Cargando…

Two-Stage Liver and Tumor Segmentation Algorithm Based on Convolutional Neural Network

The liver is an essential metabolic organ of the human body, and malignant liver tumors seriously affect and threaten human life. The segmentation algorithm for liver and liver tumors is one of the essential branches of computer-aided diagnosis. This paper proposed a two-stage liver and tumor segmen...

Descripción completa

Detalles Bibliográficos
Autores principales:	Meng, Lu, Zhang, Qianqian, Bu, Sihang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8534656/ https://www.ncbi.nlm.nih.gov/pubmed/34679504 http://dx.doi.org/10.3390/diagnostics11101806

Ejemplares similares

Liver tumor segmentation based on 3D convolutional neural network with dual scale
por: Meng, Lu, et al.
Publicado: (2019)

Adaptive Attention Convolutional Neural Network for Liver Tumor Segmentation
por: Luan, Shunyao, et al.
Publicado: (2021)

Analysis of Convolutional Neural Network Segmentation Algorithm of Adenomyoma
por: Jin, Yi, et al.
Publicado: (2022)

Retinal Vessel Segmentation Algorithm Based on Residual Convolution Neural Network
por: Xu, Shuang, et al.
Publicado: (2021)

A Lightweight Semantic Segmentation Algorithm Based on Deep Convolutional Neural Networks
por: Yang, Chengzhi, et al.
Publicado: (2022)

Color Transfer Algorithm between Images Based on a Two-Stage Convolutional Neural Network
por: Xu, Min, et al.
Publicado: (2022)

Automatic liver tumor segmentation in CT with fully convolutional neural networks and object-based postprocessing
por: Chlebus, Grzegorz, et al.
Publicado: (2018)

Region Convolutional Neural Network for Brain Tumor Segmentation
por: Pitchai, R., et al.
Publicado: (2022)

Convolutional Neural Networks-Based Object Detection Algorithm by Jointing Semantic Segmentation for Images
por: Qiang, Baohua, et al.
Publicado: (2020)

Retracted: A Lightweight Semantic Segmentation Algorithm Based on Deep Convolutional Neural Networks
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Accurate Tumor Segmentation via Octave Convolution Neural Network
por: Wang, Bo, et al.
Publicado: (2021)

Research on Segmentation of Brain Tumor in MRI Image Based on Convolutional Neural Network
por: Feng, Yurong, et al.
Publicado: (2022)

Channel-Unet: A Spatial Channel-Wise Convolutional Neural Network for Liver and Tumors Segmentation
por: Chen, Yilong, et al.
Publicado: (2019)

Liver segmentation in CT imaging with enhanced mask region-based convolutional neural networks
por: Chen, Xiaowen, et al.
Publicado: (2021)

An Intelligent Diagnosis Method of Brain MRI Tumor Segmentation Using Deep Convolutional Neural Network and SVM Algorithm
por: Wu, Wentao, et al.
Publicado: (2020)

Metaheuristic Algorithms for Convolution Neural Network
por: Rere, L. M. Rasdi, et al.
Publicado: (2016)

Optimization algorithm of CT image edge segmentation using improved convolution neural network
por: Wang, Xiaojuan, et al.
Publicado: (2022)

Image Semantic Recognition and Segmentation Algorithm of Colorimetric Sensor Array Based on Deep Convolutional Neural Network
por: Tang, Jingjing, et al.
Publicado: (2022)

Foreign Object Detection in Railway Images Based on an Efficient Two-Stage Convolutional Neural Network
por: Chen, Weixun, et al.
Publicado: (2022)

Utility of convolutional neural network-based algorithm in medical images for liver fibrosis assessment
por: Wei, Wei, et al.
Publicado: (2021)

Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation
por: Wang, Guotai, et al.
Publicado: (2019)

Breast Tumor Tissue Segmentation with Area-Based Annotation Using Convolutional Neural Network
por: Zováthi, Bendegúz H., et al.
Publicado: (2022)

Convolutional neural networks for brain tumour segmentation
por: Bhandari, Abhishta, et al.
Publicado: (2020)

Toward reliable automatic liver and tumor segmentation using convolutional neural network based on 2.5D models
por: Wardhana, Girindra, et al.
Publicado: (2020)

Why Use Position Features in Liver Segmentation Performed by Convolutional Neural Network
por: Jiřík, Miroslav, et al.
Publicado: (2021)

A Lightweight Convolutional Neural Network Model for Liver Segmentation in Medical Diagnosis
por: Ahmad, Mubashir, et al.
Publicado: (2022)

Decision Support System for Liver Lesion Segmentation Based on Advanced Convolutional Neural Network Architectures
por: Popescu, Dan, et al.
Publicado: (2022)

An Efficient Dehazing Algorithm Based on the Fusion of Transformer and Convolutional Neural Network
por: Xu, Jun, et al.
Publicado: (2022)

Cell Nuclei Segmentation in Cytological Images Using Convolutional Neural Network and Seeded Watershed Algorithm
por: Kowal, Marek, et al.
Publicado: (2019)

Convolutional Neural Network Intelligent Segmentation Algorithm-Based Magnetic Resonance Imaging in Diagnosis of Nasopharyngeal Carcinoma Foci
por: Wang, Deli, et al.
Publicado: (2021)

Dynamic Regulation of Level Set Parameters Using 3D Convolutional Neural Network for Liver Tumor Segmentation
por: Deng, Zhuofu, et al.
Publicado: (2019)

Optimization Algorithm of Moving Object Detection Using Multiscale Pyramid Convolutional Neural Networks
por: Yang, Zhe, et al.
Publicado: (2023)

Pan-Logical Probabilistic Algorithms Based on Convolutional Neural Networks
por: Liu, Fangrong
Publicado: (2022)

Segmentation Algorithm of Magnetic Resonance Imaging Glioma under Fully Convolutional Densely Connected Convolutional Networks
por: Dong, Jie, et al.
Publicado: (2022)

Convolutional Neural Networks for the Segmentation of Microcalcification in Mammography Imaging
por: Valvano, Gabriele, et al.
Publicado: (2019)

Depth in convolutional neural networks solves scene segmentation
por: Seijdel, Noor, et al.
Publicado: (2020)

Convolutional neural network for automated mass segmentation in mammography
por: Abdelhafiz, Dina, et al.
Publicado: (2020)

Ensembles of Convolutional Neural Networks and Transformers for Polyp Segmentation
por: Nanni, Loris, et al.
Publicado: (2023)

Improving the Generalizability of Convolutional Neural Network-Based Segmentation on CMR Images
por: Chen, Chen, et al.
Publicado: (2020)

Satellite cloud image segmentation based on lightweight convolutional neural network
por: Li, Xi, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_89ct6k2t8uu0jcjcigd90eisc6