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

Informazioni relative al progetto

ChatMED

ID dell’accordo di sovvenzione: 101159214

DOI

10.3030/101159214

Data della firma CE 18 Aprile 2024

Data di avvio 1 Settembre 2024

Data di completamento 31 Agosto 2027

Finanziato da

• Widening participation and spreading excellence

Costo totale

Nessun dato

Contributo UE

€ 1 329 875,00

Coordinato da

Ss. CYRIL AND METHODIUS UNIVERSITY IN SKOPJE
North Macedonia

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Conference proceedings (15)

Testing ChatGPT’s Performance on Medical Diagnostic Tasks

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

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

Pubblicato in: AIHELATHCARE 2025, 2025, ISSN 2630-371X
Editore: 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

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

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

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

Evaluating Large Language Models for Privacy-Sensitive Healthcare Applications

Autori: Tadej Horvat; Žan Roštan; Jakob Jaš; Matjaž Gams
Pubblicato in: Information Society – IS 2025 Proceedings, Numero K, 2025, ISSN 2630-371X
Editore: Jožef Stefan Institute
DOI: 10.70314/IS.GPTZDRAVJE.5

IQ Progression of Large Language Models

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

Extraction of Knowledge Representations for Reasoning from Medical Questionnaires

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

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

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

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

Autori: Mihail Gjorgjiev, Kostadin Mishev, Monika Simjanoska Misheva
Pubblicato in: 2025
Editore: Faculty of Computer Science and Engineering, Skopje, N. Macedonia,

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

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

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

Autori: Djansel Bukovec, Blagojche Gjorgjioski, Kostadin Mishev, Monika Simjanoska Misheva
Pubblicato in: 2025
Editore: Faculty of Computer Science and Engineering, Skopje, N. Macedonia

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

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

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

Pubblicato in: AIHELATHCARE 2025, 2025
Editore: Jozef Stefan Institute
DOI: 10.70314/IS.2025.GPTZDRAVJE.4

Standards for the use of Large Language Models medical diagnosis

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

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

Pubblicato in: AIHELATHCARE 2025, 2025, ISSN 2630-371X
Editore: 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

Autori: Hristina Kocić; Torello Lotti; Tatjana Jevtović-Stoimenov; Uwe Wollina; Yan Valle; Stevo Lukić; Aleksandra Klisić
Pubblicato in: Journal of Medical Biochemistry, Numero Vol. 44, no. 4, 2025, ISSN 1452-8266
Editore: Society of Medical Biochemists of Serbia, Belgrade
DOI: 10.5937/JOMB0-56661

Brain Sciences

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

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

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

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

Autori: Jovana Dobreva, Ivana Karasmanakis, Filip Ivanisevic, Tadej Horvat, Dimitar Kitanovski, Matjaz Gams, Kostadin Mishev, Monika Simjanoska Misheva
Pubblicato in: Data in Brief, Numero 63, 2025, ISSN 2352-3409
Editore: 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

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

Proteomics

Autori: 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
Pubblicato in: PROTEOMICS, Numero Volume25, Numero11-12, 2025, ISSN 1615-9853
Editore: John Wiley & Sons Ltd.
DOI: 10.1002/PMIC.202400135

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

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