μ-Net: Medical image segmentation using efficient and effective deep supervision

PAC-Net: Multi-pathway FPN with position attention guided connections and vertex distance IoU for 3D medical image detection

(2023) Zhenghua Xu et al.   Frontiers in Bioengineering and Biotechnology

ω-net: Dual supervised medical image segmentation with multi-dimensional self-attention and diversely-connected multi-scale convolution

(2022) Zhenghua Xu et al.   NEUROCOMPUTING

Painless and accurate medical image analysis using deep reinforcement learning with task-oriented homogenized automatic pre-processing

(2022) Di Yuan et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Multi-modal contrastive mutual learning and pseudo-label re-learning for semi-supervised medical image segmentation

(2022) Shuo Zhang et al.   MEDICAL IMAGE ANALYSIS

Dense U-net Based on Patch-Based Learning for Retinal Vessel Segmentation

(2019) Chang Wang et al.   Entropy

A variant form of 3D-UNet for infant brain segmentation

(2019) Saqib Qamar et al.   Future Generation Computer Systems-The International Journal of eScience

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

(2019) Nabil Ibtehaz et al.   NEURAL NETWORKS

NiftyNet: a deep-learning platform for medical imaging

(2018) Eli Gibson et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

(2018) Xiaomeng Li et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Deep learning for image-based cancer detection and diagnosis − A survey

(2018) Zilong Hu et al.   PATTERN RECOGNITION

Deep learning of the sectional appearances of 3D CT images for anatomical structure segmentation based on an FCN voting method

(2017) Xiangrong Zhou et al.   MEDICAL PHYSICS

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING