SCS-Net: A Scale and Context Sensitive Network for Retinal Vessel Segmentation

NFN＋: A novel network followed network for retinal vessel segmentation

(2020) Yicheng Wu et al.   NEURAL NETWORKS

Skin lesion segmentation via generative adversarial networks with dual discriminators

(2020) Baiying Lei et al.   MEDICAL IMAGE ANALYSIS

CPFNet: Context Pyramid Fusion Network for Medical Image Segmentation

(2020) Shuanglang Feng et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

DUNet: A deformable network for retinal vessel segmentation

(2019) Qiangguo Jin et al.   KNOWLEDGE-BASED SYSTEMS

Attention gated networks: Learning to leverage salient regions in medical images

(2019) Jo Schlemper et al.   MEDICAL IMAGE ANALYSIS

OBELISK-Net: Fewer layers to solve 3D multi-organ segmentation with sparse deformable convolutions

(2019) Mattias P. Heinrich et al.   MEDICAL IMAGE ANALYSIS

The impact of class imbalance in classification performance metrics based on the binary confusion matrix

(2019) Amalia Luque et al.   PATTERN RECOGNITION

Convolutional sparse kernel network for unsupervised medical image analysis

(2019) Euijoon Ahn et al.   MEDICAL IMAGE ANALYSIS

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

(2019) Zaiwang Gu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep vessel segmentation by learning graphical connectivity

(2019) Seung Yeon Shin et al.   MEDICAL IMAGE ANALYSIS

Context-guided fully convolutional networks for joint craniomaxillofacial bone segmentation and landmark digitization

(2019) Jun Zhang et al.   MEDICAL IMAGE ANALYSIS

Tensor-cut: A tensor-based graph-cut blood vessel segmentation method and its application to renal artery segmentation

(2019) Chenglong Wang et al.   MEDICAL IMAGE ANALYSIS

MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation

(2019) Nabil Ibtehaz et al.   NEURAL NETWORKS

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

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

Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks

(2018) Karen López-Linares et al.   MEDICAL IMAGE ANALYSIS

Large-scale retrieval for medical image analytics: A comprehensive review

(2018) Zhongyu Li et al.   MEDICAL IMAGE ANALYSIS

Fully convolutional multi-scale residual DenseNets for cardiac segmentation and automated cardiac diagnosis using ensemble of classifiers

(2018) Mahendra Khened et al.   MEDICAL IMAGE ANALYSIS

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Multi-level deep supervised networks for retinal vessel segmentation

(2017) Juan Mo et al.   International Journal of Computer Assisted Radiology and Surgery

Robust Retinal Vessel Segmentation via Locally Adaptive Derivative Frames in Orientation Scores

(2016) Jiong Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Cross-Modality Learning Approach for Vessel Segmentation in Retinal Images

(2016) Qiaoliang Li et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Segmenting Retinal Blood Vessels With _newline Deep Neural Networks

(2016) Pawel Liskowski et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

General Retinal Vessel Segmentation Using Regularization-Based Multiconcavity Modeling

(2010) Benson S Y Lam et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING