ENGLISH

Information technology in bio- and medical informatics : 8th International Conference, ITBAM 2017, Lyon, France, August 28-31, 2017, Proceedings

By Bursa , Miroslav; Holzinger , Andreas; Khuri , Sami; Renda , M. Elena

Book information

Publisher
Springer
Year
2017
ISBN
978-3-319-64265-9, 3319642650, 978-3-319-64264-2
Language
english
Format
PDF
Filesize
15 MB (15471395 bytes)
Series
Lecture notes in computer science 10443.; LNCS sublibrary. SL 3, Information systems and applications incl. Internet/Web and HCI
Pages
135\139
Time added
2017-10-15 16:00:00
Bioinformatics -- Congresses;Medical informatics -

Description

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. Read more... Abstract: 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. Read more... Front Matter ....Pages I-X Front Matter ....Pages 1-1 IT in Biology & Medical Informatics: On the Challenge of Understanding the Data Ecosystem (Andreas Holzinger, Miroslav Bursa, Sami Khuri, M. Elena Renda)....Pages 3-7 Front Matter ....Pages 9-9 A Hybrid Feature Selection Method to Classification and Its Application in Hypertension Diagnosis (Hyun Woo Park, Dingkun Li, Yongjun Piao, Keun Ho Ryu)....Pages 11-19 Statistical Analysis of Perinatal Risk Factors for Emergency Caesarean Section (Ibrahim Abou Khashabh, Václav Chudáček, Michal Huptych)....Pages 20-29 Modelling of Cancer Patient Records: A Structured Approach to Data Mining and Visual Analytics (Jing Lu, Alan Hales, David Rew)....Pages 30-51 Front Matter ....Pages 53-53 Contextual Decision Making for Cancer Diagnosis (Samia Sbissi, Said Gattoufi)....Pages 55-65 A Review of Model Prediction in Diabetes and of Designing Glucose Regulators Based on Model Predictive Control for the Artificial Pancreas (Kyriaki Saiti, Martin Macaš, Kateřina Štechová, Pavlína Pithová, Lenka Lhotská)....Pages 66-81 Audit Trails in OpenSLEX: Paving the Road for Process Mining in Healthcare (Eduardo González López de Murillas, Emmanuel Helm, Hajo A. Reijers, Josef Küng)....Pages 82-91 Riemannian Geometry in Sleep Stage Classification (Elizaveta Saifutdinova, Václav Gerla, Lenka Lhotská)....Pages 92-99 The Use of Convolutional Neural Networks in Biomedical Data Processing (Miroslav Bursa, Lenka Lhotska)....Pages 100-119 Reducing Red Blood Cell Transfusions (James P. McGlothlin, Evan Crawford, Hari Srinivasan, Carissa Cianci, Brenda Bruneau, Ihab Dorotta)....Pages 120-133 Back Matter ....Pages 135-135

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