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
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13:30
Welcome
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1
Project overviewSpeaker: Alessandra Retico (Istituto Nazionale di Fisica Nucleare)
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WP1 - Methodological approaches to handle limited datasetsConveners: Andrea Chincarini (Istituto Nazionale di Fisica Nucleare), Daniel Remondini (Istituto Nazionale di Fisica Nucleare)
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2
Synthetic images generation from small datasetsSpeakers: Daniel Remondini (Istituto Nazionale di Fisica Nucleare), Lorenzo Di Meco
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3
Low-dimensional signatures from high-dimensional data: the DNetPRO algorithmSpeaker: Nico Curti
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4
How to deal the small data issue in artificial intelligence within medical image classification: a systematic reviewSpeaker: Leonardo Ubaldi (Istituto Nazionale di Fisica Nucleare)
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5
A bootstrap method to model small datasets with survival outcomeSpeaker: Elena Ballante
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2
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16:00
Coffee break
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WP2 - Explainable techniques for biomedical dataConveners: Alessandra Retico (Istituto Nazionale di Fisica Nucleare), Sabina Tangaro (Istituto Nazionale di Fisica Nucleare)
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A holistic and analytical approach to assess Trustworthy AI: Z-inspection® projectSpeaker: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)
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Effectiveness of biological inspired neural network models in learning and patterns memorizationSpeaker: Nico Curti
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18:00
Aperitivo
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13:30
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WP3 - Applications to real dataConvener: Piernicola Oliva (University of Sassari and INFN Cagliari)
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9
A python framework for classification of DBT slices through Deep Learning (WP3.T1)Speaker: Gianfranco Paternò (Istituto Nazionale di Fisica Nucleare)
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10
An explainable unified approach for mass detection and classification in DBT (WP3.T1)Speaker: Andrea Berti
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11
Use of GradCAM map for mass localization in DBT (WP3.T1)Speaker: Roberta Ricciardi (Università degli studi di Napoli “Federico II”)
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12
Super-resolution for DBT imaging (WP3.T2)Speakers: Giovanni Mettivier (Istituto Nazionale di Fisica Nucleare), Nico Curti
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9
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10:30
Coffee break
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WP3 - Applications to real dataConvener: Alessandro Lascialfari (Istituto Nazionale di Fisica Nucleare)
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13
Radiomics in prostate cancer (WP3.T3)Speaker: Maurizio Marrale (University of Palermo)
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14
Deep learning models for targeting of tc-MRgFUS for essential tremor (WP3.T4)Speaker: M Romeo
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15
Multi-algorithm approach for real-life clinical applications (WP3.T5)Speaker: Francesco Sensi
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16
Nuclear Medicine Neuroimaging Quantification (WP3.T5)Speaker: Enrico Peira (Istituto Nazionale di Fisica Nucleare)
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13
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12:40
Lunch
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WP3 - Applications to real dataConvener: Maurizio Marrale (University of Palermo)
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17
High pathological grade prediction in prostate cancer patients undergoing 18F-PSMA PET/CT using matRadiomics (WP3.T5)Speaker: Giovanni Pasini
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Correct approach to multicentric data harmonization (WP3.T6)Speaker: Piernicola Oliva (University of Sassari and INFN Cagliari)
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ML applications for MRI, ECG, and Plethysmography (WP3.T6 + WP3.T11 + WP3.T12)Speaker: Alberto Zucchetta (Istituto Nazionale di Fisica Nucleare)
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21
Track detection on CR39 for 10B cell uptake measurements (WP3.T9)Speaker: Ian Postuma (Istituto Nazionale di Fisica Nucleare)
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17
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16:05
coffee break
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WP3 - Applications to real dataConvener: Maurizio Marrale (University of Palermo)
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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)
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23
Radiomics and ML for biomarker prediction in Facioscapulohumeral dystrophy (WP3.T8)Speaker: Leonardo Barzaghi
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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)
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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
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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)
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22
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20:00
Social Dinner
Osteria il Gran Burrone, https://www.osteriailgranburrone.it/
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WP5 - Exploitation of research results and communicationConveners: Andrea Chincarini (Istituto Nazionale di Fisica Nucleare), Cinzia Talamonti (Istituto Nazionale di Fisica Nucleare), Maria Evelina Fantacci (Istituto Nazionale di Fisica Nucleare)
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The DOlab_research environmentSpeaker: Paolo Bosco (INFN - Pisa)
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Working with clinicians: the DORIAN Tech. experienceSpeaker: R Gianeri
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30
Collaboration with AIFMSpeakers: Cinzia Talamonti (Istituto Nazionale di Fisica Nucleare), Maria Evelina Fantacci (Istituto Nazionale di Fisica Nucleare)
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Regolamentare l’IA: tra etica e normativaSpeaker: G Gozzi
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10:30
coffee break
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WP4 - Computing resources and SW repository organizationConveners: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
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Update on WP4 status: available resources and SW repositorySpeaker: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)
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AI-MIGHT and computing resourcesSpeaker: Setareh Fatemi (Istituto Nazionale di Fisica Nucleare)
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Management of a software project: copyright, licensing, git platformSpeaker: Francesco Giacomini (Istituto Nazionale di Fisica Nucleare)
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35
Discussion
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12:45
Lunch
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WP4 - Computing resources and SW repository organizationConveners: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
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Hands-on: tutorial on next_AIM repositorySpeakers: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
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Discussion and Closing RemarksSpeaker: Alessandra Retico (Istituto Nazionale di Fisica Nucleare)
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