A Multiattention ResUNet and Modified U-Net Architecture for Liver Tumor Segmentation

Liver cancer is one of the leading causes of cancer death in the world, and early diagnosis is important. However, the similarity in shape, texture, and intensity values between the liver, tumors, and other neighboring organs such as the heart, spleen, stomach, and kidneys often complicates visual d...

Full description

Bibliographic Details
Published in:	Applied Computational Intelligence and Soft Computing
Main Authors:	Justice Kwame Appati, Nathanael Ayirebaje Azuponga, Leonard Mensah Boante, Joseph Agyeapong Mensah
Format:	Article
Language:	English
Published:	Wiley 2024-01-01
Online Access:	http://dx.doi.org/10.1155/2024/8365349

Similar Items

LA-ResUNet: An Efficient Linear Attention Mechanism in ResUNet for the Semantic Segmentation of Pulmonary Nodules
by: P. C. Sarah Prithvika, et al.
Published: (2024-01-01)

Improved Agricultural Field Segmentation in Satellite Imagery Using TL-ResUNet Architecture
by: Furkat Safarov, et al.
Published: (2022-12-01)

TFSWA-ResUNet: music source separation with time–frequency sequence and shifted window attention-based ResUNet
by: Zhenyu Yao, et al.
Published: (2025-09-01)

Correction: TFSWA-ResUNet: music source separation with time–frequency sequence and shifted window attention-based ResUNet
by: Zhenyu Yao, et al.
Published: (2025-10-01)

Application of ResUNet-CBAM in Thin-Section Image Segmentation of Rocks
by: Ling Zhao, et al.
Published: (2024-12-01)

MA‐ResUNet: Multi‐attention optic cup and optic disc segmentation based on improved U‐Net
by: Xiaoqian Zhang, et al.
Published: (2024-10-01)

Automated liver segmentation from CT images using modified ResUNet
by: R.V. Manjunath, et al.
Published: (2025-04-01)

Left Ventricle Segmentation in Cardiac MR Images via an Improved ResUnet
by: Shengzhou Xu, et al.
Published: (2022-01-01)

Shadow Removal in Vehicle Detection Using ResUNet-a
by: Z. Dorrani, et al.
Published: (2023-01-01)

CAAF-ResUNet: Adaptive Attention Fusion with Boundary-Aware Loss for Lung Nodule Segmentation
by: Thang Quoc Pham, et al.
Published: (2025-06-01)

Research on liver cancer segmentation method based on PCNN image processing and SE-ResUnet
by: Lan Zang, et al.
Published: (2023-08-01)

WA-ResUNet: A Focused Tail Class MRI Medical Image Segmentation Algorithm
by: Haixia Pan, et al.
Published: (2023-08-01)

A Deep Learning Approach for Liver and Tumor Segmentation in CT Images Using ResUNet
by: Hameedur Rahman, et al.
Published: (2022-08-01)

Dual‐ and triple‐stream RESUNET/UNET architectures for multi‐modal liver segmentation
by: Hagar Louye Elghazy, et al.
Published: (2023-03-01)

AB-ResUNet+: Improving Multiple Cardiovascular Structure Segmentation from Computed Tomography Angiography Images
by: Marija Habijan, et al.
Published: (2022-03-01)

Improving field boundary delineation in ResUNets via adversarial deep learning
by: Maxwell Jong, et al.
Published: (2022-08-01)

Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classification
by: Saleem Mustafa, et al.
Published: (2025-01-01)

Deep learning-based skin lesion analysis using hybrid ResUNet++ and modified AlexNet-Random Forest for enhanced segmentation and classification.
by: Saleem Mustafa, et al.
Published: (2025-01-01)

ResUNet+: A New Convolutional and Attention Block-Based Approach for Brain Tumor Segmentation
by: Sedat Metlek, et al.
Published: (2023-01-01)

