All Stories

  1. Multimodal Machine Learning for Early Prediction of Metastasis in a Swedish Multicancer Cohort

    Article • JCO Clinical Cancer Informatics, April 2026, American Society of Clinical Oncology (ASCO)

    Ioanna Miliou

  2. Artificial intelligence-enabled electrocardiography to predict impending episodes of ventricular tachycardia in individuals under continuous heart rhythm monitoring

    Article • Cochrane Database of Systematic Reviews, March 2026, Wiley

    Ioanna Miliou, Panteleimon Pantelidis, Evangelos Oikonomou

  3. X4FL: Explainability for Federated Learning in ICU Mortality Prediction

    Article • November 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Ioanna Miliou

  4. Predicting Sepsis Onset with Deep Federated Learning

    Article • January 2025, Springer Science + Business Media

    Ioanna Miliou

  5. The Impact of Climate Change on the Mental Health of Populations at Disproportionate Risk of Health Impacts and Inequities: A Rapid Scoping Review of Reviews

    Article • International Journal of Environmental Research and Public Health, October 2024, MDPI AG

    Ioanna Miliou

  6. M-ClustEHR: A multimodal clustering approach for electronic health records

    Article • Artificial Intelligence in Medicine, August 2024, Elsevier

    Ioanna Miliou

  7. M-Clustehr: A Multimodal Clustering Approach for Electronic Health Records

    Article • January 2024, Elsevier

    Ioanna Miliou

  8. Counterfactual Explanations for Time Series Forecasting

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ioanna Miliou

  9. ORANGE: Opposite-label soRting for tANGent Explanations in heterogeneous spaces

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ioanna Miliou

  10. Early prediction of the risk of ICU mortality with Deep Federated Learning

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Ioanna Miliou

  11. Predicting Drug Treatment for Hospitalized Patients with Heart Failure

    Article • January 2023, Springer Science + Business Media

    Ioanna Miliou

  12. FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Ioanna Miliou

  13. Understanding peace through the world news

    Article • EPJ Data Science, January 2022, Springer Science + Business Media

    Ioanna Miliou

  14. Impact of Dimensionality on Nowcasting Seasonal Influenza with Environmental Factors

    Article • January 2022, Springer Science + Business Media

    Ioanna Miliou

  15. JUICE: JUstIfied Counterfactual Explanations

    Article • January 2022, Springer Science + Business Media

    Ioanna Miliou

  16. Predicting seasonal influenza using supermarket retail records

    Article • PLoS Computational Biology, July 2021, PLOS

    Ioanna Miliou

  17. Sentiment Nowcasting During the COVID-19 Pandemic

    Article • January 2021, Springer Science + Business Media

    Ioanna Miliou

  18. Estimating countries’ peace index through the lens of the world news as monitored by GDELT

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Ioanna Miliou

  19. Measuring objective and subjective well-being: dimensions and data sources

    Article • International Journal of Data Science and Analytics, June 2020, Springer Science + Business Media

    Ioanna Miliou

  20. A supervised approach for intra-/inter-community interaction prediction in dynamic social networks

    Article • Social Network Analysis and Mining, September 2016, Springer Science + Business Media

    Ioanna Miliou

  21. Location-Aware Tag Recommendations for Flickr

    Article • January 2014, Springer Science + Business Media

    Ioanna Miliou