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next_AIM workshop on XAI techniques for medical data analysis

→ Europe/Rome
Bari - da giovedi: Aula Multimediale Dipartimento di Fisica.

Bari - da giovedi: Aula Multimediale Dipartimento di Fisica.

Il Worshop si svolgerà a Bari, da giovedi: Aula Multimediale Dipartimento di Fisica. Zoom link: https://cern.zoom.us/j/63330285693?pwd=MkI5S243YzNKRFZMbkR2aG9DQ3dPZz09 Meeting ID: 633 3028 5693 Passcode: 367069
  • Wednesday, 16 October
  • Thursday, 17 October
    • 09:00 → 10:45
      Session 2 - Scientific contributions by next_AIM affiliates
      • 09:15
        Explainability in COVID-19 pneumonia: Finding consistent features in a multicenter radiomic study and explaining the prediction of a multi-input deep model 15m
        Speaker: Camilla Scapicchio (INFN-Pisa)
        NEXT-AIM_Bari_Scapicchio.pdf
        NEXT-AIM_Bari_Scapicchio.pptx
      • 09:40
        Exploring the Challenges of Radiomics Signatures: A case study 15m
        Speaker: Alessandro Stefano (IBFM-CNR and INFN-LNS)
        next_AIM_LNS_eng-1.pdf
      • 10:05
        Application of PyRadiomics and TabNet for medical image analysis 15m
        Speaker: Antonio Zarrillo (Uni. of Naples and INFN)
      • 10:30
        Study of the robustness of radiomic features and of its potential impact on AI-based CAD systems 15m
        Speaker: Maria Irene Tenerani (Univ. of Pisa and INFN)
        Presentazione_BARI_Tenerani.pdf
    • 10:45 → 11:15
      Coffee break 30m
    • 11:15 → 13:25
      Session 3 - Scientific contributions by next_AIM affiliates
      • 11:15
        Combining Radiomics and Diffusion-MR to Unveil the Ageing Brain 15m
        Speaker: Agnese Robustelli Test (Univ. of Pavia and INFN)
        Ageing_brain_ART.pdf
      • 11:40
        Explainable Artificial Intelligence for sarcoma patients 15m
        Speaker: Leonardo Ubaldi (Univ. of Florence and INFN)
        Meeting_nextAIM_BARI_sarcomi.pdf
      • 12:05
        Explainable models for heterogeneous data (self-reported questionnaires) for Multiple Sclerosis 15m
        Speaker: Federica Di Antonio (INFN-Genoa)
        XAI_MS_DIANTONIO.pdf
        XAI_MS_DIANTONIO.pptx
      • 12:30
        Unraveling the network signatures of oncogenicity in virus-human protein-protein interactions 15m
        Speaker: Francesco Zambelli (Istituto Nazionale di Fisica Nucleare)
        next_AIM_Zambelli.pdf
    • 13:30 → 14:30
      Lunch break 1h
    • 14:30 → 16:15
      Session 4 - Scientific contributions by next_AIM affiliates
    • 16:15 → 16:45
      Coffee break 30m
    • 16:45 → 18:00
      Round Table - What’s new in XAI: can we go beyond the qualitative explaination? 1h 15m
      Speaker: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)
      Round Table - What’s new in XAI: can we go beyond the qualitative explaination?
  • Friday, 18 October
    • 09:00 → 09:45
      Status of computing resource usage and SW repository 2024 45m
      Speakers: Francesca Lizzi (INFN-Pisa), Ian Postuma (INFN-Pavia)
      Status_WP4.pdf
    • 09:45 → 10:30
      Discussion of tasks to be concluded by the end of 2024 45m
      Speaker: Alessandra Retico (INFN-Pisa)
    • 11:00 → 12:30
      Working group on data platforms 1h 30m
      Speakers: Camilla Scapicchio (INFN-Pisa), Piernicola Oliva (Univ. Sassari & INFN-Cagliari), Sabina Tangaro (Univ. of Bari and INFN)
    • 11:00 → 12:30
      Working group on next_AIM SW repository 1h 30m
      Speakers: Francesca Lizzi (INFN-Pisa), Ian Postuma (INFN-Pavia)
    • 11:00 → 12:30
      Working group on task completion 1h 30m
      Speakers: Alessandro Lascialfari (Univ. of Pavia and INFN), Maurizio Marrale (Univ. of Palermo and INFN), Piernicola Oliva (Univ. of Sassari and INFN-Cagliari)
    • 12:30 → 13:00
      Wrap-up and conclusions 30m
      Speaker: Alessandra Retico (INFN-Pisa)
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