Information Technology in Bio- and Medical Informatics [[electronic resource] ] : 8th International Conference, ITBAM 2017, Lyon, France, August 28–31, 2017, Proceedings / / edited by Miroslav Bursa, Andreas Holzinger, M. Elena Renda, Sami Khuri |
Edizione | [1st ed. 2017.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
Descrizione fisica | 1 online resource (X, 135 p. 37 illus.) |
Disciplina | 610.285 |
Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
Soggetto topico |
Data mining
Information storage and retrieval Artificial intelligence Bioinformatics Application software Computers Data Mining and Knowledge Discovery Information Storage and Retrieval Artificial Intelligence Computational Biology/Bioinformatics Computer Appl. in Social and Behavioral Sciences Computing Milieux |
ISBN | 3-319-64265-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
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 -- 2.2 Riemannian Geometry -- 2.3 Classification in Riemannian Geometry -- 3 Experimental Results -- 3.1 Data Description -- 3.2 Results -- 4 Conclusion and Discussion -- References -- The Use of Convolutional Neural Networks in Biomedical Data Processing -- 1 Introduction -- 1.1 Motivation and Clinical View -- 2 Data and Methodology -- 2.1 Input Dataset Description -- 2.2 Preprocessing and Feature Extraction -- 3 Experimental Part -- 3.1 Methodology and Experiment Design -- 3.2 Evaluation -- 4 Conclusion and Final Results -- References -- Reducing Red Blood Cell Transfusions -- Abstract -- 1 Introduction -- 2 Problem Domain -- 3 Classification -- 4 Implementation Details -- 4.1 Data Implementation -- 4.2 User Implementation -- 5 Analyzing and Improving the Algorithm. 5.1 Changes from User Acceptance Testing -- 5.2 Supervised Learning -- 5.3 Phase Two -- 6 Results -- 7 Future Work -- 8 Conclusions -- References -- Author Index. |
Record Nr. | UNISA-996466173303316 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Information Technology in Bio- and Medical Informatics : 8th International Conference, ITBAM 2017, Lyon, France, August 28–31, 2017, Proceedings / / edited by Miroslav Bursa, Andreas Holzinger, M. Elena Renda, Sami Khuri |
Edizione | [1st ed. 2017.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
Descrizione fisica | 1 online resource (X, 135 p. 37 illus.) |
Disciplina | 610.285 |
Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
Soggetto topico |
Data mining
Information storage and retrieval Artificial intelligence Bioinformatics Application software Computers Data Mining and Knowledge Discovery Information Storage and Retrieval Artificial Intelligence Computational Biology/Bioinformatics Computer Appl. in Social and Behavioral Sciences Computing Milieux |
ISBN | 3-319-64265-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
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 -- 2.2 Riemannian Geometry -- 2.3 Classification in Riemannian Geometry -- 3 Experimental Results -- 3.1 Data Description -- 3.2 Results -- 4 Conclusion and Discussion -- References -- The Use of Convolutional Neural Networks in Biomedical Data Processing -- 1 Introduction -- 1.1 Motivation and Clinical View -- 2 Data and Methodology -- 2.1 Input Dataset Description -- 2.2 Preprocessing and Feature Extraction -- 3 Experimental Part -- 3.1 Methodology and Experiment Design -- 3.2 Evaluation -- 4 Conclusion and Final Results -- References -- Reducing Red Blood Cell Transfusions -- Abstract -- 1 Introduction -- 2 Problem Domain -- 3 Classification -- 4 Implementation Details -- 4.1 Data Implementation -- 4.2 User Implementation -- 5 Analyzing and Improving the Algorithm. 5.1 Changes from User Acceptance Testing -- 5.2 Supervised Learning -- 5.3 Phase Two -- 6 Results -- 7 Future Work -- 8 Conclusions -- References -- Author Index. |
Record Nr. | UNINA-9910483941003321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Information Technology in Bio- and Medical Informatics [[electronic resource] ] : 7th International Conference, ITBAM 2016, Porto, Portugal, September 5-8, 2016, Proceedings / / edited by M. Elena Renda, Miroslav Bursa, Andreas Holzinger, Sami Khuri |
Edizione | [1st ed. 2016.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
Descrizione fisica | 1 online resource (X, 253 p. 109 illus.) |
Disciplina | 572.80285 |
Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
Soggetto topico |
Data mining
