Stelios Sfakianakis

Foundation for Research and Technology Hellas — Greece

Decision Sciences · Social Sciences

21h-index1.0kcitations92works5.22yr avg
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Research Topics

Scientific Computing and Data Management(23), Semantic Web and Ontologies(20), Gene expression and cancer classification(18), Distributed and Parallel Computing Systems(15), Bioinformatics and Genomic Networks(14)

Publications92 total

AI Model Passport: Data and System Traceability Framework for Transparent AI in Health
arXiv (Cornell University)·2025Open Access
The Necessity of Harmonized Quality Data in Medical Repositories. Challenges and Best Practices in Cancer Imaging Data Pre-validation
2025
Standardizing Data and Metadata: Experiences from Three AI4HI Projects
2025
AI Model Passport: Data and system traceability framework for transparent AI in health
Computational and Structural Biotechnology Journal·2025· 2 citedOpen Access
Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences
Insights into Imaging·2024· 24 citedOpen Access
Data preparation for artificial intelligence in medical imaging: Experiences from the ProCAncer-I initiative
2023· 1 cited
CARDIOCARE platform: A beyond the state of the art approach for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity<sup>*</sup>
2023
MI-Common Data Model: Extending Observational Medical Outcomes Partnership-Common Data Model (OMOP-CDM) for Registering Medical Imaging Metadata and Subsequent Curation Processes
JCO Clinical Cancer Informatics·2023· 15 citedOpen Access
CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity
2023Open Access
Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects
European Radiology Experimental·2023· 69 citedOpen Access
Synergies of Radiomics and Transcriptomics in Lung Cancer Diagnosis: A Pilot Study
Diagnostics·2023· 8 citedOpen Access
Building a system for advancing clinico-genomic trials on cancer
2022· 2 citedOpen Access
Data Ingestion for AI in Prostate Cancer
Studies in health technology and informatics·2022· 5 citedOpen Access
D6.2 - Preliminary conclusions about Federated Learning applied to clinical data
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
PANACEA resilient and secure toolkit for healthcare infrastructures
2021 43rd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)·2021· 2 cited
Emerging and Established Trends to Support Secure Health Information Exchange
Frontiers in Digital Health·2021· 32 citedOpen Access
Pancreatic Cancer and Its Correlation with Embryogenesis: Identification of Biomolecular Markers Using Machine Learning Methods
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2020
Cyber-attacks and threats for healthcare – a multi-layer thread analysis
2020· 35 cited
Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation
Machine Vision and Applications·2020· 34 cited
CXCR4 and JUNB double-positive disseminated tumor cells are detected frequently in breast cancer patients at primary diagnosis
Therapeutic Advances in Medical Oncology·2020· 15 citedOpen Access
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Frequent Co-authors

Manolis Tsiknakis(26), Kostas Marias(14), Norbert Graf(9), Vangelis Sakkalis(9), Dimitrios G. Katehakis(7), Emmanouil G. Spanakis(7), Ekaterini S. Bei(6), Michalis Zervakis(6), Stefan Rüping(6), Haridimos Kondylakis(5), Lefteris Koumakis(5), Dimitris Kafetzopoulos(5), Stelios C. Orphanoudakis(5), Marios Spanakis(4), Nikolaos S. Tachos(4), Dennis Wegener(4), Thierry Sengstag(4), Varvara Kalokyri(3), George Potamias(3), Georgios Kavlentakis(3)