Dr Arianna Dagliati

Research Fellow

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Publications

  1. 2019
  2. Published

    Inferring temporal phenotypes with topological data analysis and pseudo time-series

    Dagliati, A., Geifman, N., Peek, N., Holmes, J. H., Sacchi, L., Sajjadi, S. E. & Tucker, A., 2019, Artificial Intelligence in Medicine - 17th Conference on Artificial Intelligence in Medicine, AIME 2019, Proceedings. Wilk, S., ten Teije, A. & Riaño, D. (eds.). Springer Nature, p. 399-409 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11526 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  3. 2018
  4. Published

    A dashboard-based system for supporting diabetes care

    Dagliati, A., Sacchi, L., Tibollo, V., Cogni, G., Teliti, M., Martinez-Millana, A., Traver, V., Segagni, D., Posada, J., Ottaviano, M., Fico, G., Arredondo, M. T., De Cata, P., Chiovato, L. & Bellazzi, R., 1 May 2018, In : Journal of the American Medical Informatics Association. 25, 5, p. 538-547

    Research output: Contribution to journalArticle

  5. Published

    Machine Learning Methods to Predict Diabetes Complications

    Dagliati, A., Marini, S., Sacchi, L., Cogni, G., Teliti, M., Tibollo, V., De Cata, P., Chiovato, L. & Bellazzi, R., 1 Mar 2018, In : Journal of Diabetes Science and Technology. 12, 2, p. 295-302 8 p.

    Research output: Contribution to journalArticle

  6. Published

    Careflow Mining Techniques to Explore Type 2 Diabetes Evolution

    Dagliati, A., Tibollo, V., Cogni, G., Chiovato, L., Bellazzi, R. & Sacchi, L., 2018, In : Journal of Diabetes Science and Technology.

    Research output: Contribution to journalArticle

  7. Published

    Incorporating Repeating Temporal Association Rules in Naïve Bayes Classifiers for Coronary Heart Disease Diagnosis

    Orphanou, K., Dagliati, A., Sacchi, L., Stassopoulou, A., Keravnou, E. & Bellazzi, R., 2018, In : Journal of Biomedical Informatics.

    Research output: Contribution to journalArticle

  8. Published

    Risk factors for the development of micro-vascular complications of type 2 diabetes in a single-centre cohort of patients

    Teliti, M., Cogni, G., Sacchi, L., Dagliati, A., Marini, S., Tibollo, V., De Cata, P., Bellazzi, R. & Chiovato, L., 2018, In : Diabetes and Vascular Disease Research. p. 147916411878080

    Research output: Contribution to journalArticle

  9. 2017
  10. Published

    Temporal electronic phenotyping by mining careflows of breast cancer patients

    Dagliati, A., Sacchi, L., Zambelli, A., Tibollo, V., Pavesi, L., Holmes, J. H. & Bellazzi, R., 1 Feb 2017, In : Journal of Biomedical Informatics. 66, p. 136-147 12 p.

    Research output: Contribution to journalArticle

  11. Published

    pMineR: An innovative R library for performing process mining in medicine

    Gatta, R., Lenkowicz, J., Vallati, M., Rojas, E., Damiani, A., Sacchi, L., De Bari, B., Dagliati, A., Fernandez-Llatas, C., Montesi, M., Marchetti, A., Castellano, M. & Valentini, V., 1 Jan 2017, Artificial Intelligence in Medicine - 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Proceedings. [surname]ten Teije, A., Popow, C., Sacchi, L. & Holmes, J. H. (eds.). Springer Nature, p. 351-355 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10259 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  12. 2016
  13. Published

    Hierarchical Bayesian Logistic Regression to forecast metabolic control in type 2 DM patients

    Dagliati, A., Malovini, A., Decata, P., Cogni, G., Teliti, M., Sacchi, L., Cerra, C., Chiovato, L. & Bellazzi, R., 1 Jan 2016, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2016, p. 470-479 10 p.

    Research output: Contribution to journalArticle

  14. Published

    Learning T2D evolving complexity from EMR and administrative data by means of Continuous time Bayesian networks

    Marini, S., Dagliati, A., Sacchi, L. & Bellazzi, R., 1 Jan 2016, HEALTHINF 2016 - 9th International Conference on Health Informatics, Proceedings; Part of 9th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2016. Azhari, H., Ali, H., Fred, A., Gilbert, J., Ruiz, C., Sliwa, J., Quintao, C. & Gamboa, H. (eds.). Science and Technology Publications Lda, p. 338-344 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Research output: Contribution to journalArticle