A 3D Grouped Convolutional Network Fused with Conditional Random Field and Its Application in Image Multi-target Fine Segmentation

Semantic Segmentation by Multi-Scale Feature Extraction Based on Grouped Dilated Convolution Module

(2021) Dong Seop Kim et al.   Mathematics

Fully multi-target segmentation for breast ultrasound image based on fully convolutional network

(2020) Yingtao Zhang et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Deeply supervised 3D fully convolutional networks with group dilated convolution for automatic MRI prostate segmentation

(2019) Bo Wang et al.   MEDICAL PHYSICS

3D convolutional neural networks for tumor segmentation using long-range 2D context

(2019) Pawel Mlynarski et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges

(2019) Mohammad Hesam Hesamian et al.   JOURNAL OF DIGITAL IMAGING

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

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

On Detection, Data Association and Segmentation for Multi-target Tracking

(2018) Yicong Tian et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Robust liver vessel extraction using 3D U-Net with variant dice loss function

(2018) Qing Huang et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

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

Esophagus segmentation in CT via 3D fully convolutional neural network and random walk

(2017) Tobias Fechter et al.   MEDICAL PHYSICS

Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach

(2017) Sergi Valverde et al.   NEUROIMAGE

MRI Segmentation of the Human Brain: Challenges, Methods, and Applications

(2015) Ivana Despotović et al.   Computational and Mathematical Methods in Medicine

On Potts Model Clustering, KernelK-Means and Density Estimation

(2008) Alejandro Murua et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS