Name: next_AIM kickoff meeting
Start: 2022-02-17T09:00:00+01:00
End: 2022-02-18T13:30:00+01:00
Location: No location set

next_AIM kickoff meeting

from Thursday, 17 February 2022 (09:00) to Friday, 18 February 2022 (13:30)

Monday, 14 February 2022
Tuesday, 15 February 2022
Wednesday, 16 February 2022
Thursday, 17 February 2022
09:00 Welcome and project summary - Alessandra Retico (INFN PI)
Welcome and project summary
- Alessandra Retico (INFN PI)
09:00 - 09:30
09:30 Methodological approaches to handle limited datasets
Methodological approaches to handle limited datasets
09:30 - 10:15
Contributions

09:30 Challenges in handling small datasets with ML - Leonardo Ubaldi (Univ. of FI, INFN)

09:45 Synthetic generation and data augmentation - Enrico Giampieri (Univ. of BO)

10:00 Bootstrap methods for small sample modeling - Elena Ballante (Univ. of PV, INFN) Raffaella Cabini (Univ. of PV, INFN)
10:15 Explainable techniques for biomedical data
Explainable techniques for biomedical data
10:15 - 11:00
Contributions

10:15 XAI methods and their applications to images/radiomic features - Angela Lombardi (Univ. of BA, INFN)
11:00 coffee break
coffee break
11:00 - 11:30
11:30 Computing resources and SW repository organization
Computing resources and SW repository organization
11:30 - 13:30
Contributions

11:30 Computing resources in Pavia - Ian Postuma (INFN PV)

11:40 Computing resources in Pisa - Francesca Lizzi (SNS, Univ. of PI, INFN)

11:50 Computing resources @ ReCaS - Giacinto Donvito (INFN BA)

12:10 ML_INFN computing infrastructure - Daniele Spiga (INFN PG)

12:30 Open discussion
Friday, 18 February 2022
09:00 Applications to real data
Applications to real data
09:00 - 12:35
Contributions

09:00 Radiomics in Digital Breast Tomosynthesis (DBT) - Giovanni Mettivier (Univ. of NA, INFN)

09:20 Super-Resolution in DBT - Nico Curti (Univ. of BO, INFN)

09:40 Radiomics in prostate cancer - Carlo Mengucci (Univ. of BO)

10:00 Radiomics and DL in tcMRgFUS - Maurizio Marrale (Univ. of PA, INFN)

10:20 Nuclear NeuroImaging Quantification and Radiomics - Alessandro Stefano (CNR PA, INFN LNS)

10:40 Connectivity in functional MRI - Piernicola Oliva (Univ. of SS, INFN CA)

11:30 Radiomics and DL analysis of CT and patients’ data in COVID-19 - Alberto Torresin Camilla Scapicchio (Univ. of PI, INFN) Luca Berta

11:50 Radiomics and ML-segmentation on Facio-Scapulo-Humeral dystrophy (FSHD) and lung tumor - Francesca Brero (INFN PV) Raffaella Cabini (Univ. of PV, INFN)

12:05 Machine learning on Imaging data of 10B uptake tracks and dose monitoring by Compton cameras - Ian Postuma (INFN PV) Nicoletta Protti (Univ. of PV, INFN)

12:20 AI for monitoring RT response in soft-tissue sarcomas - Cinzia Talamonti (Univ. of FI, INFN) Stefano Piffer (Univ. of FI, INFN)
12:35 Exploitation of research results and communication
Exploitation of research results and communication
12:35 - 13:15
Contributions

12:35 Technology Transfer, open access publications, conferences, collaboration with AIFM and dissemination - Andrea Chincarini (INFN GE) Cinzia Talamonti (Univ. of FI, INFN) Maria Evelina Fantacci (Univ. of PI, INFN)
13:15 Discussion and closing remarks - Alessandra Retico (INFN PI)
Discussion and closing remarks
- Alessandra Retico (INFN PI)
13:15 - 13:30

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