Title Information technology in bio- and medical informatics : 8th International Conference, ITBAM 2017, Lyon, France, August 28-31, 2017, Proceedings / Miroslav Bursa, Andreas Holzinger, M. Elena Renda, Sami Khuri (eds.)

Published Cham, Switzerland : Springer, 2017

Click on the following:
Springer eBooks

Copies

Description 1 online resource (x, 135 pages) : illustrations Series Lecture notes in computer science, 0302-9743 ; 10443 LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI Lecture notes in computer science ; 10443. 0302-9743 LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI. Contents Intro -- Preface -- Organization -- Contents -- Editorial -- IT in Biology & Medical Informatics: On the Challenge of Understanding the Data Ecosystem -- 1 Life Science and Medicine as Data Science -- 2 Challenge: Understanding the Data Ecosystem -- 3 Conclusion -- References -- General Track -- A Hybrid Feature Selection Method to Classification and Its Application in Hypertension Diagnosis -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 2.1 Data -- 2.2 Feature Selection -- 3 Experiment and Results -- 3.1 Generation of Target Population -- 3.2 Hybrid Feature Selection 3.3 Bayesian Network -- 3.4 Experimental Results -- 4 Conclusion -- Acknowledgment -- References -- Statistical Analysis of Perinatal Risk Factors for Emergency Caesarean Section -- 1 Introduction -- 2 Materials and Methods -- 2.1 Dataset -- 2.2 Population and Inclusion Criteria -- 2.3 Features -- 2.4 Statistical Evaluation -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Modelling of Cancer Patient Records: A Structured Approach to Data Mining and Visual Analytics -- Abstract -- 1 Introduction -- 1.1 Background -- 1.2 Case Study -- University Hospital Southampton -- 2 Methodology 2.1 Process-Driven Framework -- 2.2 Data Warehousing -- 2.3 Data Mining and Modelling -- 2.4 Visualisation -- 3 Clinical Data -- 3.1 Data Sources and Understanding -- 3.2 Data Pre-processing -- 3.3 Multi-dimensional Modelling -- 4 Results -- 4.1 Visual Analytics -- 4.2 Data Mining and Analytics -- 4.3 Discussion -- 5 Conclusion -- Acknowledgements -- References -- Poster Session -- Contextual Decision Making for Cancer Diagnosis -- 1 Introduction -- 2 Model and Decision Analytic Model -- 3 Cancer Diagnosis and Modeling Cancer Diagnosis -- 3.1 Cancer and Cancer Diagnosis 3.2 Modeling Cancer Diagnosis -- 4 Computer Aided/Assisted Diagnosis (CAD) -- 5 Context and the Role of Context in Medical Decision Making -- 5.1 Context -- 5.2 Modeling Context for Medical Decision Making -- 6 Critical Discussion and Our Approach -- 6.1 Discussion -- 6.2 Our Contribution -- 7 Conclusion -- References -- A Review of Model Prediction in Diabetes and of Designing Glucose Regulators Based on Model Predictive Control for the Artificial Pancreas -- 1 Introduction -- 2 Datasets -- 3 Evaluation Criteria -- 4 Prediction Models -- 4.1 Linear/Nonlinear Dynamic Models 4.2 Neural Network Models -- 5 Results -- 6 Artificial Pancreas -- Model Predictive Control -- 7 Discussion -- 8 Conclusion -- References -- Audit Trails in OpenSLEX: Paving the Road for Process Mining in Healthcare -- 1 Motivation -- 2 Background -- 2.1 Standardized Audit Trails -- 2.2 OpenSLEX Meta Model -- 3 Problem -- 4 Approach -- 4.1 Mapping of ATNA Messages to OpenSLEX -- 4.2 Transformation of ATNA Messages -- 5 Conclusion and Future Work -- References -- Riemannian Geometry in Sleep Stage Classification -- 1 Introduction -- 2 Materials and Methods -- 2.1 Covariance Matrix Summary This book constitutes the refereed proceedings of the 8th International Conference on Information Technology in Bio- and Medical Informatics, ITBAM 2017, held in Lyon, France, in August 2017. The 3 revised full papers and 6 poster papers presented were carefully reviewed and selected from 15 submissions. The papers address a broad range of topics in applications of information technology to biomedical engineering and medical informatics Notes Includes author index International conference proceedings Online resource; title from PDF title page (SpringerLink, viewed August 17, 2017) Subject Bioinformatics -- Congresses Medical informatics -- Congresses Information retrieval. Artificial intelligence. Life sciences: general issues. Society & social sciences. Information technology: general issues. Data mining. Computers -- System Administration -- Storage & Retrieval. Computers -- Intelligence (AI) & Semantics. Computers -- Computer Science. Computers -- Data Processing. Computers -- Social Aspects -- Human-Computer Interaction. Computers -- Database Management -- Data Mining. Bioinformatics Medical informatics Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Bursa, Miroslav, editor. Holzinger, Andreas, editor. Renda, M. Elena, editor. Khuri, Sami (Computer scientist), editor. ISBN 9783319642659 3319642650 3319642642 9783319642642 9783319642666 3319642669

Other Titles ITBAM 2017

  Permalink