Cardiogenic shock
Machine-learning models for early prediction and improved outcomes in acute coronary syndrome.
Precision medicine,
written by data.
We are a research and educational group working at the intersection of cardiovascular medicine, data science, and artificial intelligence - training the next generation of clinicians and scientists.
Research
Atrial fibrillation
Biomarker discovery and screening tools to detect AF earlier and personalize ablation strategies.
Chronic coronary syndrome
Data-driven risk stratification and treatment optimization for chronic coronary patients.
Recent publications
- 2025European Heart Journal – Digital Health
Machine-learning based scoring system to predict cardiogenic shock in acute coronary syndrome
- 2024Heart, Vessels and Transplantation
The IRIS 2024 (Bratislava, Slovakia) again in in-person format
- 2023Journal of Endocrinological Investigation
In-vitro antiplatelet effect of melatonin in healthy individuals and patients with type 2 diabetes mellitus
- 2023Bratislava Medical Journal
Plasmatic apelin as a screening biomarker for atrial fibrillation
- 2023Frontiers in Cardiovascular Medicine
Data processing pipeline for cardiogenic shock prediction using machine learning
- 2022European Heart Journal
Artificial intelligence model for prediction of cardiogenic shock in ACS
Education
IRIS - International Research Interdisciplinary School
Summer school connecting medical students, clinicians, and data scientists for hands-on, project-based learning.
Academy Writing Course
Practical training in scientific writing, peer review, and publishing in high-impact journals.
Skills courses for young scientists
Short courses covering study design, statistics, and the core methods of modern clinical research in biomedicine.
From the desk
We are HealthHub Partners
Project: Center for Innovative Healthcare. Spolufinancované Európskou úniou. Vyjadrené názory a postoje sú názormi a vyhláseniami autora(-ov) a nemusia nevyhnutne odrážať názory a stanoviská Európskej únie alebo Európskej komisie. Európska únia ani orgán poskytujúci pomoc za ne nepreberajú žiadnu zodpovednosť. Informácie o pláne obnovy a odolnosti SR nájdete na www.planobnovy.sk
Essential Scientific Skills for Enhancing Research Quality
Essential Scientific Skills for Enhancing Research Quality – JOIN US and improve your skills in research & publication. Reserve your spot and gain valuable knowledge, tips, and tricks that will help you advance your research career. The course is designed for everyone working in the fields of biomedicine, medicine, and natural sciences. Don't miss the opportunity to improve your skills.
Latest research published in EHJ-DH
We are proud to announce that our latest research has been published in EHJ-DH! 🎉 This publication marks a significant step forward. STOP SHOCK score is a simple ML-based tool available at first medical contact showing high performance for prediction of developing cardiogenic shock during hospitalization in acute coronary syndrome patients. 💓