Health informatics Application software Database management Mathematical logic Bioinformatics Data Mining and Knowledge Discovery Health Informatics Information Systems Applications (incl. Internet) Database Management Mathematical Logic and Formal Languages Computational Biology/Bioinformatics |
ISBN | 3-319-43949-9 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISA-996465329903316 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Information Technology in Bio- and Medical Informatics : 7th International Conference, ITBAM 2016, Porto, Portugal, September 5-8, 2016, Proceedings / / edited by M. Elena Renda, Miroslav Bursa, Andreas Holzinger, Sami Khuri |
Edizione | [1st ed. 2016.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
Descrizione fisica | 1 online resource (X, 253 p. 109 illus.) |
Disciplina | 572.80285 |
Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
Soggetto topico |
Data mining
Health informatics Application software Database management Mathematical logic Bioinformatics Data Mining and Knowledge Discovery Health Informatics Information Systems Applications (incl. Internet) Database Management Mathematical Logic and Formal Languages Computational Biology/Bioinformatics |
ISBN | 3-319-43949-9 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910484311303321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Information Technology in Bio- and Medical Informatics [[electronic resource] ] : 6th International Conference, ITBAM 2015, Valencia, Spain, September 3-4, 2015, Proceedings / / edited by M. Elena Renda, Miroslav Bursa, Andreas Holzinger, Sami Khuri |
Edizione | [1st ed. 2015.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
Descrizione fisica | 1 online resource (X, 115 p. 32 illus.) |
Disciplina | 572.80285 |
Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
Soggetto topico |
Data mining
Health informatics Application software Database management Mathematical logic Bioinformatics Data Mining and Knowledge Discovery Health Informatics Information Systems Applications (incl. Internet) Database Management Mathematical Logic and Formal Languages Computational Biology/Bioinformatics |
ISBN | 3-319-22741-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNISA-996199937303316 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Information Technology in Bio- and Medical Informatics : 6th International Conference, ITBAM 2015, Valencia, Spain, September 3-4, 2015, Proceedings / / edited by M. Elena Renda, Miroslav Bursa, Andreas Holzinger, Sami Khuri |
Edizione | [1st ed. 2015.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
Descrizione fisica | 1 online resource (X, 115 p. 32 illus.) |
Disciplina | 572.80285 |
Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
Soggetto topico |
Data mining
Health informatics Application software Database management Mathematical logic Bioinformatics Data Mining and Knowledge Discovery Health Informatics Information Systems Applications (incl. Internet) Database Management Mathematical Logic and Formal Languages Computational Biology/Bioinformatics |
ISBN | 3-319-22741-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Record Nr. | UNINA-9910483650303321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Information Technology in Bio- and Medical Informatics [[electronic resource] ] : 5th International Conference, ITBAM 2014, Munich, Germany, September 2, 2014. Proceedings / / edited by Miroslav Bursa, Sami Khuri, M. Elena Renda |
Edizione | [1st ed. 2014.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
Descrizione fisica | 1 online resource (X, 149 p. 47 illus.) |
Disciplina | 610.285 |
Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
Soggetto topico |
Data mining
Health informatics Application software Database management Bioinformatics Data Mining and Knowledge Discovery Health Informatics Information Systems Applications (incl. Internet) Database Management Computational Biology/Bioinformatics |
ISBN | 3-319-10265-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Clustering and bioinformatics -- Medical image and data processing -- Knowledge discovery and machine learning in medicine. |
Record Nr. | UNISA-996202531303316 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Information Technology in Bio- and Medical Informatics : 5th International Conference, ITBAM 2014, Munich, Germany, September 2, 2014. Proceedings / / edited by Miroslav Bursa, Sami Khuri, M. Elena Renda |
Edizione | [1st ed. 2014.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 |
