04285nam 22007935 450 991029958660332120231205181148.0981-10-6529-210.1007/978-981-10-6529-3(CKB)4100000000586864(DE-He213)978-981-10-6529-3(MiAaPQ)EBC5024562(PPN)204531438(EXLCZ)99410000000058686420170906d2018 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierComputational Intelligence Techniques in Diagnosis of Brain Diseases[electronic resource] /by Sasikumar Gurumoorthy, Naresh Babu Muppalaneni, Xiao-Zhi Gao1st ed. 2018.Singapore :Springer Singapore :Imprint: Springer,2018.1 online resource (XI, 70 p. 35 illus., 7 illus. in color.)SpringerBriefs in Forensic and Medical Bioinformatics,2196-8845981-10-6528-4 Includes bibliographical references at the end of each chapters.1.Introduction -- 2.Analysis of Electroencephalogram (EEG) using ANN -- 3.Classification and Analysis of EEG using SVM and MRE -- 4.Intelligent Technique to Identify Epilepsy Captures Using Fuzzy System -- 5.Analysis of EEG to find Alzheimer’s disease using Intelligent Techniques.This book highlights a new biomedical signal processing method of extracting a specific underlying signal from possibly noisy multi-channel recordings, and shows that the method is suitable for extracting independent components from the measured electroencephalogram (EEG) signal. The system efficiently extracts memory spindles and is also effective in Alzheimer seizures. Current developments in computer hardware and signal processing have made it possible for EEG signals or “brain waves” to communicate between humans and computers – an area that can be extended for use in this domain.SpringerBriefs in Forensic and Medical Bioinformatics,2196-8845Computational intelligenceNeurology Biomedical engineeringSignal processingImage processingSpeech processing systemsBioinformaticsUser interfaces (Computer systems)Computational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Neurologyhttps://scigraph.springernature.com/ontologies/product-market-codes/H36001Biomedical Engineering and Bioengineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T2700XSignal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Computational Biology/Bioinformaticshttps://scigraph.springernature.com/ontologies/product-market-codes/I23050User Interfaces and Human Computer Interactionhttps://scigraph.springernature.com/ontologies/product-market-codes/I18067Computational intelligence.Neurology .Biomedical engineering.Signal processing.Image processing.Speech processing systems.Bioinformatics.User interfaces (Computer systems).Computational Intelligence.Neurology.Biomedical Engineering and Bioengineering.Signal, Image and Speech Processing.Computational Biology/Bioinformatics.User Interfaces and Human Computer Interaction.153.90151Gurumoorthy Sasikumarauthttp://id.loc.gov/vocabulary/relators/aut1059161M Naresh Babu(Muppalaneni)authttp://id.loc.gov/vocabulary/relators/autGao Xiao-Zhiauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910299586603321Computational Intelligence Techniques in Diagnosis of Brain Diseases2537902UNINA