Name: Annual meeting January 2020
Start: 2020-02-03T09:30:00+01:00
End: 2020-02-03T17:10:00+01:00
Location: Pisa

Annual meeting January 2020

Monday, 3 February 2020 - 09:30

Monday, 3 February 2020
09:30 Welcome and project summary - Alessandra Retico (PI)
Welcome and project summary
- Alessandra Retico (PI)
09:30 - 09:45
Room: Galileo Galilei (131)
09:45
09:45 - 10:45
Room: Galileo Galilei (131)
Contributions

09:45 Uncovering the causes of site signature in MRI features of multicenter data - Paolo Bosco (INFN - Pisa)

10:00 An attempt to account for site effects in multicenter MRI data analysis with ML - Francesco Laruina (P)

10:15 Data harmonization in mammography: the tissue equivalent representation - Piernicola Oliva (University of Sassari and INFN Cagliari)

10:30 Quality, harmonization and parcellation - Nicola Alchera (Istituto Nazionale di Fisica Nucleare)
10:45
10:45 - 12:45
Room: Galileo Galilei (131)
Contributions

10:45 Status of the DORIAN initiative - Francesco Sensi (Istituto Nazionale di Fisica Nucleare)

11:30 Update on amyloid PET: quantification, classification and clinics - Enrico Peira (Istituto Nazionale di Fisica Nucleare)

11:45 BYRON: a Deep Learning library for advanced Machine Learning - Nico Curti

12:00 Deep Learning implementation of MRF data reconstruction - Luca Peretti

12:15 Advancements in QSM data analysis - Claudia Testa
12:30
12:30 - 15:00
Room: Galileo Galilei (131)
Contributions

12:30 Collection of the dataset for Radiomic and Dosiomic analysis in RT - Stefano Piffer (Istituto Nazionale di Fisica Nucleare)

12:45 Preliminary classification results on data from Lung RT - Maurizio Marrale (CT)

13:00 Challenges in ML analysis implementation on RT data - Leonardo Ubaldi (Istituto Nazionale di Fisica Nucleare)

13:15 Update on predictive models for CESM data - Sabina Tangaro (BA)

14:15 Thalamic parcellation through probabilistic tractography for tcMRgFUS treatments. Preliminary results of fMRI analyses on TcMRgFUS patients - Daniel Remondini (Istituto Nazionale di Fisica Nucleare) Giorgio Collura (CT) Maurizio Marrale (CT)

14:30 CHIMERA: a network of networks in medicine - Daniel Remondini (Istituto Nazionale di Fisica Nucleare)

14:45 Predictive models for tumor classification - Carlo Mengucci Daniel Remondini (Istituto Nazionale di Fisica Nucleare) Maurizio Marrale (CT)
15:00
15:00 - 16:10
Room: Galileo Galilei (131)
Contributions

15:00 Explaining Explanation Methods: Overview and Applications - Riccardo Guidotti

15:30 Explainable ML Framework for Multi-site Harmonization - Angela Lombardi (Istituto Nazionale di Fisica Nucleare)

15:50 Explainable ML in mammography - Camilla Scapicchio Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)
16:10 Discussion, General Remarks and Conclusions - Alessandra Retico (PI)
Discussion, General Remarks and Conclusions
- Alessandra Retico (PI)
16:10 - 17:00
Room: Galileo Galilei (131)