Cargando…

Multiscale Local Enhancement Deep Convolutional Networks for the Automated 3D Segmentation of Gross Tumor Volumes in Nasopharyngeal Carcinoma: A Multi-Institutional Dataset Study

PURPOSE: Accurate segmentation of gross target volume (GTV) from computed tomography (CT) images is a prerequisite in radiotherapy for nasopharyngeal carcinoma (NPC). However, this task is very challenging due to the low contrast at the boundary of the tumor and the great variety of sizes and morpho...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yang, Geng, Dai, Zhenhui, Zhang, Yiwen, Zhu, Lin, Tan, Junwen, Chen, Zefeiyun, Zhang, Bailin, Cai, Chunya, He, Qiang, Li, Fei, Wang, Xuetao, Yang, Wei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8979212/ https://www.ncbi.nlm.nih.gov/pubmed/35387126 http://dx.doi.org/10.3389/fonc.2022.827991

Ejemplares similares

Geometric and Dosimetric Evaluation of Deep Learning-Based Automatic Delineation on CBCT-Synthesized CT and Planning CT for Breast Cancer Adaptive Radiotherapy: A Multi-Institutional Study
por: Dai, Zhenhui, et al.
Publicado: (2021)

Fully Convolutional DenseNet with Multiscale Context for Automated Breast Tumor Segmentation
por: Hai, Jinjin, et al.
Publicado: (2019)

Automatic prediction model for online diaphragm motion tracking based on optical surface monitoring by machine learning
por: Dai, Zhenhui, et al.
Publicado: (2022)

Fully-Automated Segmentation of Nasopharyngeal Carcinoma on Dual-Sequence MRI Using Convolutional Neural Networks
por: Ye, Yufeng, et al.
Publicado: (2020)

Semantic segmentation of COVID-19 lesions with a multiscale dilated convolutional network
por: Zhang, Jianxiong, et al.
Publicado: (2022)

Automated nasopharyngeal carcinoma segmentation in magnetic resonance images by combination of convolutional neural networks and graph cut
por: Ma, Zongqing, et al.
Publicado: (2018)

Automated lumen segmentation using multi-frame convolutional neural networks in intravascular ultrasound datasets
por: Ziemer, Paulo G P, et al.
Publicado: (2020)

Automated Segmentation of Colorectal Tumor in 3D MRI Using 3D Multiscale Densely Connected Convolutional Neural Network
por: Soomro, Mumtaz Hussain, et al.
Publicado: (2019)

Multiscale Hybrid Convolutional Deep Neural Networks with Channel Attention
por: Yang, Hua, et al.
Publicado: (2022)

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

Multiscale Convolutional Neural Networks with Attention for Plant Species Recognition
por: Wang, Xianfeng, et al.
Publicado: (2021)

Automated MUltiscale simulation environment
por: Sabadell-Rendón, Albert, et al.
Publicado: (2023)

Multiscale Convolutional Network for Repairing Coal Slime Foam Images
por: Huang, Xianwu, et al.
Publicado: (2023)

An Open MRI Dataset For Multiscale Neuroscience
por: Royer, Jessica, et al.
Publicado: (2022)

DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation
por: Teng, Lin, et al.
Publicado: (2019)

The multiscale 3D convolutional network for emotion recognition based on electroencephalogram
por: Su, Yun, et al.
Publicado: (2022)

Hybrid Pyramid Convolutional Network for Multiscale Face Detection
por: Hou, Shaoqi, et al.
Publicado: (2021)

Fault Diagnosis for Rotating Machinery Using Multiscale Permutation Entropy and Convolutional Neural Networks
por: Li, Hongmei, et al.
Publicado: (2020)

DCNet: Densely Connected Deep Convolutional Encoder–Decoder Network for Nasopharyngeal Carcinoma Segmentation
por: Li, Yang, et al.
Publicado: (2021)

AttR2U-Net: A Fully Automated Model for MRI Nasopharyngeal Carcinoma Segmentation Based on Spatial Attention and Residual Recurrent Convolution
por: Zhang, Jiajing, et al.
Publicado: (2022)

MCN-CPI: Multiscale Convolutional Network for Compound–Protein Interaction Prediction
por: Wang, Shuang, et al.
Publicado: (2021)

Crop Disease Identification by Fusing Multiscale Convolution and Vision Transformer
por: Zhu, Dingju, et al.
Publicado: (2023)

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

Analysis and Classification of Hepatitis Infections Using Raman Spectroscopy and Multiscale Convolutional Neural Networks
por: Zhao, Y., et al.
Publicado: (2021)

A global moderate resolution dataset of gross primary production of vegetation for 2000–2016
por: Zhang, Yao, et al.
Publicado: (2017)

Automated Training of Deep Convolutional Neural Networks for Cell Segmentation
por: Sadanandan, Sajith Kecheril, et al.
Publicado: (2017)

Deep Learning for Automated Contouring of Gross Tumor Volumes in Esophageal Cancer
por: Jin, Linzhi, et al.
Publicado: (2022)

Primary tumor inflammation in gross tumor volume as a prognostic factor for nasopharyngeal carcinoma patients
por: Peng, Hao, et al.
Publicado: (2016)

A Deep Learning Approach for Brain Tumor Classification and Segmentation Using a Multiscale Convolutional Neural Network
por: Díaz-Pernas, Francisco Javier, et al.
Publicado: (2021)

Application of Deep Convolution Network to Automated Image Segmentation of Chest CT for Patients With Tumor
por: Xie, Hui, et al.
Publicado: (2021)

Quantitative Evaluation of Plant and Modern Urban Landscape Spatial Scale Based on Multiscale Convolutional Neural Network
por: Wang, Yang, et al.
Publicado: (2021)

A multiscale imaging and modelling dataset of the human inner ear
por: Gerber, Nicolas, et al.
Publicado: (2017)

Automated Detection of High-Frequency Oscillations in Epilepsy Based on a Convolutional Neural Network
por: Zuo, Rui, et al.
Publicado: (2019)

Bearing-Fault Diagnosis with Signal-to-RGB Image Mapping and Multichannel Multiscale Convolutional Neural Network
por: Xu, Ming, et al.
Publicado: (2022)

Multiscale Convolutional Neural Network Based on Channel Space Attention for Gearbox Compound Fault Diagnosis
por: Xu, Qinghong, et al.
Publicado: (2023)

Image Fusion and Stylization Processing Based on Multiscale Transformation and Convolutional Neural Network
por: Xu, Qingzeng
Publicado: (2022)

Discrimination of Pesticide Residue Levels on the Hami Melon Surface Using Multiscale Convolution
por: Yu, Guowei, et al.
Publicado: (2022)

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

Comparison of different images in gross target volume delineating on VX2 nasopharyngeal transplantation tumor models
por: Xiang, Zhang-Qiang, et al.
Publicado: (2020)

Development and Validation of Prognostic Nomograms Based on Gross Tumor Volume and Cervical Nodal Volume for Nasopharyngeal Carcinoma Patients With Concurrent Chemoradiotherapy
por: Zhang, Cui-Dai, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_m09r1r3u26rr54s6jdcn4e6k66