next_AIM kickoff meeting
→
Europe/Rome
Description
Zoom link:
https://cern.zoom.us/j/9084620549?pwd=RUZydURMamRsQjFwbW50ZVNMMUE3Zz09
Meeting ID: 908 462 0549 - Passcode: 741717
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WP1: Methodological approaches to handle limited datasetsConveners: Andrea Chincarini (INFN GE), Daniel Remondini (Univ. of BO, INFN)
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Challenges in handling small datasets with MLSpeaker: Leonardo Ubaldi (Univ. of FI, INFN)
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3
Synthetic generation and data augmentationSpeaker: Enrico Giampieri (Univ. of BO)
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4
Bootstrap methods for small sample modelingSpeakers: Elena Ballante (Univ. of PV, INFN), Raffaella Cabini (Univ. of PV, INFN)
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2
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WP2: Explainable techniques for biomedical dataConveners: Alessandra Retico (INFN PI), Sabina Tangaro (Univ. of BA, INFN)
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5
XAI methods and their applications to images/radiomic featuresSpeaker: Angela Lombardi (Univ. of BA, INFN)
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5
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11:00
coffee break
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WP4: Computing resources and SW repository organizationConveners: Domenico Diacono (INFN BA), Francesca Lizzi (SNS, Univ. of PI, INFN), Ian Postuma (INFN PV)
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Computing resources in PisaSpeaker: Francesca Lizzi (SNS, Univ. of PI, INFN)
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10
Open discussion
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WP3: Applications to real dataConveners: Alessandro Lascialfari (Univ. of PV, INFN), Maurizio Marrale (Univ. of PA, INFN), Piernicola Oliva (Univ. of SS, INFN CA)
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11
Radiomics in Digital Breast Tomosynthesis (DBT)Speaker: Giovanni Mettivier (Univ. of NA, INFN)
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14
Radiomics and DL in tcMRgFUSSpeaker: Maurizio Marrale (Univ. of PA, INFN)
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15
Nuclear NeuroImaging Quantification and RadiomicsSpeaker: Alessandro Stefano (CNR PA, INFN LNS)
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16
Connectivity in functional MRISpeaker: Piernicola Oliva (Univ. of SS, INFN CA)
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11:00
Coffee break
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17
Radiomics and DL analysis of CT and patients’ data in COVID-19Speakers: Alberto Torresin, Camilla Scapicchio (Univ. of PI, INFN), Luca Berta
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18
Radiomics and ML-segmentation on Facio-Scapulo-Humeral dystrophy (FSHD) and lung tumorSpeakers: Francesca Brero (INFN PV), Raffaella Cabini (Univ. of PV, INFN)
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19
Machine learning on Imaging data of 10B uptake tracks and dose monitoring by Compton camerasSpeakers: Ian Postuma (INFN PV), Nicoletta Protti (Univ. of PV, INFN)
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20
AI for monitoring RT response in soft-tissue sarcomasSpeakers: Cinzia Talamonti (Univ. of FI, INFN), Stefano Piffer (Univ. of FI, INFN)
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11
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WP5: Exploitation of research results and communicationConveners: Andrea Chincarini (INFN GE), Cinzia Talamonti (Univ. of FI, INFN), Maria Evelina Fantacci (Univ. of PI, INFN)
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21
Technology Transfer, open access publications, conferences, collaboration with AIFM and disseminationSpeakers: Andrea Chincarini (INFN GE), Cinzia Talamonti (Univ. of FI, INFN), Maria Evelina Fantacci (Univ. of PI, INFN)
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21
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22
Discussion and closing remarksSpeaker: Alessandra Retico (INFN PI)
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