Giulia Capitoli

Conferences

Invited Talks

  • Satellite workshop to ISBA word meeting, University of Svizzera italiana (USI), Lugano, Switzerland, 25-28 June 2024. Talk: Advances in Bayesian clustering methods for biomedical applications
  • SIS 2024 – The 52nd Scientific Meeting of the Italian Statistical Society, University of Bari Aldo Moro, Bari, Italy, 17-20 June 2024. Talk: Bayesian Biclustering on a Renal Cell Carcinoma Tissue Section
  • Biomarcatori sfide e opportunità nell’ambito clinico, University of Udine, Udine, Italy, 6-7 June 2024.Talk: Detection of latent patterns in proteomic data using spatial clustering algorithms
  • 2024 Milan Meeting on Next Generation Sequencing, University of Milan-Bicocca, Milano, Italy, 17 April 2024.Talk: Spatially informed co-clustering algorithm to highlight latent patterns in mass spectrometry imaging data.
  • 16th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2023), Berlin, Germany, 16-18 December 2023. Talk: Latent space models for the hierarchical clustering of complex data in precision medicine.
  • IBIG Forum, Bayer, Milano, Italy, 9-11 October 2023. Talk: Fuzzy sets in probability trees: a novel interpretable AI decision making model.
  • Satellite event to the first IMS International Conference on Statistics and Data Science – Medical Statistics and Data Science, Padova, Italy, 12 December 2022. Talk: Artificial intelligence and statistical techniques combined with spatial proteomics to overcome challenges in diagnostic, with application to thyroid cancer.
  • Workshop in collaboration with Regione Lombardia, Project: NephropaThy, Milano, Italy, 20 May 2022. Talk: Analisi statistica dei dati di proteomica: problemi e possibili nuove soluzioni.

Oral Presentation

  • XVIII ItPA, HPS and SEPA International Congress – Proteomics and metabolomics for Public Health, Roma, Italy, 27-29 November 2024. Talk: Enhancing Diagnostic Precision in Thyroid Nodules: A Large Institutional Experience with Spatial Proteomics.
  • X Congresso Nazionale della Società Italiana di Statistica Medica ed Epidemiologia Clinica (SISMEC 2019), Modena, Italy, 19-20 September 2024. Talk: Bivariate copula models in the presence of complex patterns for the surrogate endpoint for a survival true endpoint.
  • BBCC2023 Bioinformatics and Computational Biology Conference, Naples, Italy, 4-7 December 2023. Talk: Fuzzy Probability Trees: a novel Interpretable AI model.
  • 44th Annual Conference of the International Society for Clinical Biostatistics, Milano, Italy, 27-30 August 2023.
    • Talk 1: Fuzzy sets in probability trees: a novel interpretable ai decision making model.
    • Talk 2: Co-Clustering Matrix Trifactorization: Spatial And Features Constraints.
  • SIS 2023 – Statistical Learning, Sustainability and Impact Evaluation, Ancona, Italy, 21-23 June 2023. Talk: Detecting latent spatial patterns in mass spectrometry brain imaging data via Bayesian mixtures.
  • XVI ItPA, HPS and SEPA International Congress – Proteomics and metabolomics for Public Health, Bolzano, 31 August-2 September 2022. Talk: Artificial intelligence techniques combined to spatial proteomics to overcome challenges in the characterization of thyroid lesions.
  • 13° IBS Italian Region Conference, 20-29 September 2021, Virtual. Talk: Validation of a highly skewed continuous surrogate for a time to event endpoint.
  • OurCon2021, International Mass Spectrometry Imaging Conference, Virtual, October 11-14 2021. Talk: Application of MALDI-MSI to thyroid needle-washes: a large institutional experience.
  • Msacl 2021, VII European Congress, 31 August – 3 September 2021, Virtual. Talk: MALDI-MSI as complementary tool in the characterization of thyroid nodules: classification and neural networks models for the discriminat of cellular sub-types.
  • MASSA 2020, 1 September 2020, Virtual. Talk: Characterisation of the pre-processing in MALDI-MSI mass spectra analysis to build sensitive classification models for therapy assessment in thyroid cancer.
  • XXIX International Biometric Conference IBS, 8-13 July 2018, Barcelona, Spain. Talk: Methods for the validation of a highly skewed continuous surrogate endpoint for a time to event endpoint.

Poster

  • XVIII ItPA, HPS and SEPA International Congress – Proteomics and metabolomics for Public Health, Roma, Italy, 27-29 November 2024. Poster: A User-Friendly Online Tool for Multi-Omic Clustering Model in Mass Spectrometry
  • 23rd Human Proteome Organization World Congress (HUPO), Dresden, Germany, 20-24 October 2024. Poster: Enhancing Biomolecule Detection with a Multi-Omic Co-Clustering Model in Mass Spectrometry: Incorporating Additional Spatial Constraints for Detecting Latent Patterns in Imaging
  • BBCC2023 Bioinformatics and Computational Biology Conference, Naples, Italy, 4-7 December 2023. Poster: Co-clustering matrix tri-factorization with spatial constraints to detect latent patterns in mass spectrometry imaging.
  • XVII ItPA, HPS and SEPA International Congress – Proteomics and Metabolomics towards Global Health, Roma, Italy, 29 November – 1 December 2023.
    • Poster 1: Improving clustering methods with spatial multi-omics information to detect hidden patterns in mass spectrometry imaging data
    • Poster 2: Biomarkers discovery through multivariate statistical methods to face clinical issues concerning thyroid tumour variants classification
  • 44th Annual Conference of the International Society for Clinical Biostatistics, Milano, Italy, 27-30 August 2023.
    • Poster 1: Bivariate copula for left and right censoring: validation of a complex surrogate for a time-to-event endpoint
    • Poster 2: Image segmentation via bayesian mixtures to detect latent spatial patterns in mass spectrometry imaging
  • Bernoulli workshop on Statistical Network Science on Sparse Inference for Complex Networks, Lugano, Switzerland, 26-27 June 2023. Poster: Latent Space models to detect complex patterns in mass spectrometry imaging of thyroid nodules.
  • XVI ItPA, HPS and SEPA International Congress – Proteomics and metabolomics for Public Health, Bolzano, 31 August-2 September 2022. Poster: A Fuzzy Investigation into Similarity Measures for Simulated and Real MALDI-MSI Thyroid Spectra.
  • VIII MS J-Day, I giovani e la spettrometria di massa, 9 July 2020, Virtual. Poster: Insight the statistical workflow for MALDI-MSI data analysis.
  • COSTNET Networking Biostatistics meeting 12-13 April 2018, Ospedale San Raffaele Milano. Poster: Development of new methods for the validation of non standard distributions for the surrogate endpoint for a time to event endpoint.