Cargando…

Supervised breast cancer prediction using integrated dimensionality reduction convolutional neural network

OBJECTIVES: Breast cancer is a major health problem with high mortality rates. Early detection of breast cancer will promote treatment. A technology that determines whether a tumor is benign desirable. This article introduces a new method in which deep learning is used to classify breast cancer. MET...

Descripción completa

Detalles Bibliográficos
Autores principales:	Xu, HuanQing, Shao, Xian, Hui, Shiji, Jin, Li
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2023
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10162536/ https://www.ncbi.nlm.nih.gov/pubmed/37146014 http://dx.doi.org/10.1371/journal.pone.0282350

Ejemplares similares

Supervised Health Stage Prediction Using Convolutional Neural Networks for Bearing Wear
por: Suh, Sungho, et al.
Publicado: (2020)

Self-supervised learning and prediction of microstructure evolution with convolutional recurrent neural networks
por: Yang, Kaiqi, et al.
Publicado: (2021)

Weakly-supervised convolutional neural networks for multimodal image registration
por: Hu, Yipeng, et al.
Publicado: (2018)

Chemical toxicity prediction based on semi-supervised learning and graph convolutional neural network
por: Chen, Jiarui, et al.
Publicado: (2021)

Weakly-supervised convolutional neural networks of renal tumor segmentation in abdominal CTA images
por: Yang, Guanyu, et al.
Publicado: (2020)

Brain CT registration using hybrid supervised convolutional neural network
por: Yuan, Hongmei, et al.
Publicado: (2021)

An Intelligent Fault Diagnosis Based on Adversarial Generating Module and Semi-supervised Convolutional Neural Network
por: Ye, Qing, et al.
Publicado: (2022)

Supervised dimensionality reduction for big data
por: Vogelstein, Joshua T., et al.
Publicado: (2021)

PhyGCN: Pre-trained Hypergraph Convolutional Neural Networks with Self-supervised Learning
por: Deng, Yihe, et al.
Publicado: (2023)

On the Reduction of Computational Complexity of Deep Convolutional Neural Networks †
por: Maji, Partha, et al.
Publicado: (2018)

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

Prediction of DNA Methylation based on Multi-dimensional feature encoding and double convolutional fully connected convolutional neural network
por: Hu, Wenxing, et al.
Publicado: (2023)

Bioluminescence Tomography Based on One-Dimensional Convolutional Neural Networks
por: Yu, Jingjing, et al.
Publicado: (2021)

Road Surface Damage Detection Using Fully Convolutional Neural Networks and Semi-Supervised Learning
por: Chun, Chanjun, et al.
Publicado: (2019)

Haisu: Hierarchically supervised nonlinear dimensionality reduction
por: VanHorn, Kevin Christopher, et al.
Publicado: (2022)

Spectral–Spatial Features Integrated Convolution Neural Network for Breast Cancer Classification
por: Mewada, Hiren K, et al.
Publicado: (2020)

Comparing of two dimensional and three dimensional fully convolutional networks for radiotherapy dose prediction in left-sided breast cancer
por: Bai, Xue, et al.
Publicado: (2021)

Accurate Imputation of Greenhouse Environment Data for Data Integrity Utilizing Two-Dimensional Convolutional Neural Networks
por: Moon, Taewon, et al.
Publicado: (2021)

Dose Prediction Using a Three-Dimensional Convolutional Neural Network for Nasopharyngeal Carcinoma With Tomotherapy
por: Liu, Yaoying, et al.
Publicado: (2021)

Probabilistic Seismic Response Prediction of Three-Dimensional Structures Based on Bayesian Convolutional Neural Network
por: Wang, Tianyu, et al.
Publicado: (2022)

Breast cancer detection: Shallow convolutional neural network against deep convolutional neural networks based approach
por: Das, Himanish Shekhar, et al.
Publicado: (2023)

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

Automated Grooming Detection of Mouse by Three-Dimensional Convolutional Neural Network
por: Sakamoto, Naoaki, et al.
Publicado: (2022)

Predicting enhancers with deep convolutional neural networks
por: Min, Xu, et al.
Publicado: (2017)

Radar Emitter Signal Recognition Based on One-Dimensional Convolutional Neural Network with Attention Mechanism
por: Wu, Bin, et al.
Publicado: (2020)

Improving deep convolutional neural networks with mixed maxout units
por: Zhao, Hui-zhen, et al.
Publicado: (2017)

A Survey of Convolutional Neural Network in Breast Cancer
por: Zhu, Ziquan, et al.
Publicado: (2023)

Construction project risk prediction model based on EW-FAHP and one dimensional convolution neural network
por: Zhong, Yawen, et al.
Publicado: (2021)

Deep semi-supervised learning for automatic segmentation of inferior alveolar nerve using a convolutional neural network
por: Lim, Ho-Kyung, et al.
Publicado: (2021)

Dual-Stage Deeply Supervised Attention-Based Convolutional Neural Networks for Mandibular Canal Segmentation in CBCT Scans
por: Usman, Muhammad, et al.
Publicado: (2022)

Dual graph convolutional neural network for predicting chemical networks
por: Harada, Shonosuke, et al.
Publicado: (2020)

Cross-Cell-Type Prediction of TF-Binding Site by Integrating Convolutional Neural Network and Adversarial Network
por: Lan, Gongqiang, et al.
Publicado: (2019)

Convolutional neural network for human cancer types prediction by integrating protein interaction networks and omics data
por: Chuang, Yi-Hsuan, et al.
Publicado: (2021)

Toxicity Prediction Method Based on Multi-Channel Convolutional Neural Network
por: Yuan, Qing, et al.
Publicado: (2019)

Component Analysis of Gas Mixture Based on One-Dimensional Convolutional Neural Network
por: Zhan, Canjian, et al.
Publicado: (2021)

High Dimensional Convolutional Neural Network for EEG Connectivity-Based Diagnosis of ADHD
por: Mafi, Majid, et al.
Publicado: (2022)

Developing an Efficient Cancer Detection and Prediction Tool Using Convolution Neural Network Integrated with Neural Pattern Recognition
por: Gangurde, Roshan, et al.
Publicado: (2023)

Deep convolutional neural network for reduction of contrast-enhanced region on CT images
por: Sumida, Iori, et al.
Publicado: (2019)

Sparse Convolutional Neural Networks for Genome-Wide Prediction
por: Waldmann, Patrik, et al.
Publicado: (2020)

Using Local Convolutional Neural Networks for Genomic Prediction
por: Pook, Torsten, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_rk63246aaer3ms451cm1imlj5q