Cargando…

An integrated convolutional neural network for classifying small pulmonary solid nodules

Achieving accurate classification of benign and malignant pulmonary nodules is essential for treating some diseases. However, traditional typing methods have difficulty obtaining satisfactory results on small pulmonary solid nodules, mainly caused by two aspects: (1) noise interference from other ti...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mei, Mengqing, Ye, Zhiwei, Zha, Yunfei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10272407/ https://www.ncbi.nlm.nih.gov/pubmed/37332867 http://dx.doi.org/10.3389/fnins.2023.1152222

Ejemplares similares

Automatic Categorization and Scoring of Solid, Part-Solid and Non-Solid Pulmonary Nodules in CT Images with Convolutional Neural Network
por: Tu, Xiaoguang, et al.
Publicado: (2017)

Epileptic seizure detection with deep EEG features by convolutional neural network and shallow classifiers
por: Zeng, Wei, et al.
Publicado: (2023)

Contextual Integration in Cortical and Convolutional Neural Networks
por: Iyer, Ramakrishnan, et al.
Publicado: (2020)

Transfer of Learning in the Convolutional Neural Networks on Classifying Geometric Shapes Based on Local or Global Invariants
por: Zheng, Yufeng, et al.
Publicado: (2021)

Multisite Autism Spectrum Disorder Classification Using Convolutional Neural Network Classifier and Individual Morphological Brain Networks
por: Gao, Jingjing, et al.
Publicado: (2021)

Erratum: Contextual Integration in Cortical and Convolutional Neural Networks
por: Frontiers Production Office,
Publicado: (2020)

A Multi-Scale Densely Connected Convolutional Neural Network for Automated Thyroid Nodule Classification
por: Wang, Luoyan, et al.
Publicado: (2022)

N-Net: A novel dense fully convolutional neural network for thyroid nodule segmentation
por: Nie, Xingqing, et al.
Publicado: (2022)

Corrigendum: N-Net: A novel dense fully convolutional neural network for thyroid nodule segmentation
por: Nie, Xingqing, et al.
Publicado: (2022)

Deep convolutional neural networks for multiplanar lung nodule detection: Improvement in small nodule identification
por: Zheng, Sunyi, et al.
Publicado: (2020)

Convolutional Neural Network-Based Diagnostic Model for a Solid, Indeterminate Solitary Pulmonary Nodule or Mass on Computed Tomography
por: Sun, Ke, et al.
Publicado: (2021)

Pulmonary Nodule Classification with Deep Convolutional Neural Networks on Computed Tomography Images
por: Li, Wei, et al.
Publicado: (2016)

Memristor Based Binary Convolutional Neural Network Architecture With Configurable Neurons
por: Huang, Lixing, et al.
Publicado: (2021)

Corrigendum: Convolutional neural network-based diagnostic model for a solid, indeterminate solitary pulmonary nodule or mass on computed tomography
por: Sun, Ke, et al.
Publicado: (2023)

Convolutional-de-convolutional neural networks for recognition of surgical workflow
por: Chen, Yu-wen, et al.
Publicado: (2022)

3D multi-scale deep convolutional neural networks for pulmonary nodule detection
por: Peng, Haixin, et al.
Publicado: (2021)

Utilizing convolutional neural networks to classify monkeypox skin lesions
por: Eliwa, Entesar Hamed I., et al.
Publicado: (2023)

Multi-Scale Feature Fusion Convolutional Neural Network for Indoor Small Target Detection
por: Huang, Li, et al.
Publicado: (2022)

Deep Learning in CT Images: Automated Pulmonary Nodule Detection for Subsequent Management Using Convolutional Neural Network
por: Xu, Yi-Ming, et al.
Publicado: (2020)

Brain Network Analysis and Classification Based on Convolutional Neural Network
por: Meng, Lu, et al.
Publicado: (2018)

Interpreting wide-band neural activity using convolutional neural networks
por: Frey, Markus, et al.
Publicado: (2021)

Classifying T cell activity in autofluorescence intensity images with convolutional neural networks
por: Wang, Zijie J., et al.
Publicado: (2019)

The Face Inversion Effect in Deep Convolutional Neural Networks
por: Tian, Fang, et al.
Publicado: (2022)

Deep convolutional neural network based on CT images of pulmonary nodules in the lungs of adolescent and young adult patients with osteosarcoma
por: Ni, Yun Long, et al.
Publicado: (2023)

External validation of a convolutional neural network artificial intelligence tool to predict malignancy in pulmonary nodules
por: Baldwin, David R, et al.
Publicado: (2020)

Longitudinal lung cancer prediction convolutional neural network model improves the classification of indeterminate pulmonary nodules
por: Paez, Rafael, et al.
Publicado: (2023)

Diagnosis of thyroid nodules on ultrasonography by a deep convolutional neural network
por: Koh, Jieun, et al.
Publicado: (2020)

Convolutional Neural Network for Breast and Thyroid Nodules Diagnosis in Ultrasound Imaging
por: Liang, Xiaowen, et al.
Publicado: (2020)

Application of convolutional neural network in fusion and classification of multi-source remote sensing data
por: Ye, Fanghong, et al.
Publicado: (2022)

Decoding P300 Variability Using Convolutional Neural Networks
por: Solon, Amelia J., et al.
Publicado: (2019)

Hierarchical Sparse Coding of Objects in Deep Convolutional Neural Networks
por: Liu, Xingyu, et al.
Publicado: (2020)

Accelerating Inference of Convolutional Neural Networks Using In-memory Computing
por: Dazzi, Martino, et al.
Publicado: (2021)

Integration of Random Forest Classifiers and Deep Convolutional Neural Networks for Classification and Biomolecular Modeling of Cancer Driver Mutations
por: Agajanian, Steve, et al.
Publicado: (2019)

Deep Convolutional Neural Networks for Classifying Body Constitution Based on Face Image
por: Huan, Er-Yang, et al.
Publicado: (2017)

Visual Interpretation of Convolutional Neural Network Predictions in Classifying Medical Image Modalities
por: Kim, Incheol, et al.
Publicado: (2019)

Transfer Learning with Deep Convolutional Neural Networks for Classifying Cellular Morphological Changes
por: Kensert, Alexander, et al.
Publicado: (2019)

Cascade and Fusion of Multitask Convolutional Neural Networks for Detection of Thyroid Nodules in Contrast-Enhanced CT
por: Zhao, Zuopeng, et al.
Publicado: (2019)

Training Deep Convolutional Neural Networks with Resistive Cross-Point Devices
por: Gokmen, Tayfun, et al.
Publicado: (2017)

Geometric Convolutional Neural Network for Analyzing Surface-Based Neuroimaging Data
por: Seong, Si-Baek, et al.
Publicado: (2018)

Using Deep Convolutional Neural Networks for Neonatal Brain Image Segmentation
por: Ding, Yang, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_blr4sgddah0gldjqlogtk1g8bm