Descrizione fisica | 1 online resource (X, 149 p. 47 illus.) |
Disciplina | 610.285 |
Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
Soggetto topico |
Data mining
Health informatics Application software Database management Bioinformatics Data Mining and Knowledge Discovery Health Informatics Information Systems Applications (incl. Internet) Database Management Computational Biology/Bioinformatics |
ISBN | 3-319-10265-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Clustering and bioinformatics -- Medical image and data processing -- Knowledge discovery and machine learning in medicine. |
Record Nr. | UNINA-9910483676403321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2014 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Information Technology in Bio- and Medical Informatics [[electronic resource] ] : 4th International Conference, ITBAM 2013, Prague, Czech Republic, August 28, 2013. Proceedings / / edited by Miroslav Bursa, Sami Khuri, M. Elena Renda |
Edizione | [1st ed. 2013.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
Descrizione fisica | 1 online resource (X, 115 p. 44 illus.) |
Disciplina | 502.85 |
Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
Soggetto topico |
Health informatics
Computers Application software Bioinformatics Health Informatics Information Systems and Communication Service Computer Applications Computational Biology/Bioinformatics |
ISBN | 3-642-40093-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Pervasive and Intelligent Decision Support in Critical Health Care using Ensemble -- Pervasive and Intelligent Decision Support in Critical Health Care using Ensemble -- C-Grid: Enabling iRODS-based Grid Technology for Community Health Research -- Local pre-processing for node classification in networks -- Automatic evaluation of FHR recordings from a new open access CTG database -- Maternal and Neonatal Healthcare Information System: Development of an Obstetric Electronic Health Record and Healthcare Indicators Dashboard -- Data acquisition and storage system in a cardiac electrophysiology laboratory -- Proposing a Monitoring & Early Notification System for Heart Diseases -- Automatic Microcalcification Segmentation using Rough Entropy and Fuzzy Approach -- A Model for Analyzing the Relation between Potassium (K) and Hemolysis Index (HI) with Clustering Method -- A secure RBAC mobile agent model for Healthcare Institutions: preliminary study -- Adaptive Model of Cardiovascular system: realization and signal database. |
Record Nr. | UNISA-996465962603316 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. di Salerno | ||
|
Information Technology in Bio- and Medical Informatics : 4th International Conference, ITBAM 2013, Prague, Czech Republic, August 28, 2013. Proceedings / / edited by Miroslav Bursa, Sami Khuri, M. Elena Renda |
Edizione | [1st ed. 2013.] |
Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
Descrizione fisica | 1 online resource (X, 115 p. 44 illus.) |
Disciplina | 502.85 |
Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
Soggetto topico |
Health informatics
Computers Application software Bioinformatics Health Informatics Information Systems and Communication Service Computer Applications Computational Biology/Bioinformatics |
ISBN | 3-642-40093-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Pervasive and Intelligent Decision Support in Critical Health Care using Ensemble -- Pervasive and Intelligent Decision Support in Critical Health Care using Ensemble -- C-Grid: Enabling iRODS-based Grid Technology for Community Health Research -- Local pre-processing for node classification in networks -- Automatic evaluation of FHR recordings from a new open access CTG database -- Maternal and Neonatal Healthcare Information System: Development of an Obstetric Electronic Health Record and Healthcare Indicators Dashboard -- Data acquisition and storage system in a cardiac electrophysiology laboratory -- Proposing a Monitoring & Early Notification System for Heart Diseases -- Automatic Microcalcification Segmentation using Rough Entropy and Fuzzy Approach -- A Model for Analyzing the Relation between Potassium (K) and Hemolysis Index (HI) with Clustering Method -- A secure RBAC mobile agent model for Healthcare Institutions: preliminary study -- Adaptive Model of Cardiovascular system: realization and signal database. |
Record Nr. | UNINA-9910483163303321 |
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|