Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records. - Aynur Guluzade; Endri Kacupaj; Maria Maleshkova (AIME, 2021)

Development of a flexible and interoperable architecture to customize clinical solutions targeting the care of multimorbid patients. - Martin Breidenbach; Florim Hamiti; Aynur Guluzade; Naguib Heiba; Yehya Mohamad; Carlos A. Velasco; Birgit Herbeck Belnap; Dagmar Lühmann (DSAI, 2022)

A Data Space infrastructure supporting the integration of clinical data nodes and cancer registries to improve personalized medicine. - Florim Hamiti; Martin Breidenbach; Naguib Heiba; Aynur Guluzade; Yehya Mohamad; Carlos A Velasco (DSAI, 2024)

ELMTEX: Fine-Tuning LLMs for Structured Clinical Information Extraction. A Case Study on Clinical Reports. - Aynur Guluzade; Naguib Heiba; Zeyd Boukhers; Florim Hamiti; Jahid Hasan Polash; Yehya Mohamad; Carlos A. Velasco (AIME (2), 2025)

ELMTEX: Fine-Tuning Large Language Models for Structured Clinical Information Extraction. A Case Study on Clinical Reports. - Aynur Guluzade; Naguib Heiba; Zeyd Boukhers; Florim Hamiti; Jahid Hasan Polash; Yehya Mohamad; Carlos A. Velasco (CoRR, 2025)