Cargando…

Research on lung nodule recognition algorithm based on deep feature fusion and MKL-SVM-IPSO

Lung CAD system can provide auxiliary third-party opinions for doctors, improve the accuracy of lung nodule recognition. The selection and fusion of nodule features and the advancement of recognition algorithms are crucial improving lung CAD systems. Based on the HDL model, this paper mainly focuses...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Yang, Zheng, Hewei, Huang, Xiaoyu, Chang, Jiayue, Hou, Debiao, Lu, Huimin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579155/ https://www.ncbi.nlm.nih.gov/pubmed/36257988 http://dx.doi.org/10.1038/s41598-022-22442-3

Ejemplares similares

Research on Key Algorithms of the Lung CAD System Based on Cascade Feature and Hybrid Swarm Intelligence Optimization for MKL-SVM
por: Chang, Jiayue, et al.
Publicado: (2021)

Multi-Sensor Fusion by CWT-PARAFAC-IPSO-SVM for Intelligent Mechanical Fault Diagnosis
por: Chen, Hanxin, et al.
Publicado: (2022)

A Generic Design of Driver Drowsiness and Stress Recognition Using MOGA Optimized Deep MKL-SVM
por: Chui, Kwok Tai, et al.
Publicado: (2020)

The Identification of ECG Signals Using WT-UKF and IPSO-SVM
por: Li, Ning, et al.
Publicado: (2022)

Pulmonary Nodule Detection Model Based on SVM and CT Image Feature-Level Fusion with Rough Sets
por: Zhou, Tao, et al.
Publicado: (2016)

Quis Custodiet Ipsos Custodes
por: Kelly, Barry
Publicado: (2011)

Ipso Facto or Permanent Membership
Publicado: (1914)

Weighted Feature Gaussian Kernel SVM for Emotion Recognition
por: Wei, Wei, et al.
Publicado: (2016)

Nokia firewall, VPN, and IPSO configuration guide
por: Hay, Andrew, et al.
Publicado: (2009)

Computer-Aided Lung Nodule Recognition by SVM Classifier Based on Combination of Random Undersampling and SMOTE
por: Sui, Yuan, et al.
Publicado: (2015)

Synaptic localisation of SRF coactivators, MKL1 and MKL2, and their role in dendritic spine morphology
por: Kaneda, Marisa, et al.
Publicado: (2018)

Design of lung nodules segmentation and recognition algorithm based on deep learning
por: Yu, Hui, et al.
Publicado: (2021)

Feature Fusion of a Deep-Learning Algorithm into Wearable Sensor Devices for Human Activity Recognition
por: Yen, Chih-Ta, et al.
Publicado: (2021)

Implementation of the CHA IPSO Collaborative at a Pediatric Academic Center
por: Mathur, Himi, et al.
Publicado: (2018)

Catalyst- and solvent-free ipso-hydroxylation of arylboronic acids to phenols
por: Yang, Xiufang, et al.
Publicado: (2019)

An IPSO-FW-WSVM Method for Stock Trading Signal Forecasting
por: Chen, Yingjun, et al.
Publicado: (2023)

Efficient Deep Learning Architecture for Detection and Recognition of Thyroid Nodules
por: Ma, Jingzhe, et al.
Publicado: (2020)

Face Recognition Algorithm Based on Multiscale Feature Fusion Network
por: Li, Yunquan, et al.
Publicado: (2022)

Thyroid Nodule Classification in Ultrasound Images by Fusion of Conventional Features and Res-GAN Deep Features
por: Hang, Yuan
Publicado: (2021)

International Society of Paediatric Surgical Oncology (IPSO) Surgical Practice Guidelines
por: de Campos Vieira Abib, Simone, et al.
Publicado: (2022)

Assessment of Positive Predictive Value of the IPSO Definitions at a Quaternary Hospital
por: Loeb, Daniel, et al.
Publicado: (2021)

Psychosocial online counselling in Ukraine on IPSO-care platform in pandemic period
por: Korostiy, V., et al.
Publicado: (2021)

Feature Fusion of Deep Spatial Features and Handcrafted Spatiotemporal Features for Human Action Recognition
por: Uddin, Md Azher, et al.
Publicado: (2019)

SVM-RFE Based Feature Selection and Taguchi Parameters Optimization for Multiclass SVM Classifier
por: Huang, Mei-Ling, et al.
Publicado: (2014)

SRF and MKL1 Independently Inhibit Brown Adipogenesis
por: Rosenwald, Matthias, et al.
Publicado: (2017)

Target Recognition of SAR Images Based on SVM and KSRC
por: Zhao, Haiyan
Publicado: (2021)

Glioma Tumors’ Classification Using Deep-Neural-Network-Based Features with SVM Classifier
por: Latif, Ghazanfar, et al.
Publicado: (2022)

MD-SVM: a novel SVM-based algorithm for the motif discovery of transcription factor binding sites
por: Hu, Jialu, et al.
Publicado: (2019)

Photocatalytic radical defluoroalkylation of unactivated alkenes via distal heteroaryl ipso-migration
por: Yuan, Xin, et al.
Publicado: (2020)

IPSO-LSTM hybrid model for predicting online public opinion trends in emergencies
por: Mu, Guangyu, et al.
Publicado: (2023)

MKL1 expressed in macrophages contributes to the development of murine colitis
por: An, Jianbo, et al.
Publicado: (2017)

Gene prediction in metagenomic fragments based on the SVM algorithm
por: Liu, Yongchu, et al.
Publicado: (2013)

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

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

Entropy SVM–Based Recognition of Transient Surges in HVDC Transmissions
por: Luo, Guomin, et al.
Publicado: (2018)

Iris recognition approach for identity verification with DWT and multiclass SVM
por: El-Sayed, Mohamed A., et al.
Publicado: (2022)

A Hybrid Fault Diagnosis Approach for Rotating Machinery with the Fusion of Entropy-Based Feature Extraction and SVM Optimized by a Chaos Quantum Sine Cosine Algorithm
por: Fu, Wenlong, et al.
Publicado: (2018)

Recognition of Common Non-Normal Walking Actions Based on Relief-F Feature Selection and Relief-Bagging-SVM
por: Huang, Pan, et al.
Publicado: (2020)

Feature fusion using deep learning for smartphone based human activity recognition
por: Thakur, Dipanwita, et al.
Publicado: (2021)

Sheep Face Recognition Model Based on Deep Learning and Bilinear Feature Fusion
por: Wan, Zhuang, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_spngbl64nss7tad3k2e8g9v2jd