Applying machine learning for automated classification of biomedical data in subject-independent settings. ([2019])

• Record Type: Book
• Further Information: Note: Thuy T. Pham.
• Authors: Pham, Thuy T
• Contents: Introduction .-Background .-Algorithms .-Point Anomaly Detection: Application to Freezing of Gait Monitoring .-Collective Anomaly Detection: Application to Respiratory Artefact Removals.-Spike Sorting: Application to Motor Unit Action Potential Discrimination .-Conclusion.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource (xv, 107 pages), illustrations (some color)
• Subjects: 006.3/1; Engineering; Machine learning; Artificial intelligence -- Medical applications; Medical informatics; COMPUTERS / General; Computers -- Database Management -- Data Mining; Computers -- Intelligence (AI) & Semantics; Science -- Life Sciences -- Anatomy & Physiology; Data mining; Artificial intelligence; Molecular biology; Biomedical engineering; Data mining; Bioinformatics; Technology & Engineering -- Engineering (General); Biomedical engineering; Electronic books
• Languages: English
• ISBNs: 9783319986753; 3319986759
• Related ISBNs: 9783319986746
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (SpringerLink, viewed August 28, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.