Cargando…

Pathological brain detection in MRI scanning by wavelet packet Tsallis entropy and fuzzy support vector machine

An computer-aided diagnosis system of pathological brain detection (PBD) is important for help physicians interpret and analyze medical images. We proposed a novel automatic PBD to distinguish pathological brains from healthy brains in magnetic resonance imaging scanning in this paper. The proposed...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Yu-Dong, Wang, Shui-Hua, Yang, Xiao-Jun, Dong, Zheng-Chao, Liu, Ge, Phillips, Preetha, Yuan, Ti-Fei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer International Publishing 2015
Materias:	Methodology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4656268/ https://www.ncbi.nlm.nih.gov/pubmed/26636004 http://dx.doi.org/10.1186/s40064-015-1523-4

Ejemplares similares

Wavelet Packet Entropy for Heart Murmurs Classification
por: Safara, Fatemeh, et al.
Publicado: (2012)

Inference of gene regulatory networks from time series by Tsallis entropy
por: Lopes , Fabrício Martins, et al.
Publicado: (2011)

On Conditional Tsallis Entropy
por: Teixeira, Andreia, et al.
Publicado: (2021)

Identity Vector Extraction by Perceptual Wavelet Packet Entropy and Convolutional Neural Network for Voice Authentication
por: Lei, Lei, et al.
Publicado: (2018)

Classification of MRI Brain Images Using DNA Genetic Algorithms Optimized Tsallis Entropy and Support Vector Machine
por: Zang, Wenke, et al.
Publicado: (2018)

Coherence measure in terms of the Tsallis relative α entropy
por: Zhao, Haiqing, et al.
Publicado: (2018)

Pattern Recognition via PCNN and Tsallis Entropy
por: Zhang, YuDong, et al.
Publicado: (2008)

Medical Image Authentication Method Based on the Wavelet Packet and Energy Entropy
por: Sun, Tiankai, et al.
Publicado: (2022)

Wavelet Entropy and Directed Acyclic Graph Support Vector Machine for Detection of Patients with Unilateral Hearing Loss in MRI Scanning
por: Wang, Shuihua, et al.
Publicado: (2016)

Wavelet packet and fuzzy logic theory for automatic fault detection in induction motor
por: Talhaoui, Hicham, et al.
Publicado: (2022)

Wavelet packets and their statistical applications
por: Ahmad, Khalil, et al.
Publicado: (2018)

Shannon Entropy of Binary Wavelet Packet Subbands and Its Application in Bearing Fault Extraction
por: Wan, Shuting, et al.
Publicado: (2018)

Tsallis Entropy for Cross-Shareholding Network Configurations
por: Cerqueti, Roy, et al.
Publicado: (2020)

Tsallis Entropy, Likelihood, and the Robust Seismic Inversion
por: de Lima, Igo Pedro, et al.
Publicado: (2020)

Further Properties of Tsallis Entropy and Its Application
por: Alomani, Ghadah, et al.
Publicado: (2023)

A Direct Link between Rényi–Tsallis Entropy and Hölder’s Inequality—Yet Another Proof of Rényi–Tsallis Entropy Maximization
por: Tanaka, Hisa-Aki, et al.
Publicado: (2019)

Nonlinear Analysis of Auscultation Signals in TCM Using the Combination of Wavelet Packet Transform and Sample Entropy
por: Yan, Jian-Jun, et al.
Publicado: (2012)

Teager Energy Entropy Ratio of Wavelet Packet Transform and Its Application in Bearing Fault Diagnosis
por: Wan, Shuting, et al.
Publicado: (2018)

Seismic Damage Identification Method for Curved Beam Bridges Based on Wavelet Packet Norm Entropy
por: Deng, Tongfa, et al.
Publicado: (2021)

Tsallis Entropy of Product MV-Algebra Dynamical Systems
por: Markechová, Dagmar, et al.
Publicado: (2018)

The Tsallis generalized entropy enhances the interpretation of transcriptomics datasets
por: Dérian, Nicolas, et al.
Publicado: (2022)

Objective Auscultation of TCM Based on Wavelet Packet Fractal Dimension and Support Vector Machine
por: Yan, Jian-Jun, et al.
Publicado: (2014)

Application of Wavelet Packet Entropy Flow Manifold Learning in Bearing Factory Inspection Using the Ultrasonic Technique
por: Chen, Xiaoguang, et al.
Publicado: (2014)

Motor imagery classification method based on relative wavelet packet entropy brain network and improved lasso
por: Wang, Manqing, et al.
Publicado: (2023)

Predicting Nucleosome Positioning Based on Geometrically Transformed Tsallis Entropy
por: Wu, Jing, et al.
Publicado: (2014)

Analytic Study of Complex Fractional Tsallis’ Entropy with Applications in CNNs
por: Ibrahim, Rabha W., et al.
Publicado: (2018)

Tsallis Entropy of a Used Reliability System at the System Level
por: Kayid, Mohamed, et al.
Publicado: (2023)

On Generalized Carleson Operators of Periodic Wavelet Packet Expansions
por: Lal, Shyam, et al.
Publicado: (2013)

Complexity of the Yellowstone Park Volcanic Field Seismicity in Terms of Tsallis Entropy
por: Chochlaki, Kalliopi, et al.
Publicado: (2018)

Rényi and Tsallis Entropies of the Aharonov–Bohm Ring in Uniform Magnetic Fields
por: Olendski, Oleg
Publicado: (2019)

On the Exact Variance of Tsallis Entanglement Entropy in a Random Pure State
por: Wei, Lu
Publicado: (2019)

Estimating the Bed-Load Layer Thickness in Open Channels by Tsallis Entropy
por: Zhu, Zhongfan, et al.
Publicado: (2019)

Multiclass EEG signal classification utilizing Rényi min-entropy-based feature selection from wavelet packet transformation
por: Rahman, Md. Asadur, et al.
Publicado: (2020)

Wavelet Packet Singular Entropy-Based Method for Damage Identification in Curved Continuous Girder Bridges under Seismic Excitations
por: Li, Dayang, et al.
Publicado: (2019)

Railway Axle Condition Monitoring Technique Based on Wavelet Packet Transform Features and Support Vector Machines
por: Gómez, María Jesús, et al.
Publicado: (2020)

Calibration Analysis of High-G MEMS Accelerometer Sensor Based on Wavelet and Wavelet Packet Denoising
por: Shi, Yunbo, et al.
Publicado: (2021)

A Wavelet Packets Approach to Electrocardiograph Baseline Drift Cancellation
por: Tinati, Mohammad Ali, et al.
Publicado: (2006)

Multifocal ERG wavelet packet decomposition applied to glaucoma diagnosis
por: Miguel-Jiménez, Juan M, et al.
Publicado: (2011)

Wavelet Packets-Based Blind Watermarking for Medical Image Management
por: Mostafa, Salwa A.K., et al.
Publicado: (2010)

The multi-level and multi-dimensional quantum wavelet packet transforms
por: Li, Hai-Sheng, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_n8m4360lfpi3ccc6ofp9hr1frt