Bridging Research Institutions to Catalyze Generative AI Adoption by the Health Sector in the Widening Countries

Widening ParticipationHORIZON-CSAID: 101159214
EC Contribution
€13,299
Consortium Size
4 orgs
Start Year
2024
Summary

In a bid to harness cutting-edge AI advancements, Slovenia and Austria, AI research frontrunners, united with two Widening countries, North Macedonia and Serbia, to propose a transformative mission to bridge the knowledge gap, and to propagate Generative AI expertise with the goal to meld AI into pragmatic medical contexts. Together, they are laying a foundation for a cross-border collaboration methodology that through training missions, workshops, seminars, and collaborative deep dive research would enrich minds and redefine medical practices. The collective effort, wisdom, and adaptability as a guiding principle, will dive into the core of the Large Language Models to explore the capability of transforming complex medical knowledge into valuable medical diagnoses and treatment recommendations. Through simulated real-world medical challenges, the team will resonate in the practicality of Generative AI and the specific requirements that such AI-based software would require to be implemented practically in the hospitals. Through this project the partners from the Widening countries will master coordination skills, while the research on Generative AI will alter the medical landscapes.

Consortium (4)

Project Results (42)

Source: CORDIS, the EU research results database.

Publications (33)
Exploring the Potential of Topological Data Analysis for Explainable Large Language Models: A Scoping Review
Mathematics· 2026DOI
Petar Sekuloski, Dimitar Kitanovski, Igor Goshev, Kostadin Mishev, Monika Simjanoska Misheva, Vesna Dimitrievska Ristovska
Extraction of Knowledge Representations for Reasoning from Medical Questionnaires
Information Society 2025 - AI in Healthcare· 2026DOI
Emir Mujić, Alexander Perko, Franz Wotava
HomeDOCtor App: Integrating Medical Knowledge into GPT for Personal Health Counseling
Information Society 2024 - ChatGPT in medicine· 2026DOI
Matic Zadobovšek, Primož Kocuvan, Matjaž Gams
IQ Progression of Large Language Models
Information Society 2025 - AI in Healthcare· 2026DOI
Leveraging Federated Learning for Secure Transfer and Deployment of ML Models in Healthcare
Information Society 2024 - ChatGPT in medicine· 2026DOI
Zlate Dodevski, Tanja Pavleska, Vladimir Trajkovik
Meeting Cultural and Linguistic Demands to Accommodate Fine-Tuned LLMs to Local Medical Customs and Patient Communication
Information Society 2024 - ChatGPT in medicine· 2026DOI
Gordana Petrovska Dojchinovska, Monika Simjanovska Misheva, Kostadin Mishev
Standards for Use of LLM in Medical Diagnosis
Information Society 2024 - ChatGPT in medicine· 2026DOI
Mihailo Svetozarević, Isidora Janković, Sonja Janković
Testing ChatGPT’s Performance on Medical Diagnostic Tasks
Information Society 2024 - ChatGPT in medicine· 2026DOI
Alexander Perko, Franz Wotawa
Use and Limitations of ChatGPT in Mental Health Disorders
Information Society 2024 - ChatGPT in medicine· 2026DOI
Jovana Petrović, Iva Binić, Maša Vacev, Stevo Lukić
AI Act Compliance within the MyHealth@EU Framework: A Tutorial (Preprint)
Journal of Medical Internet Research· 2025DOI
Monika Simjanoska Misheva, Dragan Shahpaski, Jovana Dobreva, Djansel Bukovec, Blagojche Gjorgjioski, Marjan Nikolov, Dalibor Frtunikj, Petre Lameski, Azir Aliu, Kostadin Mishev, Matjaž Gams
Beyond Accuracy: A Multi-Dimensional Evaluation Framework for Medical LLM Applications (M-LEAF)
AIHELATHCARE 2025· 2025DOI