UR-Net: An Integrated ResUNet and Attention Based Image Enhancement and Classification Network for Stain-Free White Blood Cells
by: Sikai Zheng, et al.
Published: (2023-09-01)

Leveraging ResUnet, oceanic and atmospheric data for accurate chlorophyll-a estimations in the South China Sea
by: Weiwei Fang, et al.
Published: (2025-03-01)

Landslide Identification from Post-Earthquake High-Resolution Remote Sensing Images Based on ResUNet–BFA
by: Zhenyu Zhao, et al.
Published: (2025-03-01)

Research on Noise Suppression Technology of Marine Optical Fiber Towed Streamer Seismic Data Based on ResUNet
by: Hongfei Qian, et al.
Published: (2022-05-01)

Efficient Extraction of Coronary Artery Vessels from Computed Tomography Angiography Images Using ResUnet and Vesselness
by: Omar Ibrahim Alirr, et al.
Published: (2024-07-01)

3 directional Inception-ResUNet: Deep spatial feature learning for multichannel singing voice separation with distortion.
by: DaDong Wang, et al.
Published: (2024-01-01)

Federated LeViT-ResUNet for Scalable and Privacy-Preserving Agricultural Monitoring Using Drone and Internet of Things Data
by: Mohammad Aldossary, et al.
Published: (2025-04-01)

Road Network Detection from Aerial Imagery of Urban Areas Using Deep ResUNet in Combination with the B-snake Algorithm
by: Hafiz Suliman Munawar, et al.
Published: (2023-01-01)

Optimal Res-UNET architecture with deep supervision for tumor segmentation
by: Rahman Maqsood, et al.
Published: (2025-05-01)

Correction: Road Network Detection from Aerial Imagery of Urban Areas Using Deep ResUNet in Combination with the B-snake Algorithm
by: Hafiz Suliman Munawar, et al.
Published: (2023-05-01)

ResAt-UNet: A U-Shaped Network Using ResNet and Attention Module for Image Segmentation of Urban Buildings
by: Zhiyong Fan, et al.
Published: (2023-01-01)

EffResUNet: Encoder Decoder Architecture for Cloud-Type Segmentation
by: Sunveg Nalwar, et al.
Published: (2022-12-01)

Research on the Extraction of Hazard Sources along High-Speed Railways from High-Resolution Remote Sensing Images Based on TE-ResUNet
by: Xuran Pan, et al.
Published: (2022-05-01)

Modification of U-Net with Pre-Trained ResNet-50 and Atrous Block for Polyp Segmentation: Model TASPP-UNet
by: Assel Mukasheva, et al.
Published: (2024-07-01)

Penerapan Deep Learning dengan Mekanisme Attention untuk Meningkatkan Performa Segmentasi Liver dan Tumor pada Citra CT Menggunakan ResUnet
by: Zaky Dafalas Eka Putra, et al.
Published: (2025-01-01)

Half-UNet: A Simplified U-Net Architecture for Medical Image Segmentation
by: Haoran Lu, et al.
Published: (2022-06-01)

SE-ResUNet Using Feature Combinations: A Deep Learning Framework for Accurate Mountainous Cropland Extraction Using Multi-Source Remote Sensing Data
by: Ling Xiao, et al.
Published: (2025-04-01)

Enhanced Attention Res-Unet for Segmentation of Knee Bones
by: Daniel Aibinder, et al.
Published: (2024-07-01)

Explainable attention based breast tumor segmentation using a combination of UNet, ResNet, DenseNet, and EfficientNet models
by: Shokofeh Anari, et al.
Published: (2025-01-01)

MATNet: multiattention Transformer network for cropland semantic segmentation in remote sensing images
by: Zixuan Zhang, et al.
Published: (2024-12-01)

Future Fusion+ UNet (R2U-Net) Deep Learning Architecture for Breast Mass Segmentation
by: Shruthishree Surendrarao Honnahalli, et al.
Published: (2023-12-01)