Cargando…

CCT: Lightweight compact convolutional transformer for lung disease CT image classification

Computed tomography (CT) imaging results are an important criterion for the diagnosis of lung disease. CT images can clearly show the characteristics of lung lesions. Early and accurate detection of lung diseases helps clinicians to improve patient care effectively. Therefore, in this study, we used...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sun, Weiwei, Pang, Yu, Zhang, Guo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Physiology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9672073/ https://www.ncbi.nlm.nih.gov/pubmed/36406983 http://dx.doi.org/10.3389/fphys.2022.1066999

Ejemplares similares

COVID-19 CT image segmentation method based on swin transformer
por: Sun, Weiwei, et al.
Publicado: (2022)

CAEVT: Convolutional Autoencoder Meets Lightweight Vision Transformer for Hyperspectral Image Classification
por: Zhang, Zhiwen, et al.
Publicado: (2022)

A Lightweight 1-D Convolution Augmented Transformer with Metric Learning for Hyperspectral Image Classification
por: Hu, Xiang, et al.
Publicado: (2021)

Classification of Lung Disease in Children by Using Lung Ultrasound Images and Deep Convolutional Neural Network
por: Magrelli, Silvia, et al.
Publicado: (2021)

An Efficient and Lightweight Convolutional Neural Network for Remote Sensing Image Scene Classification
por: Yu, Donghang, et al.
Publicado: (2020)

Lightweight Visual Transformers Outperform Convolutional Neural Networks for Gram-Stained Image Classification: An Empirical Study
por: Kim, Hee E., et al.
Publicado: (2023)

Lightweight Deep Learning Classification Model for Identifying Low-Resolution CT Images of Lung Cancer
por: Marappan, Shanmugasundaram, et al.
Publicado: (2022)

A Lightweight Convolutional Neural Network Based on Visual Attention for SAR Image Target Classification
por: Shao, Jiaqi, et al.
Publicado: (2018)

Plant Species Classification Based on Hyperspectral Imaging via a Lightweight Convolutional Neural Network Model
por: Liu, Keng-Hao, et al.
Publicado: (2022)

A Convolutional Neural Network Based on Ultrasound Images of Primary Breast Masses: Prediction of Lymph-Node Metastasis in Collaboration With Classification of Benign and Malignant Tumors
por: Li, Chunxiao, et al.
Publicado: (2022)

Hybrid Loss-Constrained Lightweight Convolutional Neural Networks for Cervical Cell Classification
por: Chen, Wen, et al.
Publicado: (2022)

A lightweight classification of adaptor proteins using transformer networks
por: Rahardja, Sylwan, et al.
Publicado: (2022)

Lightweight-Convolutional Neural Network for Apple Leaf Disease Identification
por: Fu, Lili, et al.
Publicado: (2022)

Exercise fatigue diagnosis method based on short-time Fourier transform and convolutional neural network
por: Zhu, Haiyan, et al.
Publicado: (2022)

Intra-individual diagnostic image quality and organ-specific-radiation dose comparison between spiral cCT with iterative image reconstruction and z-axis automated tube current modulation and sequential cCT
por: Wenz, Holger, et al.
Publicado: (2016)

Vision-Based Efficient Robotic Manipulation with a Dual-Streaming Compact Convolutional Transformer
por: Guo, Hao, et al.
Publicado: (2023)

Automatic Detection of Atrial Fibrillation Based on Continuous Wavelet Transform and 2D Convolutional Neural Networks
por: He, Runnan, et al.
Publicado: (2018)

CCTCOVID: COVID-19 detection from chest X-ray images using Compact Convolutional Transformers
por: Marefat, Abdolreza, et al.
Publicado: (2023)

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

A super-voxel-based method for generating surrogate lung ventilation images from CT
por: Chen, Zhi, et al.
Publicado: (2023)

Correction: A lightweight classification of adaptor proteins using transformer networks
por: Rahardja, Sylwan, et al.
Publicado: (2023)

Heart Sound Classification Network Based on Convolution and Transformer
por: Cheng, Jiawen, et al.
Publicado: (2023)

Multiclass Convolution Neural Network for Classification of COVID-19 CT Images
por: Woan Ching, Serena Low, et al.
Publicado: (2022)

ILCS: An Improved Lightweight Convolution Structure and Mixed Interactive Attention for Steel Surface Defect Classification
por: Pei, Yangjun, et al.
Publicado: (2022)

Multi-stage glaucoma classification using pre-trained convolutional neural networks and voting-based classifier fusion
por: Velpula, Vijaya Kumar, et al.
Publicado: (2023)

Classification of Plant Leaves Using New Compact Convolutional Neural Network Models
por: Wagle, Shivali Amit, et al.
Publicado: (2021)

Design of an Always-On Image Sensor Using an Analog Lightweight Convolutional Neural Network
por: Choi, Jaihyuk, et al.
Publicado: (2020)

Lightweight Image Super-Resolution Based on Re-Parameterization and Self-Calibrated Convolution
por: Zhang, Sufan, et al.
Publicado: (2022)

Using Artificial Intelligence for Automatic Segmentation of CT Lung Images in Acute Respiratory Distress Syndrome
por: Herrmann, Peter, et al.
Publicado: (2021)

Individual dairy cow identification based on lightweight convolutional neural network
por: Li, Shijun, et al.
Publicado: (2021)

A robust multiple heartbeats classification with weight-based loss based on convolutional neural network and bidirectional long short-term memory
por: Yang, Mengting, et al.
Publicado: (2022)

Research and Verification of Convolutional Neural Network Lightweight in BCI
por: Xu, Shipu, et al.
Publicado: (2020)

Rethinking 1D convolution for lightweight semantic segmentation
por: Zhang, Chunyu, et al.
Publicado: (2023)

A lightweight hierarchical convolution network for brain tumor segmentation
por: Wang, Yuhu, et al.
Publicado: (2022)

Convolutional Networks and Transformers for Mammography Classification: An Experimental Study
por: Cantone, Marco, et al.
Publicado: (2023)

Experimental Investigation of the Effect of Manufactured Sand and Lightweight Sand on the Properties of Fresh and Hardened Self-Compacting Lightweight Concretes
por: Zhu, Yiyun, et al.
Publicado: (2016)

Diagnosing COVID-19 from CT Image of Lung Segmentation & Classification with Deep Learning Based on Convolutional Neural Networks
por: Kumari, K. Sita, et al.
Publicado: (2021)

Automatic coronary artery segmentation of CCTA images using UNet with a local contextual transformer
por: Wang, Qianjin, et al.
Publicado: (2023)

Pepper leaf disease recognition based on enhanced lightweight convolutional neural networks
por: Dai, Min, et al.
Publicado: (2023)

Convolutional neural network in rice disease recognition: accuracy, speed and lightweight
por: Ning, Hongwei, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_r0un55utrkvjhrkj6dqjklupbr