Name: General Meeting next_AIM
Start: 2023-02-13T13:30:00+01:00
End: 2023-02-15T17:25:00+01:00
Location: Fondazione UNIMI, V.le Ortles 22/4, 20139 Milano

Monday, 13 February
- 13:30
  
  Welcome
- 1
  
  Project overview
  
  Speaker: Alessandra Retico (Istituto Nazionale di Fisica Nucleare)
  
  next_AIM-intro.pdf
  
  next_AIM-intro.pptx
- WP1 - Methodological approaches to handle limited datasets
  
  Conveners: Andrea Chincarini (Istituto Nazionale di Fisica Nucleare), Daniel Remondini (Istituto Nazionale di Fisica Nucleare)
  - 2
    
    Synthetic images generation from small datasets
    
    Speakers: Daniel Remondini (Istituto Nazionale di Fisica Nucleare), Lorenzo Di Meco
    
    nextAIM di meco chincarini remondini.pdf
  - 3
    
    Low-dimensional signatures from high-dimensional data: the DNetPRO algorithm
    
    Speaker: Nico Curti
    
    DNetPRO.pdf
    
    DNetPRO.pptx
  - 4
    
    How to deal the small data issue in artificial intelligence within medical image classification: a systematic review
    
    Speaker: Leonardo Ubaldi (Istituto Nazionale di Fisica Nucleare)
    
    NEXT-AIM_Review-1.pdf
  - 5
    
    A bootstrap method to model small datasets with survival outcome
    
    Speaker: Elena Ballante
    
    NextAim_pres.pdf
- 16:00
  
  Coffee break
- WP2 - Explainable techniques for biomedical data
  
  Conveners: Alessandra Retico (Istituto Nazionale di Fisica Nucleare), Sabina Tangaro (Istituto Nazionale di Fisica Nucleare)
  - 6
    
    Established XAI techniques
    
    Speaker: Alessandro Fania
    
    XAI.pdf
  - 7
    
    A holistic and analytical approach to assess Trustworthy AI: Z-inspection® project
    
    Speaker: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)
    
    A holistic and analytical approach to assess Trustworthy AI Z-inspection® project.pdf
    
    Z-Inspection
  - 8
    
    Effectiveness of biological inspired neural network models in learning and patterns memorization
    
    Speaker: Nico Curti
    
    Curti-BCM.pdf
- 18:00
  
  Aperitivo
Tuesday, 14 February
- WP3 - Applications to real data
  
  Convener: Piernicola Oliva (University of Sassari and INFN Cagliari)
  - 9
    
    A python framework for classification of DBT slices through Deep Learning (WP3.T1)
    
    Speaker: Gianfranco Paternò (Istituto Nazionale di Fisica Nucleare)
    
    nextAIM_meeting_2023_gpaterno.pdf
  - 10
    
    An explainable unified approach for mass detection and classification in DBT (WP3.T1)
    
    Speaker: Andrea Berti
    
    next_aim_milano_23_berti.pdf
    
    next_aim_milano_23_berti.pptx
  - 11
    
    Use of GradCAM map for mass localization in DBT (WP3.T1)
    
    Speaker: Roberta Ricciardi (Università degli studi di Napoli “Federico II”)
    
    Ricciardi-WP3_Milano14Febb23_RR-2.pdf
  - 12
    
    Super-resolution for DBT imaging (WP3.T2)
    
    Speakers: Giovanni Mettivier (Istituto Nazionale di Fisica Nucleare), Nico Curti
    
    Curti-MettivierSuper risoluzione.pptx
- 10:30
  
  Coffee break
- WP3 - Applications to real data
  
  Convener: Alessandro Lascialfari (Istituto Nazionale di Fisica Nucleare)
  - 13
    
    Radiomics in prostate cancer (WP3.T3)
    
    Speaker: Maurizio Marrale (University of Palermo)
    
    nextAIM-2023-WP3_T3_prostate_MRI.pdf
  - 14
    
    Deep learning models for targeting of tc-MRgFUS for essential tremor (WP3.T4)
    
    Speaker: M Romeo
    
    PRESENTAZIONE_NEXT_AIM_ROMEO.pdf
    
    PRESENTAZIONE_NEXT_AIM_ROMEO.pptx
  - 15
    
    Multi-algorithm approach for real-life clinical applications (WP3.T5)
    
    Speaker: Francesco Sensi
    
    next_AIM_14-02-2023.pdf
  - 16
    
    Nuclear Medicine Neuroimaging Quantification (WP3.T5)
    
    Speaker: Enrico Peira (Istituto Nazionale di Fisica Nucleare)
    
    next_AIM_14_02_2023_EP.pdf
- 12:40
  
  Lunch
- WP3 - Applications to real data
  
  Convener: Maurizio Marrale (University of Palermo)
  - 17
    
    High pathological grade prediction in prostate cancer patients undergoing 18F-PSMA PET/CT using matRadiomics (WP3.T5)
    