Brain Sciences
Brain Sciences· 2025DOI
Jovana Dobreva; Monika Simjanoska Misheva; Kostadin Mishev; Dimitar Trajanov; Igor Mishkovski
Data in Brief
Data in Brief· 2025DOI
Dobreva, Jovana; Karasmanakis, Ivana; Ivanisevic, Filip; Horvat, Tadej; Kitanovski, Dimitar; Gams, Matjaz; Mishev, Kostadin; Simjanoska Misheva, Monika
Evaluating a Nationally Localized AI Chatbot for Personalized Primary Care Guidance: Insights from the HomeDOCtor Deployment in Slovenia
Healthcare· 2025DOI
Matjaž Gams; Tadej Horvat; Žiga Kolar; Primož Kocuvan; Kostadin Mishev; Monika Simjanoska Misheva
Evaluating Large Language Models for Privacy-Sensitive Healthcare Applications
Information Society – IS 2025 Proceedings· 2025DOI
Tadej Horvat; Žan Roštan; Jakob Jaš; Matjaž Gams
Evaluating the Accuracy and Quality of ChatGPT-4o Respones to Patient questions on Reddit
AIHELATHCARE 2025· 2025DOI
Exploring Transformer Models for EMG Signal Classification: A Case Study in ALS Detection
· 2025
Mihail Gjorgjiev, Kostadin Mishev, Monika Simjanoska Misheva
Extraction of Knowledge Representations for Reasoning from Medical Questionnaires
AIHELATHCARE 2025· 2025DOI
IQ Progression of Large Language Models
AIHELATHCARE 2025· 2025DOI
Large Language Models for Predictive Neurology: A Neurogenomic and Neurogenetic Perspective
· 2025
Djansel Bukovec, Blagojche Gjorgjioski, Kostadin Mishev, Monika Simjanoska Misheva
Prompt-to-Pill: Multi-Agent Drug Discovery and Clinical Simulation Pipeline
Bioinformatics Advances· 2025DOI
Ivana Vichentijevikj, Kostadin Mishev, Monika Simjanoska Misheva
Proteomics
PROTEOMICS· 2025DOI
Riste Stojanov; Milos Jovanovik; Sasho Gramatikov; Igor Mishkovski; Eftim Zdravevski; Darko Sasanski; Zorica Karapancheva; Goce Spasovski; Ivona Vasileska; Tome Eftimov; Wu Zhuojun; Joachim Jankowski; Dimitar Trajanov
RAGCare-QA: A benchmark dataset for evaluating retrieval-augmented generation pipelines in theoretical medical knowledge
Data in Brief· 2025DOI
Jovana Dobreva, Ivana Karasmanakis, Filip Ivanisevic, Tadej Horvat, Dimitar Kitanovski, Matjaz Gams, Kostadin Mishev, Monika Simjanoska Misheva
Unraveling genetic predisposition and oxidative stress in vitiligo development and the role of artificial intelligence (AI) in diagnosis and management
Journal of Medical Biochemistry· 2025DOI
Hristina Kocić; Torello Lotti; Tatjana Jevtović-Stoimenov; Uwe Wollina; Yan Valle; Stevo Lukić; Aleksandra Klisić
Use and Limitations of ChatGPT in Mental Health Disorders
IS 2024 ChatGPT in Medicine· 2025DOI
null null, Jovana Petrović†, Iva Binić, null null, Maša Vacev, null null, Stevo Lukić†, null null
Abstract
Epilepsia· 2024DOI
HomeDOCtor App: Integrating Medical Knowledge into GPT for Personal Health Counseling
Proceedings of Chat Gpt in Medicine 2024· 2024DOI
Leveraging Federated Learning for Secure Transfer and Deployment of ML Models in Healthcare
Proceedings of Chat Gpt in Medicine 2024· 2024DOI
Meeting Cultural and Linguistic Demands to Accommodate Fine-Tuned LLMs to Local Medical Customs and Patient Communication
Proceedings of Chat Gpt in Medicine 2024· 2024DOI
Standards for the use of Large Language Models medical diagnosis
Proceedings of Chat Gpt in Medicine 2024· 2024DOI
Testing ChatGPT’s Performance on Medical Diagnostic Tasks
Proceedings of Chat Gpt in Medicine 2024· 2024DOI
Using Combinatorial Testing for Prompt Engineering of Large Language Models in Medicine
Proceedings of Chat Gpt in Medicine 2024· 2024DOI
Using Combinatorial Testing for Prompt Engineering of LLMs in Medicine
Proceedings of Chat Gpt in Medicine 2024· 2024DOI
Perko, Alexander; Nica, Iulia; Wotawa, Franz
Deliverables (9)