General Meeting next_AIM

Europe/Rome
Fondazione UNIMI, V.le Ortles 22/4, 20139 Milano

Fondazione UNIMI, V.le Ortles 22/4, 20139 Milano

Description

Link zoom: https://fisica-unimi.zoom.us/my/aula.birattari?pwd=OVdycW9tTThEZlhTak5JK3JDLzR6dz09 

    • 1:30 PM 2:00 PM
      Welcome 30m
    • 2:00 PM 2:30 PM
      Project overview 30m
      Speaker: Alessandra Retico (Istituto Nazionale di Fisica Nucleare)
    • 2:30 PM 4:00 PM
      WP1 - Methodological approaches to handle limited datasets
      Conveners: Andrea Chincarini (Istituto Nazionale di Fisica Nucleare), Daniel Remondini (Istituto Nazionale di Fisica Nucleare)
      • 2:30 PM
        Synthetic images generation from small datasets 20m
        Speakers: Daniel Remondini (Istituto Nazionale di Fisica Nucleare), Lorenzo Di Meco
      • 2:50 PM
        Low-dimensional signatures from high-dimensional data: the DNetPRO algorithm 20m
        Speaker: Nico Curti
      • 3:10 PM
        How to deal the small data issue in artificial intelligence within medical image classification: a systematic review 20m
        Speaker: Leonardo Ubaldi (Istituto Nazionale di Fisica Nucleare)
      • 3:30 PM
        A bootstrap method to model small datasets with survival outcome 20m
        Speaker: Elena Ballante
    • 4:00 PM 4:30 PM
      Coffee break 30m
    • 4:30 PM 6:00 PM
      WP2 - Explainable techniques for biomedical data
      Conveners: Alessandra Retico (Istituto Nazionale di Fisica Nucleare), Sabina Tangaro (Istituto Nazionale di Fisica Nucleare)
    • 6:00 PM 8:00 PM
      Aperitivo 2h
    • 8:50 AM 10:30 AM
      WP3 - Applications to real data
      Convener: Piernicola Oliva (University of Sassari and INFN Cagliari)
    • 10:30 AM 11:00 AM
      Coffee break 30m
    • 11:00 AM 12:40 PM
      WP3 - Applications to real data
      Convener: Alessandro Lascialfari (Istituto Nazionale di Fisica Nucleare)
    • 12:40 PM 2:00 PM
      Lunch 1h 20m
    • 2:00 PM 4:05 PM
      WP3 - Applications to real data
      Convener: Maurizio Marrale (University of Palermo)
    • 4:05 PM 4:30 PM
      coffee break 25m
    • 4:30 PM 6:35 PM
      WP3 - Applications to real data
      Convener: Maurizio Marrale (University of Palermo)
      • 4:30 PM
        COVID-19 severity prediction based on radiomics features obtained by exploiting the LungQuant segmentation output (WP3.T7) 25m
        Speaker: Camilla Scapicchio (Istituto Nazionale di Fisica Nucleare)
      • 4:55 PM
        Radiomics and ML for biomarker prediction in Facioscapulohumeral dystrophy (WP3.T8) 25m
        Speaker: Leonardo Barzaghi
      • 5:20 PM
        Radiomics and ML-segmentation on lung tumor, the Blue Sky project (WP3.T8) 25m
        Speakers: Francesca Brero (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare), Raffaella Cabini (Istituto Nazionale di Fisica Nucleare)
      • 5:45 PM
        A software for extracting quantitative metrics and radiomic features in CT images of the lung: development of a practical tool and clinical applications (WP3.T8) 25m
        Speaker: Luca Berta
      • 6:10 PM
        Soft tissue sarcoma: transfer learning and fine-tuning for prediction of distant metastasis based on multimodal imaging (WP3.T10) 25m
        Speaker: Stefano Piffer (Istituto Nazionale di Fisica Nucleare)
    • 8:00 PM 10:00 PM
      Social Dinner 2h

      Osteria il Gran Burrone, https://www.osteriailgranburrone.it/

    • 8:50 AM 10:30 AM
      WP5 - Exploitation of research results and communication
      Conveners: Andrea Chincarini (Istituto Nazionale di Fisica Nucleare), Cinzia Talamonti (Istituto Nazionale di Fisica Nucleare), Maria Evelina Fantacci (Istituto Nazionale di Fisica Nucleare)
    • 10:30 AM 11:00 AM
      coffee break 30m
    • 11:00 AM 12:45 PM
      WP4 - Computing resources and SW repository organization
      Conveners: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
      • 11:00 AM
        Update on WP4 status: available resources and SW repository 30m
        Speaker: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)
        WP4
      • 11:30 AM
        AI-MIGHT and computing resources 20m
        Speaker: Setareh Fatemi (Istituto Nazionale di Fisica Nucleare)
      • 11:50 AM
        Management of a software project: copyright, licensing, git platform 30m
        Speaker: Francesco Giacomini (Istituto Nazionale di Fisica Nucleare)
      • 12:20 PM
        Discussion 25m
    • 12:45 PM 2:00 PM
      Lunch 1h 15m
    • 2:00 PM 3:30 PM
      WP4 - Computing resources and SW repository organization
      Conveners: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
      • 2:00 PM
        Hands-on: tutorial on next_AIM repository 1h 30m
        Speakers: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
    • 3:30 PM 4:00 PM
      Discussion and Closing Remarks 30m
      Speaker: Alessandra Retico (Istituto Nazionale di Fisica Nucleare)