    Speaker: Giovanni Pasini
    
    Giovanni_Pasini_WP3.T7.pdf
    
    Giovanni_Pasini_WP3.T7.pptx
  - 18
    
    Correct approach to multicentric data harmonization (WP3.T6)
    
    Speaker: Piernicola Oliva (University of Sassari and INFN Cagliari)
    
    Correct approach to multicentric data harmonization.pdf
  - 19
    
    Brain Connectivity with rs-EEG (WP3.T6)
    
    Speaker: F Cuna
    
    EEG_Parkinson_AIM.pdf
  - 20
    
    ML applications for MRI, ECG, and Plethysmography (WP3.T6 + WP3.T11 + WP3.T12)
    
    Speaker: Alberto Zucchetta (Istituto Nazionale di Fisica Nucleare)
    
    230214_Zucchetta.pdf
  - 21
    
    Track detection on CR39 for 10B cell uptake measurements (WP3.T9)
    
    Speaker: Ian Postuma (Istituto Nazionale di Fisica Nucleare)
    
    Track detection on CR39 for 10B cell uptake measurements.pdf
- 16:05
  
  coffee break
- WP3 - Applications to real data
  
  Convener: Maurizio Marrale (University of Palermo)
  - 22
    
    COVID-19 severity prediction based on radiomics features obtained by exploiting the LungQuant segmentation output (WP3.T7)
    
    Speaker: Camilla Scapicchio (Istituto Nazionale di Fisica Nucleare)
    
    CamillaScapicchio_CovidPrediction.pdf
  - 23
    
    Radiomics and ML for biomarker prediction in Facioscapulohumeral dystrophy (WP3.T8)
    
    Speaker: Leonardo Barzaghi
  - 24
    
    Radiomics and ML-segmentation on lung tumor, the Blue Sky project (WP3.T8)
    
    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
  - 25
    
    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)
    
    Speaker: Luca Berta
    
    Seminario_next_AIM_Niguarda_Chapter.pdf
    
    Seminario_next_AIM_Niguarda_Chapter.pptx
  - 26
    
    Soft tissue sarcoma: transfer learning and fine-tuning for prediction of distant metastasis based on multimodal imaging (WP3.T10)
    
    Speaker: Stefano Piffer (Istituto Nazionale di Fisica Nucleare)
    
    nextAIM_Sarcomi.pdf
- 20:00
  
  Social Dinner
  
  Osteria il Gran Burrone, https://www.osteriailgranburrone.it/
Wednesday, 15 February
- 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)
  - 27
    
    The DOlab_research environment
    
    Speaker: Paolo Bosco (INFN - Pisa)
    
    next_AIM General Meeting14-02-2023_Bosco.pdf
  - 28
    
    Working with clinicians: the DORIAN Tech. experience
    
    Speaker: R Gianeri
    
    Gianeri_next_AIM General Meeting 15-02-2023 - Working with Clinicians_ the DORIAN Tech experience.pdf
  - 29
    
    R4I Deeplook
    
    Speaker: Giovanni Mettivier (Istituto Nazionale di Fisica Nucleare)
    
    DeepLook.pptx
  - 30
    
    Collaboration with AIFM
    
    Speakers: Cinzia Talamonti (Istituto Nazionale di Fisica Nucleare), Maria Evelina Fantacci (Istituto Nazionale di Fisica Nucleare)
    
    Talamonti-CT-NEXTAIM-AIFM.pptx
  - 31
    
    Regolamentare l’IA: tra etica e normativa
    
    Speaker: G Gozzi
    
    2023-02-15_Reg.Intelligenza Artificiale.pptx
- 10:30
  
  coffee break
- WP4 - Computing resources and SW repository organization
  
  Conveners: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
  - 32
    
    Update on WP4 status: available resources and SW repository
    
    Speaker: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)
    
    WP4
  - 33
    
    AI-MIGHT and computing resources
    
    Speaker: Setareh Fatemi (Istituto Nazionale di Fisica Nucleare)
    
    AI_MIGHT-NEXT_AIM-meeting.pdf
  - 34
    
    Management of a software project: copyright, licensing, git platform
    
    Speaker: Francesco Giacomini (Istituto Nazionale di Fisica Nucleare)
    
    software@infn.pdf
  - 35
    
    Discussion
- 12:45
  
  Lunch
- WP4 - Computing resources and SW repository organization
  
  Conveners: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
  - 36
    
    Hands-on: tutorial on next_AIM repository
    
    Speakers: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
    
    Tutorial_WP4
- 37
  
  Discussion and Closing Remarks
  
  Speaker: Alessandra Retico (Istituto Nazionale di Fisica Nucleare)