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E-raamat: Information Technology in Bio- and Medical Informatics: 6th International Conference, ITBAM 2015, Valencia, Spain, September 3-4, 2015, Proceedings

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Information Technology in Bio- and Medical Informatics: 6th International Conference, ITBAM 2015, Valencia, Spain, September 3-4, 2015, ProceedingsSuurem pilt

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This book constitutes the refereed proceedings of the 6th International Conference on Information Technology in Bio- and Medical Informatics, ITBAM 2015, held in Valencia, Spain, in September 2015, in conjunction with DEXA 2015.

The 9 revised long papers presented together with 1 poster paper were carefully reviewed and selected from 15 submissions. The papers address the following two topics: medical terminology and clinical processes and machine learning in biomedicine.
Medical Terminology and Clinical Processes
From Literature to Knowledge: Exploiting PubMed to Answer Biomedical Questions in Natural Language
3(13)
Pinaki Bhaskar
Marina Buzzi
Filippo Geraci
Marco Pellegrini
Using Twitter Data and Sentiment Analysis to Study Diseases Dynamics
16(9)
Vincenza Carchiolo
Alessandro Longheu
Michele Malgeri
An Open Data Approach for Clinical Appropriateness
25(12)
Mario A. Bochicchio
Lucia Vaira
Marco Zappatore
Giambattista Lobreglio
Marilena Greco
Machine Learning in Biomedicine
A Logistic Regression Approach for Identifying Hot Spots in Protein Interfaces
37(12)
Peipei Li
Keun Ho Ryu
The Discovery of Prognosis Factors Using Association Rule Mining in Acute Myocardial Infarction with ST-Segment Elevation
49(7)
Kwang Sun Ryu
Hyun Woo Park
Soo Ho Park
Ibrahim M. Ishag
Jang Hwang Bae
Keun Ho Ryu
Data Mining Techniques in Health Informatics: A Case Study from Breast Cancer Research
56(15)
Jing Lu
Alan Hales
David Rew
Malcolm Keech
Christian Frohlingsdorf
Alex Mills-Mullett
Christian Wette
Artificial Neural Networks in Diagnosis of Liver Diseases
71(10)
Jose Neves
Adriana Cunha
Ana Almeida
Andre Carvalho
Joao Neves
Antonio Abelha
Jose Machado
Henrique Vicente
How to Increase the Effectiveness of the Hepatitis Diagnostics by Means of Appropriate Machine Learning Methods
81(14)
Alexandra Lukacova
Frantisek Babic
Zuzana Paralicova
Jan Paralic
Ant-Inspired Algorithms for Decision Tree Induction: An Evaluation on Biomedical Signals
95(14)
Miroslav Bursa
Lenka Lhotska
Poster Session
Microsleep Classifier Using EOG Channel Recording: A Feasibility Study
109(6)
Martin Holub
Martina Srutova
Lenka Lhotska
Author Index 115
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