SEResU-Net for Multimodal Brain Tumor Segmentation

SEResU-Net for Multimodal Brain Tumor Segmentation

Glioma is the most common type of brain tumor, and it has a high mortality rate. Accurate tumor segmentation based on magnetic resonance imaging (MRI) is of great significance for the diagnosis and treatment of brain tumors. Recently, the automatic segmentation of brain tumors based on U-Net has gai...

Full description

Bibliographic Details
Main Authors:	Chengdong Yan, Jurong Ding, Hui Zhang, Ke Tong, Bo Hua, Shaolong Shi
Format:	Article
Language:	English
Published:	IEEE 2022-01-01
Series:	IEEE Access
Subjects:	MRI brain tumor segmentation deep learning U-Net residual network squeeze-and-excitation network
Online Access:	https://ieeexplore.ieee.org/document/9917504/

Similar Items

mfeeU-Net: A multi-scale feature extraction and enhancement U-Net for automatic liver segmentation from CT Images
by: Jun Liu, et al.
Published: (2023-02-01)

SEGMENTATION OF CANCER MASSES ON BREAST ULTRASOUND IMAGES USING MODIFIED U-NET
by: Ihssane Khallassi, et al.
Published: (2023-09-01)

Attention Gate ResU-Net for Automatic MRI Brain Tumor Segmentation
by: Jianxin Zhang, et al.
Published: (2020-01-01)

GAU U-Net for multiple sclerosis segmentation
by: Roba Gamal, et al.
Published: (2023-07-01)

Chaining a U-Net With a Residual U-Net for Retinal Blood Vessels Segmentation
by: Gendry Alfonso Francia, et al.
Published: (2020-01-01)

Cross Attention Squeeze Excitation Network (CASE-Net) for Whole Body Fetal MRI Segmentation
by: Justin Lo, et al.
Published: (2021-06-01)

An MRI brain tumor segmentation method based on improved U-Net
by: Jiajun Zhu, et al.
Published: (2024-01-01)

3D pulmonary vessel segmentation based on improved residual attention u-net
by: Jiachen Han, et al.
Published: (2023-12-01)

Brain tumor segmentation with advanced nnU-Net: Pediatrics and adults tumors
by: Mona Kharaji, et al.
Published: (2024-06-01)

U-Net Analysis Architecture For MRI Brain Tumor Segmentation
by: Nur Nafi'iyah
Published: (2023-11-01)

Squeeze-and-excitation Residual U-shaped Network for Left Myocardium Segmentation Based on Cine Cardiac Magnetic Resonance Images
by: WANG Hui, et al.
Published: (2023-12-01)

Single-Input Multi-Output U-Net for Automated 2D Foetal Brain Segmentation of MR Images
by: Andrik Rampun, et al.
Published: (2021-10-01)

On the Exploration of Automatic Building Extraction from RGB Satellite Images Using Deep Learning Architectures Based on U-Net
by: Anastasios Temenos, et al.
Published: (2022-01-01)

Dual U-Net-Based Conditional Generative Adversarial Network for Blood Vessel Segmentation with Reduced Cerebral MR Training Volumes
by: Oliver J. Quintana-Quintana, et al.
Published: (2022-05-01)

AResU-Net: Attention Residual U-Net for Brain Tumor Segmentation
by: Jianxin Zhang, et al.
Published: (2020-05-01)

Road crack segmentation using an attention residual U-Net with generative adversarial
by: Xing Hu, et al.
Published: (2021-11-01)

Cascaded Segmentation U-Net for Quality Evaluation of Scraping Workpiece
by: Hsin-Chung Yin, et al.
Published: (2023-01-01)

TAGU-Net: Transformer Convolution Hybrid-Based U-Net With Attention Gate for Atypical Meningioma Segmentation
by: Hong Huang, et al.
Published: (2023-01-01)

SGEResU-Net for brain tumor segmentation
by: Dongwei Liu, et al.
Published: (2022-03-01)

ChurnNet: Deep Learning Enhanced Customer Churn Prediction in Telecommunication Industry
by: Somak Saha, et al.
Published: (2024-01-01)

EnRDeA U-Net Deep Learning of Semantic Segmentation on Intricate Noise Roads
by: Xiaodong Yu, et al.
Published: (2023-07-01)

ASCU-Net: Attention Gate, Spatial and Channel Attention U-Net for Skin Lesion Segmentation
by: Xiaozhong Tong, et al.
Published: (2021-03-01)

Automated joint skull-stripping and segmentation with Multi-Task U-Net in large mouse brain MRI databases
by: Riccardo De Feo, et al.
Published: (2021-04-01)

Segmentation of Lung Tomographic Images Using U-Net Deep Neural Networks
by: Eduardo Desteafni Stefanato, et al.
Published: (2023-07-01)

An open-source nnU-net algorithm for automatic segmentation of MRI scans in the male pelvis for adaptive radiotherapy
by: Ebbe Laugaard Lorenzen, et al.
Published: (2023-11-01)

Extracting Raft Aquaculture Areas from Remote Sensing Images via an Improved U-Net with a PSE Structure
by: Binge Cui, et al.
Published: (2019-09-01)

Second-order ResU-Net for automatic MRI brain tumor segmentation
by: Ning Sheng, et al.
Published: (2021-06-01)

Heart Chamber Segmentation in Cardiomegaly Conditions Using the CNN Method with U-Net Architecture
by: Tommy Saputra, et al.
Published: (2023-11-01)

Optic disc and cup segmentation for glaucoma detection using Attention U-Net incorporating residual mechanism
by: Yuanyuan Chen, et al.
Published: (2024-03-01)

Multimodal Magnetic Resonance Image Brain Tumor Segmentation Based on ACU-Net Network
by: Ling Tan, et al.
Published: (2021-01-01)

The Use of U-Net Convolutional Neural Network in Magnetic Resonance Images Segmentation
by: Jan PRZYBYSZEWSKI, et al.
Published: (2020-09-01)

Arrhythmia Detection Based on WGAN-GP and SE-ResNet1D
by: Jing Qin, et al.
Published: (2022-10-01)

MSR U-Net: An Improved U-Net Model for Retinal Blood Vessel Segmentation
by: Giri Babu Kande, et al.
Published: (2024-01-01)

RotU-Net: An Innovative U-Net With Local Rotation for Medical Image Segmentation
by: Fuxiang Zhang, et al.
Published: (2024-01-01)

Circle-U-Net: An Efficient Architecture for Semantic Segmentation
by: Feng Sun, et al.
Published: (2021-05-01)

Modified U-NET Architecture for Segmentation of Skin Lesion
by: Vatsala Anand, et al.
Published: (2022-01-01)

RUnT: A Network Combining Residual U-Net and Transformer for Vertebral Edge Feature Fusion Constrained Spine CT Image Segmentation
by: Hao Xu, et al.
Published: (2023-01-01)

Retinal Vessel Segmentation Combined With Generative Adversarial Networks and Dense U-Net
by: Xiaoyu Guo, et al.
Published: (2020-01-01)

Improvised light weight deep CNN based U-Net for the semantic segmentation of lungs from chest X-rays
by: S. Arvind, et al.
Published: (2023-03-01)

Improved U-Net3+ with stage residual for brain tumor segmentation
by: Chuanbo Qin, et al.
Published: (2022-01-01)