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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 

  • Monday, 13 February
    • 13:30 → 14:00
      Welcome 30m
    • 14:00 → 14:30
      Project overview 30m
      Speaker: Alessandra Retico (Istituto Nazionale di Fisica Nucleare)
      next_AIM-intro.pdf
      next_AIM-intro.pptx
    • 14:30 → 16:00
      WP1 - Methodological approaches to handle limited datasets
      Conveners: Andrea Chincarini (Istituto Nazionale di Fisica Nucleare), Daniel Remondini (Istituto Nazionale di Fisica Nucleare)
      • 14:30
        Synthetic images generation from small datasets 20m
        Speakers: Daniel Remondini (Istituto Nazionale di Fisica Nucleare), Lorenzo Di Meco
        nextAIM di meco chincarini remondini.pdf
      • 14:50
        Low-dimensional signatures from high-dimensional data: the DNetPRO algorithm 20m
        Speaker: Nico Curti
        DNetPRO.pdf
        DNetPRO.pptx
      • 15:10
        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)
        NEXT-AIM_Review-1.pdf
      • 15:30
        A bootstrap method to model small datasets with survival outcome 20m
        Speaker: Elena Ballante
        NextAim_pres.pdf
    • 16:00 → 16:30
      Coffee break 30m
    • 16:30 → 18:00
      WP2 - Explainable techniques for biomedical data
      Conveners: Alessandra Retico (Istituto Nazionale di Fisica Nucleare), Sabina Tangaro (Istituto Nazionale di Fisica Nucleare)
    • 18:00 → 20:00
      Aperitivo 2h
  • Tuesday, 14 February
    • 08:50 → 10:30
      WP3 - Applications to real data
      Convener: Piernicola Oliva (University of Sassari and INFN Cagliari)
    • 10:30 → 11:00
      Coffee break 30m
    • 11:00 → 12:40
      WP3 - Applications to real data
      Convener: Alessandro Lascialfari (Istituto Nazionale di Fisica Nucleare)
    • 12:40 → 14:00
      Lunch 1h 20m
    • 14:00 → 16:05
      WP3 - Applications to real data
      Convener: Maurizio Marrale (University of Palermo)
    • 16:05 → 16:30
      coffee break 25m
    • 16:30 → 18:35
      WP3 - Applications to real data
      Convener: Maurizio Marrale (University of Palermo)
      • 16:30
        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)
        CamillaScapicchio_CovidPrediction.pdf
      • 16:55
        Radiomics and ML for biomarker prediction in Facioscapulohumeral dystrophy (WP3.T8) 25m
        Speaker: Leonardo Barzaghi
      • 17:20
        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)
        Brero-Cabini-Postuma_next_AIM2023.pdf
      • 17:45
        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
        Seminario_next_AIM_Niguarda_Chapter.pdf
        Seminario_next_AIM_Niguarda_Chapter.pptx
      • 18:10
        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)
        nextAIM_Sarcomi.pdf
    • 20:00 → 22:00
      Social Dinner 2h

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

  • Wednesday, 15 February
    • 08:50 → 10:30
      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 → 11:00
      coffee break 30m
    • 11:00 → 12:45
      WP4 - Computing resources and SW repository organization
      Conveners: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
      • 11:00
        Update on WP4 status: available resources and SW repository 30m
        Speaker: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)
        WP4
      • 11:30
        AI-MIGHT and computing resources 20m
        Speaker: Setareh Fatemi (Istituto Nazionale di Fisica Nucleare)
        AI_MIGHT-NEXT_AIM-meeting.pdf
      • 11:50
        Management of a software project: copyright, licensing, git platform 30m
        Speaker: Francesco Giacomini (Istituto Nazionale di Fisica Nucleare)
        software@infn.pdf
      • 12:20
        Discussion 25m
    • 12:45 → 14:00
      Lunch 1h 15m
    • 14:00 → 15:30
      WP4 - Computing resources and SW repository organization
      Conveners: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
      • 14:00
        Hands-on: tutorial on next_AIM repository 1h 30m
        Speakers: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
        Tutorial_WP4
    • 15:30 → 16:00
      Discussion and Closing Remarks 30m
      Speaker: Alessandra Retico (Istituto Nazionale di Fisica Nucleare)
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