General Meeting next_AIM
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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
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14:00
Welcome 30m
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14:00
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14:30
Project overview 30mSpeaker: Alessandra Retico (Istituto Nazionale di Fisica Nucleare)
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14:30
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16:00
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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14:30
Synthetic images generation from small datasets 20mSpeakers: Daniel Remondini (Istituto Nazionale di Fisica Nucleare), Lorenzo Di Meco
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14:50
Low-dimensional signatures from high-dimensional data: the DNetPRO algorithm 20mSpeaker: Nico Curti
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15:10
How to deal the small data issue in artificial intelligence within medical image classification: a systematic review 20mSpeaker: Leonardo Ubaldi (Istituto Nazionale di Fisica Nucleare)
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15:30
A bootstrap method to model small datasets with survival outcome 20mSpeaker: Elena Ballante
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14:30
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16:00
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16:30
Coffee break 30m
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16:30
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18:00
WP2 - Explainable techniques for biomedical dataConveners: Alessandra Retico (Istituto Nazionale di Fisica Nucleare), Sabina Tangaro (Istituto Nazionale di Fisica Nucleare)
- 16:30
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17:00
A holistic and analytical approach to assess Trustworthy AI: Z-inspection® project 30mSpeaker: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)
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17:30
Effectiveness of biological inspired neural network models in learning and patterns memorization 30mSpeaker: Nico Curti
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18:00
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20:00
Aperitivo 2h
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13:30
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14:00
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08:50
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10:30
WP3 - Applications to real dataConvener: Piernicola Oliva (University of Sassari and INFN Cagliari)
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08:50
A python framework for classification of DBT slices through Deep Learning (WP3.T1) 25mSpeaker: Gianfranco Paternò (Istituto Nazionale di Fisica Nucleare)
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09:15
An explainable unified approach for mass detection and classification in DBT (WP3.T1) 25mSpeaker: Andrea Berti
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09:40
Use of GradCAM map for mass localization in DBT (WP3.T1) 25mSpeaker: Roberta Ricciardi (Università degli studi di Napoli “Federico II”)
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10:05
Super-resolution for DBT imaging (WP3.T2) 25mSpeakers: Giovanni Mettivier (Istituto Nazionale di Fisica Nucleare), Nico Curti
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08:50
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10:30
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11:00
Coffee break 30m
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11:00
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12:40
WP3 - Applications to real dataConvener: Alessandro Lascialfari (Istituto Nazionale di Fisica Nucleare)
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11:00
Radiomics in prostate cancer (WP3.T3) 25mSpeaker: Maurizio Marrale (University of Palermo)
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11:25
Deep learning models for targeting of tc-MRgFUS for essential tremor (WP3.T4) 25mSpeaker: M Romeo
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11:50
Multi-algorithm approach for real-life clinical applications (WP3.T5) 25mSpeaker: Francesco Sensi
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12:15
Nuclear Medicine Neuroimaging Quantification (WP3.T5) 25mSpeaker: Enrico Peira (Istituto Nazionale di Fisica Nucleare)
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11:00
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12:40
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14:00
Lunch 1h 20m
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14:00
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16:05
WP3 - Applications to real dataConvener: Maurizio Marrale (University of Palermo)
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14:00
High pathological grade prediction in prostate cancer patients undergoing 18F-PSMA PET/CT using matRadiomics (WP3.T5) 25mSpeaker: Giovanni Pasini
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14:25
Correct approach to multicentric data harmonization (WP3.T6) 25mSpeaker: Piernicola Oliva (University of Sassari and INFN Cagliari)
- 14:50
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15:15
ML applications for MRI, ECG, and Plethysmography (WP3.T6 + WP3.T11 + WP3.T12) 25mSpeaker: Alberto Zucchetta (Istituto Nazionale di Fisica Nucleare)
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15:40
Track detection on CR39 for 10B cell uptake measurements (WP3.T9) 25mSpeaker: Ian Postuma (Istituto Nazionale di Fisica Nucleare)
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14:00
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16:05
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16:30
coffee break 25m
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16:30
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18:35
WP3 - Applications to real dataConvener: Maurizio Marrale (University of Palermo)
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16:30
COVID-19 severity prediction based on radiomics features obtained by exploiting the LungQuant segmentation output (WP3.T7) 25mSpeaker: Camilla Scapicchio (Istituto Nazionale di Fisica Nucleare)
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16:55
Radiomics and ML for biomarker prediction in Facioscapulohumeral dystrophy (WP3.T8) 25mSpeaker: Leonardo Barzaghi
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17:20
Radiomics and ML-segmentation on lung tumor, the Blue Sky project (WP3.T8) 25mSpeakers: 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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17:45
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) 25mSpeaker: Luca Berta
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18:10
Soft tissue sarcoma: transfer learning and fine-tuning for prediction of distant metastasis based on multimodal imaging (WP3.T10) 25mSpeaker: Stefano Piffer (Istituto Nazionale di Fisica Nucleare)
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16:30
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20:00
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22:00
Social Dinner 2h
Osteria il Gran Burrone, https://www.osteriailgranburrone.it/
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08:50
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10:30
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08:50
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10:30
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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08:50
The DOlab_research environment 20mSpeaker: Paolo Bosco (INFN - Pisa)
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09:10
Working with clinicians: the DORIAN Tech. experience 20mSpeaker: R Gianeri
- 09:30
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09:50
Collaboration with AIFM 20mSpeakers: Cinzia Talamonti (Istituto Nazionale di Fisica Nucleare), Maria Evelina Fantacci (Istituto Nazionale di Fisica Nucleare)
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10:10
Regolamentare l’IA: tra etica e normativa 20mSpeaker: G Gozzi
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08:50
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10:30
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11:00
coffee break 30m
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11:00
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12:45
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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11:00
Update on WP4 status: available resources and SW repository 30mSpeaker: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)
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11:30
AI-MIGHT and computing resources 20mSpeaker: Setareh Fatemi (Istituto Nazionale di Fisica Nucleare)
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11:50
Management of a software project: copyright, licensing, git platform 30mSpeaker: Francesco Giacomini (Istituto Nazionale di Fisica Nucleare)
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12:20
Discussion 25m
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11:00
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12:45
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14:00
Lunch 1h 15m
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14:00
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15:30
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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14:00
Hands-on: tutorial on next_AIM repository 1h 30mSpeakers: Francesca Lizzi (Istituto Nazionale di Fisica Nucleare), Ian Postuma (Istituto Nazionale di Fisica Nucleare)
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14:00
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15:30
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16:00
Discussion and Closing Remarks 30mSpeaker: Alessandra Retico (Istituto Nazionale di Fisica Nucleare)
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08:50
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10:30