Archives
AICCELERATE
The AICCELERATE project intends to build a complete system for scaling up AI-enabled digital solutions for different hospital use cases. The project has ~11 million € budget for 17 partners across Europe. Health data interoperability is a major challenge for the generalizability and reusability of artificial intelligence models in different healthcare settings. I authored a blog…
Weather Forecast Apps for Turkey
Meteorology Weather Forecast App is the official mobile application of Turkey, maintained by Turkish State Meteorological Service. Mobile applications are used by over 4 million unique users while the web page has nearly 100 million unique visitors in a year (2021). I did lead four different teams to develop the following applications and services, and…
SALUS
SALUS is the acronym for the successfull FP7 project: Scalable, Standard based Interoperability Framework for Sustainable Proactive Post Market Safety Studies. As illustrated in the figure below, SALUS worked on the following: Functional interoperability to enable the exchange of electronic health records. For this, a new IHE profile was developed by the SALUS project and…
mantIQ – Business Intelligence
mantIQ is a full-fledged business intelligence platform which can be integrated to existing data sources and help its users analyze data through powerful visualization tools, give meaning with integrated auto-analysis algorithms and take better decisions. mantIQ can connect to various data sources, digest them and then provides analysis, prediction and correlation results through its web-based…
Data Privacy Tool
This is a standalone desktop application which works on HL7 FHIR resources so that the users can apply de-identification and pseudonymization configurations directly on the FHIR resources as well as other security and privacy measures. Previously, I presented a rough architecture of the Data Privacy Tool in this scientific journal paper. The tool communicates with…
Semantic MDR
Semantic MDR EE is a web-based metadata management and data modelling tool to create and maintain common data models collaboratively either based on imported standard content models or from scratch. Through its spreadsheet based user-friendly interfaces, it hides the implementation specific details and allows the modelers to focus on the data models to be managed. Semantic MDR is a…
Apache Stanbol
Apache Stanbol is now a retired Apache project which provided a set of components for semantic content management. I was a member of the project management board (PMC) and a committer for this Apache project. While this blog post describes the general concepts of Apache Stanbol, this paper gives detailed information about the semantic indexing…
Data Curation Tool
This is a standalone desktop application which helps its users transform existing health datasets into HL7 FHIR. The tool acts as an ETL tool, but specialized to transform data into the widely-used and well-established health data standard, called HL7 FHIR. It can read data from Excel/CSV files and/or PostgreSQL databases. Previously, I presented a rough…
Medolution
Medical Care Evolution was an ITEA project aiming to build a system of systems to collect, align and analyse heterogeneous health data so that medical professionals can make more informed decisions. The objective was to provide relevant information to support patients and healthcare professionals in their decision making on diagnosis, treatment and further monitoring; from…
BIVEE
BIVEE project aimed to develop a conceptual reference framework, a novel management method and a service-oriented ICT platform to enable Business Innovation in Virtual Factories and Enterprises. Considering my profession, it was a different experience to act as a facilitator between the technology providers and the end-users which were actual factories. I learned and practiced…