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

Project Information

ChatMED

Grant agreement ID: 101159214

DOI

10.3030/101159214

EC signature date 18 April 2024

Start date 1 September 2024

End date 31 August 2027

Funded under

• Widening participation and spreading excellence

Total cost

No data

EU contribution

€ 1 329 875,00

Coordinated by

Ss. CYRIL AND METHODIUS UNIVERSITY IN SKOPJE
North Macedonia

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (15)

Testing ChatGPT’s Performance on Medical Diagnostic Tasks

Published in: Proceedings of Chat Gpt in Medicine 2024, 2024, ISSN 2630-371X
Publisher: Jožef Stefan Instutute
DOI: 10.70314/IS.2024.CHTM.7

Beyond Accuracy: A Multi-Dimensional Evaluation Framework for Medical LLM Applications (M-LEAF)

Published in: AIHELATHCARE 2025, 2025, ISSN 2630-371X
Publisher: Jozef Stefan Institute
DOI: 10.70314/IS.2025.GPTZDRAVJE.2

Meeting Cultural and Linguistic Demands to Accommodate Fine-Tuned LLMs to Local Medical Customs and Patient Communication

Published in: Proceedings of Chat Gpt in Medicine 2024, 2024, ISSN 2630-371X
Publisher: Jožef Stefan Instutute
DOI: 10.70314/IS.2024.CHTM.11

HomeDOCtor App: Integrating Medical Knowledge into GPT for Personal Health Counseling

Published in: Proceedings of Chat Gpt in Medicine 2024, 2024, ISSN 2630-371X
Publisher: Jožef Stefan Instutute
DOI: 10.70314/IS.2024.CHTM.8

Evaluating Large Language Models for Privacy-Sensitive Healthcare Applications

Author(s): Tadej Horvat; Žan Roštan; Jakob Jaš; Matjaž Gams
Published in: Information Society – IS 2025 Proceedings, Issue K, 2025, ISSN 2630-371X
Publisher: Jožef Stefan Institute
DOI: 10.70314/IS.GPTZDRAVJE.5

IQ Progression of Large Language Models

Published in: AIHELATHCARE 2025, 2025, ISSN 2630-371X
Publisher: Jozef Stefan Institute
DOI: 10.70314/IS.2025.GPTZDRAVJE.6

Extraction of Knowledge Representations for Reasoning from Medical Questionnaires

Published in: AIHELATHCARE 2025, 2025, ISSN 2630-371X
Publisher: Jozef Stefan Institute
DOI: 10.70314/IS.2025.GPTZDRAVJE.7

Using Combinatorial Testing for Prompt Engineering of Large Language Models in Medicine

Published in: Proceedings of Chat Gpt in Medicine 2024, 2024, ISSN 2630-371X
Publisher: Jožef Stefan Instutute
DOI: 10.70314/IS.2024.CHTM.10

Exploring Transformer Models for EMG Signal Classification: A Case Study in ALS Detection

Author(s): Mihail Gjorgjiev, Kostadin Mishev, Monika Simjanoska Misheva
Published in: 2025
Publisher: Faculty of Computer Science and Engineering, Skopje, N. Macedonia,

Beyond Accuracy: A Multi-Dimensional Evaluation Framework for Medical LLM Applications (M-LEAF)

Published in: AIHELATHCARE 2025, 2025, ISSN 2630-371X
Publisher: Jozef Stefan Institute
DOI: 10.70314/IS.2025.GPTZDRAVJE.2

Large Language Models for Predictive Neurology: A Neurogenomic and Neurogenetic Perspective

Author(s): Djansel Bukovec, Blagojche Gjorgjioski, Kostadin Mishev, Monika Simjanoska Misheva
Published in: 2025
Publisher: Faculty of Computer Science and Engineering, Skopje, N. Macedonia

Leveraging Federated Learning for Secure Transfer and Deployment of ML Models in Healthcare

Published in: Proceedings of Chat Gpt in Medicine 2024, 2024, ISSN 2630-371X
Publisher: Jožef Stefan Instutute
DOI: 10.70314/IS.2024.CHTM.5

