Machine learning for health informatics : state-of-the-art and future challenges /: state-of-the-art and future challenges. (2016)

• Record Type: Book
• Further Information: Note: Edited by Andreas Holzinger.
• Editors: Holzinger, Andreas
• Contents: Machine Learning for Health Informatics.- Bagging Soft Decision Trees.- Grammars for Discrete Dynamics.- Empowering Bridging Term Discovery for Cross-domain Literature Mining in the TextFlows Platform.- Visualisation of Integrated Patient-Centric Data as Pathways: Enhancing Electronic Medical Records in Clinical Practice.- Deep learning trends for focal brain pathology segmentation in MRI.- Differentiation between Normal and Epileptic EEG using K-Nearest-Neighbors Technique.- Survey on Feature Extraction and Applications of Biosignals.- Argumentation for knowledge representation, conflict resolution, defeasible inference and its integration with machine learning.- Machine Learning and Data mining Methods for Managing Parkinson's Disease.- Challenges of Medical Text and Image Processing: Machine Learning Approaches.- Visual Intelligent Decision Support Systems in the medical field: design and evaluation.
• Publisher Details: Cham : Springer
• Publication Date: 2016
• Copyright Date: 2016
• Extent: 1 online resource (481 pages)
• Subjects: 610.285; Computer science; Medical informatics; Machine learning; Medical -- General; Computers -- Programming -- Algorithms; Computers -- Computer Graphics; Health & safety aspects of IT; Algorithms & data structures; Image processing; Data mining; Medical records -- Data processing; Computer software; Computer vision; Computers -- Database Management -- Data Mining; Data mining
• Languages: English
• ISBNs: 9783319504780
• Related ISBNs: 9783319504773
• 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.