Publications

2025

  1. bascule.png
    BASCULE: bayesian inference and clustering of mutational signatures leveraging biological priors
    Elena Buscaroli, Azad Sadr, Riccardo Bergamin, Salvatore Milite, Edith Natalia Villegas Garcia, Arianna Tasciotti, Alessio Ansuini, Daniele Ramazzotti, Nicola Calonaci, and Giulio Caravagna
    Genome Biology, 2025
    DOI Code
  2. sae_protein.png
    Interpreting and steering protein language models through sparse autoencoders
    Edith Natalia Villegas Garcia and Alessio Ansuini
    ICLR - Learning Meaningful Representations of Life Workshop, 2025
    arXiv

2024

  1. dpcfam.webp
    Protein family annotation for the Unified Human Gastrointestinal Proteome by DPCfam clustering
    Federico Barone, Elena Tea Russo, Edith Natalia Villegas Garcia, Marco Punta, Stefano Cozzini, Alessio Ansuini, and Alberto Cazzaniga
    Scientific Data, 2024
    DOI Website

2022

  1. fetaldose.png
    Fetal dose estimation for Virtual Tangential-fields Arc Therapy whole breast irradiation by optically stimulated luminescence dosimeters
    F Dusi, F Guida, EN Villegas Garcia, MA Rosato, A Germani, S Sapignoli, A Scaggion, A Scott, A Zorz, and M Paiusco
    Physica Medica, 2022
    DOI
  2. bcll.png
    An Unsupervised Machine Learning Method Stratifies Chronic Lymphocytic Leukemia Patients in Novel Categories with Different Risk of Early Treatment
    Francesca Cuturello, Federico Pozzo, Edith Natalia Villegas Garcia, Francesca Maria Rossi, Massimo Degan, Paola Nanni, Ilaria Cattarossi, Eva Zaina, Paola Varaschin, Alessandra Braida, and al.
    Blood, 2022
    DOI Website