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

General Meeting next_AIM

from Monday 13 February 2023 (13:30) to Wednesday 15 February 2023 (17:25)

Monday 13 February 2023

13:30 Welcome
Welcome
13:30 - 14:00
14:00 Project overview - Alessandra Retico (Istituto Nazionale di Fisica Nucleare)
Project overview
- Alessandra Retico (Istituto Nazionale di Fisica Nucleare)
14:00 - 14:30
14:30 WP1 - Methodological approaches to handle limited datasets
WP1 - Methodological approaches to handle limited datasets
14:30 - 16:00
Contributions

14:30 Synthetic images generation from small datasets - Daniel Remondini (Istituto Nazionale di Fisica Nucleare) Lorenzo Di Meco

14:50 Low-dimensional signatures from high-dimensional data: the DNetPRO algorithm - Nico Curti

15:10 How to deal the small data issue in artificial intelligence within medical image classification: a systematic review - Leonardo Ubaldi (Istituto Nazionale di Fisica Nucleare)

15:30 A bootstrap method to model small datasets with survival outcome - Elena Ballante
16:00 Coffee break
Coffee break
16:00 - 16:30
16:30
16:30 - 18:00
Contributions

16:30 Established XAI techniques - Alessandro Fania

17:00 A holistic and analytical approach to assess Trustworthy AI: Z-inspection® project - Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)

17:30 Effectiveness of biological inspired neural network models in learning and patterns memorization - Nico Curti
18:00 Aperitivo
Aperitivo
18:00 - 20:00
Tuesday 14 February 2023
08:50
08:50 - 10:30
Contributions

08:50 A python framework for classification of DBT slices through Deep Learning (WP3.T1) - Gianfranco Paternò (Istituto Nazionale di Fisica Nucleare)

09:15 An explainable unified approach for mass detection and classification in DBT (WP3.T1) - Andrea Berti

09:40 Use of GradCAM map for mass localization in DBT (WP3.T1) - Roberta Ricciardi (Università degli studi di Napoli “Federico II”)

10:05 Super-resolution for DBT imaging (WP3.T2) - Giovanni Mettivier (Istituto Nazionale di Fisica Nucleare) Nico Curti
10:30 Coffee break
Coffee break
10:30 - 11:00
11:00
11:00 - 12:40
Contributions

11:00 Radiomics in prostate cancer (WP3.T3) - Maurizio Marrale (University of Palermo)

11:25 Deep learning models for targeting of tc-MRgFUS for essential tremor (WP3.T4) - M Romeo

11:50 Multi-algorithm approach for real-life clinical applications (WP3.T5) - Francesco Sensi

12:15 Nuclear Medicine Neuroimaging Quantification (WP3.T5) - Enrico Peira (Istituto Nazionale di Fisica Nucleare)
12:40 Lunch
Lunch
12:40 - 14:00
14:00 WP3 - Applications to real data
WP3 - Applications to real data
14:00 - 16:05
Contributions

14:00 High pathological grade prediction in prostate cancer patients undergoing 18F-PSMA PET/CT using matRadiomics (WP3.T5) - Giovanni Pasini

14:25 Correct approach to multicentric data harmonization (WP3.T6) - Piernicola Oliva (University of Sassari and INFN Cagliari)

14:50 Brain Connectivity with rs-EEG (WP3.T6) - F Cuna

15:15 ML applications for MRI, ECG, and Plethysmography (WP3.T6 + WP3.T11 + WP3.T12) - Alberto Zucchetta (Istituto Nazionale di Fisica Nucleare)

15:40 Track detection on CR39 for 10B cell uptake measurements (WP3.T9) - Ian Postuma (Istituto Nazionale di Fisica Nucleare)
16:05 coffee break
coffee break
16:05 - 16:30
16:30
16:30 - 18:35
Contributions

16:30 COVID-19 severity prediction based on radiomics features obtained by exploiting the LungQuant segmentation output (WP3.T7) - Camilla Scapicchio (Istituto Nazionale di Fisica Nucleare)

16:55 Radiomics and ML for biomarker prediction in Facioscapulohumeral dystrophy (WP3.T8) - Leonardo Barzaghi

17:20 Radiomics and ML-segmentation on lung tumor, the Blue Sky project (WP3.T8) - Francesca Brero (Istituto Nazionale di Fisica Nucleare) Ian Postuma (Istituto Nazionale di Fisica Nucleare) Raffaella Cabini (Istituto Nazionale di Fisica Nucleare)

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) - Luca Berta

18:10 Soft tissue sarcoma: transfer learning and fine-tuning for prediction of distant metastasis based on multimodal imaging (WP3.T10) - Stefano Piffer (Istituto Nazionale di Fisica Nucleare)
20:00 Social Dinner
Social Dinner
20:00 - 22:00
Wednesday 15 February 2023
08:50
08:50 - 10:30
Contributions

08:50 The DOlab_research environment - Paolo Bosco (INFN - Pisa)

09:10 Working with clinicians: the DORIAN Tech. experience - R Gianeri

09:30 R4I Deeplook - Giovanni Mettivier (Istituto Nazionale di Fisica Nucleare)

09:50 Collaboration with AIFM - Cinzia Talamonti (Istituto Nazionale di Fisica Nucleare) Maria Evelina Fantacci (Istituto Nazionale di Fisica Nucleare)

10:10 Regolamentare l’IA: tra etica e normativa - G Gozzi
10:30 coffee break
coffee break
10:30 - 11:00
11:00
11:00 - 12:45
Contributions

11:00 Update on WP4 status: available resources and SW repository - Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)

11:30 AI-MIGHT and computing resources - Setareh Fatemi (Istituto Nazionale di Fisica Nucleare)

11:50 Management of a software project: copyright, licensing, git platform - Francesco Giacomini (Istituto Nazionale di Fisica Nucleare)

12:20 Discussion
12:45 Lunch
Lunch
12:45 - 14:00
14:00
14:00 - 15:30
Contributions

14:00 Hands-on: tutorial on next_AIM repository - Francesca Lizzi (Istituto Nazionale di Fisica Nucleare) Ian Postuma (Istituto Nazionale di Fisica Nucleare)
15:30 Discussion and Closing Remarks - Alessandra Retico (Istituto Nazionale di Fisica Nucleare)
Discussion and Closing Remarks
- Alessandra Retico (Istituto Nazionale di Fisica Nucleare)
15:30 - 16:00

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