Cargando…

A Survival Status Classification Model for Osteosarcoma Patients Based on E-CNN-SVM and Multisource Data Fusion

Traditional algorithms have the following drawbacks: (1) they only focus on a certain aspect of genetic data or local feature data of osteosarcoma patients, and the extracted feature information is not considered as a whole; (2) they do not equalize the sample data between categories; (3) the genera...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Qiang, Peng, Peng, Gu, Yi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9288314/ https://www.ncbi.nlm.nih.gov/pubmed/35855803 http://dx.doi.org/10.1155/2022/9464182

Ejemplares similares

A novel proposed CNN–SVM architecture for ECG scalograms classification
por: Ozaltin, Oznur, et al.
Publicado: (2022)

CNN-SVM for Microvascular Morphological Type Recognition with Data Augmentation
por: Xue, Di-Xiu, et al.
Publicado: (2016)

Semi-Supervised Classification of PolSAR Images Based on Co-Training of CNN and SVM with Limited Labeled Samples
por: Zhao, Mingjun, et al.
Publicado: (2023)

Hybrid SVM-CNN Classification Technique for Human–Vehicle Targets in an Automotive LFMCW Radar †
por: Wu, Qisong, et al.
Publicado: (2020)

Five-Class Classification of Cervical Pap Smear Images: A Study of CNN-Error-Correcting SVM Models
por: Huong, Audrey K. C., et al.
Publicado: (2021)

Robust Human Face Emotion Classification Using Triplet-Loss-Based Deep CNN Features and SVM
por: Haider, Irfan, et al.
Publicado: (2023)

CNN-SVM Learning Approach Based Human Activity Recognition
por: Basly, Hend, et al.
Publicado: (2020)

Prediction of the tetramer protein complex interaction based on CNN and SVM
por: Lyu, Yanfen, et al.
Publicado: (2023)

An Intelligent Classification Method of Multisource Enterprise Financial Data Based on SAS Model
por: Xu, Xiuyan
Publicado: (2022)

A Novel Deep Learning Method for Intelligent Fault Diagnosis of Rotating Machinery Based on Improved CNN-SVM and Multichannel Data Fusion
por: Gong, Wenfeng, et al.
Publicado: (2019)

Daily Emission Patterns of Coal-Fired Power Plants in China Based on Multisource Data Fusion
por: Wu, Nana, et al.
Publicado: (2022)

CNN and SVM-Based Models for the Detection of Heart Failure Using Electrocardiogram Signals
por: Botros, Jad, et al.
Publicado: (2022)

Humanistic Spirit Training of Medical Students Based on Multisource Medical Data Fusion
por: Bai, Jie
Publicado: (2022)

Multi-Class Weed Recognition Using Hybrid CNN-SVM Classifier
por: Wu, Yanjuan, et al.
Publicado: (2023)

Classification of Multiple Chinese Liquors by Means of a QCM-based E-Nose and MDS-SVM Classifier
por: Li, Qiang, et al.
Publicado: (2017)

Classification of arrayCGH data using fused SVM
por: Rapaport, Franck, et al.
Publicado: (2008)

Intelligent Assessment of Mental Health Based on Multisource Information Fusion
por: Jing, Yumei
Publicado: (2022)

A hybrid CNN–SVM classifier for weed recognition in winter rape field
por: Tao, Tao, et al.
Publicado: (2022)

A Reparameterization Multifeature Fusion CNN for Arrhythmia Heartbeats Classification
por: Zhang, Dengyong, et al.
Publicado: (2022)

Urban Landscaping Landscape Design and Maintenance Management Method Based on Multisource Big Data Fusion
por: Zhu, Lijuan
Publicado: (2022)

Drug-Target Interaction Prediction Based on Multisource Information Weighted Fusion
por: Liu, Shuaiqi, et al.
Publicado: (2021)

Retracted: Intelligent Assessment of Mental Health Based on Multisource Information Fusion
por: Healthcare Engineering, Journal of
Publicado: (2023)

Investigation on Data Fusion of Multisource Spectral Data for Rice Leaf Diseases Identification Using Machine Learning Methods
por: Feng, Lei, et al.
Publicado: (2020)

CNN-Based Brain Tumor Detection Model Using Local Binary Pattern and Multilayered SVM Classifier
por: Kolla, Morarjee, et al.
Publicado: (2022)

Retracted: Urban Landscaping Landscape Design and Maintenance Management Method Based on Multisource Big Data Fusion
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Alzheimer-Compound Identification Based on Data Fusion and forgeNet_SVM
por: Yang, Bin, et al.
Publicado: (2022)

Integrating Internet multisource big data to predict the occurrence and development of COVID-19 cryptic transmission
por: Gao, Chengcheng, et al.
Publicado: (2022)

Feature-Based Fusion Using CNN for Lung and Heart Sound Classification †
por: Tariq, Zeenat, et al.
Publicado: (2022)

Saliency-Guided Nonsubsampled Shearlet Transform for Multisource Remote Sensing Image Fusion
por: Li, Liangliang, et al.
Publicado: (2021)

The Application of Internet of Things in Robot Route Planning Based on Multisource Information Fusion
por: Yao, Yunfeng, et al.
Publicado: (2022)

Single-trial P300 classification algorithm based on centralized multi-person data fusion CNN
por: Du, Pu, et al.
Publicado: (2023)

Classification of Color Fundus Photographs Using Fusion Extracted Features and Customized CNN Models
por: Wang, Jing-Zhe, et al.
Publicado: (2023)

Multi-Sensor Data Fusion and CNN-LSTM Model for Human Activity Recognition System
por: Zhou, Haiyang, et al.
Publicado: (2023)

Improved VMD-ELM Algorithm for MEMS Gyroscope of Temperature Compensation Model Based on CNN-LSTM and PSO-SVM
por: Wang, Xinwang, et al.
Publicado: (2022)

Enhancing SVM for survival data using local invariances and weighting
por: Sanz, Hector, et al.
Publicado: (2020)

Novel Paradigm for Constructing Masses in Dempster-Shafer Evidence Theory for Wireless Sensor Network's Multisource Data Fusion
por: Zhang, Zhenjiang, et al.
Publicado: (2014)

Corrigendum: Alzheimer-compound identification based on data fusion and forgeNet_SVM
por: Yang, Bin, et al.
Publicado: (2023)

Electromagnetic Modulation Signal Classification Using Dual-Modal Feature Fusion CNN
por: Bai, Jiansheng, et al.
Publicado: (2022)

A CNN-transformer fusion network for COVID-19 CXR image classification
por: Cao, Kai, et al.
Publicado: (2022)

Detection and Classification of Histopathological Breast Images Using a Fusion of CNN Frameworks
por: Rafiq, Ahsan, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_31vmd4tn5e4m7e395qmgl9gujn