Data Integration in the Life Sciences: 11th International Conference, DILS 2015, Los Angeles, CA, USA, July 9-10, 2015, Proceedings

✍ Scribed by Naveen Ashish, Jose-Luis Ambite (eds.)

• Publisher: Springer International Publishing
• Year: 2015
• Tongue: English
• Leaves: 284
• Series: Lecture Notes in Computer Science 9162
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the proceedings of the 11th International Conference on Data Integration in the Life Sciences, DILS 2015, held in Los Angeles, CA, USA, in July 2015.

The 24 papers presented in this volume were carefully reviewed and selected from 40 submissions. They are organized in topical sections named: data integration technologies; ontology and knowledge engineering for data integration; biomedical data standards and coding; medical research applications; and graduate student consortium.

✦ Table of Contents

Front Matter....Pages I-XI
Front Matter....Pages 1-1
Combining Multiple Knowledge Sources: A Case Study of Drug Induced Liver Injury....Pages 3-12
GEM: The GAAIN Entity Mapper....Pages 13-27
Data Integration in the Human Brain Project....Pages 28-36
SchizConnect: Virtual Data Integration in Neuroimaging....Pages 37-51
Front Matter....Pages 53-53
Annotating Medical Forms Using UMLS....Pages 55-69
OnSim: A Similarity Measure for Determining Relatedness Between Ontology Terms....Pages 70-86
AnnEvol: An Evolutionary Framework to Description Ontology-Based Annotations....Pages 87-103
Terminology Development Towards Harmonizing Multiple Clinical Neuroimaging Research Repositories....Pages 104-117
Creating Biomedical Ontologies Using mOntage....Pages 118-132
Creation of Definitions for Ontologies: A Case Study in the Leukemia Domain....Pages 133-136
Front Matter....Pages 137-137
Integration of Hematopoietic Cell Transplantation Outcomes Data....Pages 139-146
ICD Code Retrieval: Novel Approach for Assisted Disease Classification....Pages 147-161
Front Matter....Pages 163-163
Integration of Multimodal Neuroimaging and Electroencephalography for the Study of Acute Epileptiform Activity After Traumatic Brain Injury....Pages 165-179
SVI: A Simple Single-Nucleotide Human Variant Interpretation Tool for Clinical Use....Pages 180-194
Quality Control Considerations for the Effective Integration of Neuroimaging Data....Pages 195-201
Integration of Behavioral, Structural, Functional, and Genetic Data for the Study of Autism Spectrum Disorders....Pages 202-207
Reverse Engineering Measures of Clinical Care Quality: Sequential Pattern Mining....Pages 208-222
Inference and Verification of Probabilistic Graphical Models from High-Dimensional Data....Pages 223-239
SPIRIT-ML: A Machine Learning Platform for Deriving Knowledge from Biomedical Datasets....Pages 240-250
Demonstration: Mining Sentence and Annotation Evidence for a Cross Genome Study of the Plant Hormone Ethylene....Pages 251-255
Front Matter....Pages 257-257
GAAIN Virtual Appliances: Virtual Machine Technology for Scientific Data Analysis....Pages 259-264
The GAAIN Entity Mapper: Towards Practical Medical Informatics Application....Pages 265-270
Efficient Management of Cached Data in the Global Alzheimer’s Association Interactive Network....Pages 271-275
Domain Specific Document Retrieval Framework for Real-Time Social Health Data....Pages 276-280
Back Matter....Pages 281-281

✦ Subjects

Database Management; Data Mining and Knowledge Discovery; Information Systems Applications (incl. Internet); Artificial Intelligence (incl. Robotics); Information Storage and Retrieval; Health Informatics