Evaluating the Accuracy and Quality of ChatGPT-4o Respones to Patient questions on Reddit

Published in: AIHELATHCARE 2025, 2025
Publisher: Jozef Stefan Institute
DOI: 10.70314/IS.2025.GPTZDRAVJE.4

Standards for the use of Large Language Models medical diagnosis

Published in: Proceedings of Chat Gpt in Medicine 2024, 2024, ISSN 2630-371X
Publisher: Jožef Stefan Instutute
DOI: 10.70314/IS.2024.CHTM.9

Beyond Accuracy: A Multi-Dimensional Evaluation Framework for Medical LLM Applications (M-LEAF)

Published in: AIHELATHCARE 2025, 2025, ISSN 2630-371X
Publisher: Jozef Stefan Institute
DOI: 10.70314/IS.2025.GPTZDRAVJE.2

Peer reviewed articles (7)

Unraveling genetic predisposition and oxidative stress in vitiligo development and the role of artificial intelligence (AI) in diagnosis and management

Author(s): Hristina Kocić; Torello Lotti; Tatjana Jevtović-Stoimenov; Uwe Wollina; Yan Valle; Stevo Lukić; Aleksandra Klisić
Published in: Journal of Medical Biochemistry, Issue Vol. 44, no. 4, 2025, ISSN 1452-8266
Publisher: Society of Medical Biochemists of Serbia, Belgrade
DOI: 10.5937/JOMB0-56661

Brain Sciences

Author(s): Jovana Dobreva; Monika Simjanoska Misheva; Kostadin Mishev; Dimitar Trajanov; Igor Mishkovski
Published in: Brain Sciences, Issue Vol. 15, no. 5 p. 523, 2025, ISSN 2076-3425
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/BRAINSCI15050523

Prompt-to-Pill: Multi-Agent Drug Discovery and Clinical Simulation Pipeline

Author(s): Ivana Vichentijevikj, Kostadin Mishev, Monika Simjanoska Misheva
Published in: Bioinformatics Advances, 2025, ISSN 2635-0041
Publisher: Oxford University Press (OUP)
DOI: 10.1093/BIOADV/VBAF323

RAGCare-QA: A benchmark dataset for evaluating retrieval-augmented generation pipelines in theoretical medical knowledge

Author(s): Jovana Dobreva, Ivana Karasmanakis, Filip Ivanisevic, Tadej Horvat, Dimitar Kitanovski, Matjaz Gams, Kostadin Mishev, Monika Simjanoska Misheva
Published in: Data in Brief, Issue 63, 2025, ISSN 2352-3409
Publisher: Elsevier BV
DOI: 10.1016/J.DIB.2025.112146

Evaluating a Nationally Localized AI Chatbot for Personalized Primary Care Guidance: Insights from the HomeDOCtor Deployment in Slovenia

Author(s): Matjaž Gams; Tadej Horvat; Žiga Kolar; Primož Kocuvan; Kostadin Mishev; Monika Simjanoska Misheva
Published in: Healthcare, Issue 13(15), 1843, 2025, ISSN 2227-9032
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/HEALTHCARE13151843

Proteomics

Author(s): 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
Published in: PROTEOMICS, Issue Volume25, Issue11-12, 2025, ISSN 1615-9853
Publisher: John Wiley & Sons Ltd.
DOI: 10.1002/PMIC.202400135

AI Act Compliance within the MyHealth@EU Framework: A Tutorial (Preprint)

Author(s): Monika Simjanoska Misheva, Dragan Shahpaski, Jovana Dobreva, Djansel Bukovec, Blagojche Gjorgjioski, Marjan Nikolov, Dalibor Frtunikj, Petre Lameski, Azir Aliu, Kostadin Mishev, Matjaž Gams
Published in: Journal of Medical Internet Research, 2025, ISSN 1438-8871
Publisher: JMIR Publications Inc.
DOI: 10.2196/81184