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12th DILS 2018: Hannover, Germany
- Sören Auer, Maria-Esther Vidal:
Data Integration in the Life Sciences - 13th International Conference, DILS 2018, Hannover, Germany, November 20-21, 2018, Proceedings. Lecture Notes in Computer Science 11371, Springer 2019, ISBN 978-3-030-06015-2
Big Biomedical Data Integration and Management
- Janus Wawrzinek
, José María González Pinto
, Philipp Markiewka
, Wolf-Tilo Balke
:
Do Scaling Algorithms Preserve Word2Vec Semantics? A Case Study for Medical Entities. 3-16 - Silvio Domingos Cardoso, Marcos Da Silveira
, Ying-Chi Lin, Victor Christen, Erhard Rahm
, Chantal Reynaud-Delaître, Cédric Pruski
:
Combining Semantic and Lexical Measures to Evaluate Medical Terms Similarity. 17-32 - Lena Wiese
, Chimi Wangmo, Lukas Steuernagel, Armin Otto Schmitt, Mehmet Gültas:
Construction and Visualization of Dynamic Biological Networks: Benchmarking the Neo4J Graph Database. 33-43 - Maria-Esther Vidal
, Kemele M. Endris
, Samaneh Jozashoori
, Guillermo Palma
:
A Knowledge-Driven Pipeline for Transforming Big Data into Actionable Knowledge. 44-49 - Johanna Fiebeck
, Hans Laser
, Hinrich B. Winther
, Svetlana Gerbel
:
Leaving No Stone Unturned: Using Machine Learning Based Approaches for Information Extraction from Full Texts of a Research Data Warehouse. 50-58
Data Exploration in the Life Sciences
- Markus Stocker
, Manuel Prinz
, Fatemeh Rostami
, Tibor Kempf:
Towards Research Infrastructures that Curate Scientific Information: A Use Case in Life Sciences. 61-74 - Andreas Friedrich
, Luis de la Garza
, Oliver Kohlbacher
, Sven Nahnsen
:
Interactive Visualization for Large-Scale Multi-factorial Research Designs. 75-84 - Kemele M. Endris
, Maria-Esther Vidal
, Sören Auer
:
FedSDM: Semantic Data Manager for Federations of RDF Datasets. 85-90 - Samaneh Jozashoori
, Tatiana Novikova
, Maria-Esther Vidal
:
Poster Paper Data Integration for Supporting Biomedical Knowledge Graph Creation at Large-Scale. 91-96 - Rüdiger Busche
, Henning Dannheim, Dietmar Schomburg
:
DISBi: A Flexible Framework for Integrating Systems Biology Data. 97-102
Biomedical Data Analytics
- Ghanshyam Verma
, Alokkumar Jha, Dietrich Rebholz-Schuhmann, Michael G. Madden
:
Using Machine Learning to Distinguish Infected from Non-infected Subjects at an Early Stage Based on Viral Inoculation. 105-121 - Luiz Virginio
, Júlio Cesar dos Reis
:
Automated Coding of Medical Diagnostics from Free-Text: The Role of Parameters Optimization and Imbalanced Classes. 122-134 - Victor Christen, Ying-Chi Lin, Anika Groß
, Silvio Domingos Cardoso, Cédric Pruski
, Marcos Da Silveira
, Erhard Rahm
:
A Learning-Based Approach to Combine Medical Annotation Results - (Short Paper). 135-143 - Brandon M. Malone
, Alberto García-Durán, Mathias Niepert
:
Knowledge Graph Completion to Predict Polypharmacy Side Effects. 144-149
Big Biomedical Applications
- Marjan Najafabadipour
, Juan Manuel Tuñas
, Alejandro Rodríguez González
, Ernestina Menasalvas:
Lung Cancer Concept Annotation from Spanish Clinical Narratives. 153-163 - Alokkumar Jha, Yasar Khan, Qaiser Mehmood, Dietrich Rebholz-Schuhmann, Ratnesh Sahay:
Linked Data Based Multi-omics Integration and Visualization for Cancer Decision Networks. 164-181 - Svetlana Gerbel
, Hans Laser
, Norman Schönfeld
, Tobias Rassmann
:
The Hannover Medical School Enterprise Clinical Research Data Warehouse: 5 Years of Experience. 182-194 - Marc Halfmann
, Holger Stenzhorn
, Peter Gerjets, Oliver Kohlbacher, Uwe Oestermeier:
User-Driven Development of a Novel Molecular Tumor Board Support Tool. 195-199 - Lars Vogt
, Roman Baum
, Christian Köhler
, Sandra A. Meid
, Björn Quast
, Peter Grobe
:
Using Semantic Programming for Developing a Web Content Management System for Semantic Phenotype Data. 200-206 - Vincent Henry
, Ivan Moszer
, Olivier Dameron
, Marie-Claude Potier
, Martin Hofmann-Apitius
, Olivier Colliot
:
Converting Alzheimer's Disease Map into a Heavyweight Ontology: A Formal Network to Integrate Data. 207-215
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