Varvara Kalokyri

Medicine · Health Sciences

5h-index135citations10works5.72yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(6), AI in cancer detection(3), Artificial Intelligence in Healthcare and Education(3), Advanced X-ray and CT Imaging(3), Prostate Cancer Diagnosis and Treatment(2)

Publications10 total

AI Model Passport: Data and System Traceability Framework for Transparent AI in Health
arXiv (Cornell University)·2025Open Access
Standardizing Data and Metadata: Experiences from Three AI4HI Projects
2025
Towards Semantic Interoperability Among Heterogeneous Cancer Data Models Using a Layered Modular Hyper-Ontology
Frontiers in artificial intelligence and applications·2024· 1 citedOpen Access
Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences
Insights into Imaging·2024· 24 citedOpen Access
From Syntactic to Semantic Interoperability Using a Hyperontology in the Oncology Domain
Studies in health technology and informatics·2024Open Access
Public data homogenization for AI model development in breast cancer
European Radiology Experimental·2024· 9 citedOpen Access
AI trustworthiness in prostate cancer imaging: a look at algorithmic and system transparency<sup>*</sup>
2023· 2 citedOpen Access
Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects
European Radiology Experimental·2023· 69 citedOpen Access
Position of the AI for Health Imaging (AI4HI) network on metadata models for imaging biobanks
European Radiology Experimental·2022· 25 citedOpen Access
Data Ingestion for AI in Prostate Cancer
Studies in health technology and informatics·2022· 5 citedOpen Access

Frequent Co-authors

Manolis Tsiknakis(10), Kostas Marias(8), Haridimos Kondylakis(7), Stelios Sfakianakis(5), Nikolaos S. Tachos(5), Charalampos Kalantzopoulos(4), Daniele Regge(4), Dimitrios I. Fotiadis(4), Sara Colantonio(4), Gianna Tsakou(3), Dimitrios I. Zaridis(3), Pedro Mallol(2), Luis Martí‐Bonmatí(2), Esther Ciarrocchi(2), Lauren A. Fromont(2), Karim Lekadir(2), Leonor Cerdá-Alberich(2), Alexandra Kosvyra(2), Emanuele Neri(2), Eugenia Mylona(2)