.   MEDICAL IMAGE ANALYSIS

Multiscale receptive field based on residual network for pancreas segmentation in CT images

(2019) Feiyan Li et al.   Biomedical Signal Processing and Control

Recurrent Saliency Transformation Network for Tiny Target Segmentation in Abdominal CT Scans

(2019) Lingxi Xie et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Reducing the Hausdorff Distance in Medical Image Segmentation With Convolutional Neural Networks

(2019) Davood Karimi et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

AnatomyNet: Deep learning for fast and fully automated whole-volume segmentation of head and neck anatomy

(2018) Wentao Zhu et al.   MEDICAL PHYSICS

Gland Instance Segmentation Using Deep Multichannel Neural Networks

(2017) Yan Xu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automated Abdominal Multi-Organ Segmentation With Subject-Specific Atlas Generation

(2013) Robin Wolz et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING