Dr. Oya Deniz Beyan
Contact Information
| Address: |
Lehrstuhl Informatik 5 6235, 2nd floor, building: E2 Ahornstr. 55 52056 Aachen DE |
| Phone: | +49 241 80 21512 |
| Fax: | +49 241 80 22321 |
| Email: | beyan@dbis.rwth-aachen.de |
Current Teaching
Past Teaching
- Knowledge Graphs Praktikum (SS 18)
- Big Data in Personalized Medicine (WS 17/18)
- Data Driven Medicine (WS 17/18)
- Research Data Management (SS 17)
- Big Data in Personalized Medicine (SS 17)
- Data Driven Medicine (SS 17)
- Big Data in Personalized Medicine (WS 16/17)
- Big Data in Medical Informatics (WS 16/17)
Theses
- Developing a Data Annotation Tool for Scientific Data Management (Open)
- Analysis of Breast Cancer Genomic Data with Multimodal Deep Belief Network (Running)
- Arden Syntax in Use of Data Analysis Pipelines - Development of a DSL Based on the Arden Syntax, supporting recruitment for clinical trails (Running)
- Design and Implementation of an adaptable visual query tool for graph based health data (Running)
- Developing a machine-actionable process model for ethical approval workflows (Running)
- Semantic Anomaly Detection in Medical Time Series (Running)
- Smart Quality Check for FHIR Resources System (Running)
- Unsupervised Anomaly Detection in Medical Time Series Data (Running)
- Using Deep Neural Networks and Copy Number Variations for Cancer Detection (Running)
- Semantic Data Profi ling in Data Lake (2018)
Publications
-
An RDF Based Semantic Approach to Model Temporal Relations in Health Records
Published in SWAT4LS
- Implementing an ethical approach to big data analytics in assistive robotics for elderly with dementia
- A semantic architecture for preserving and interpreting the information contained in Irish historical vital records
- A Framework for Applying Data Integration and Curation Pipelines to Support Integration of Migrants and Refugees in Europe
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