Annual meeting January 2020
→
Europe/Rome
Galileo Galilei (131) (Pisa)
Galileo Galilei (131)
Pisa
-
- 1
-
AIM 1: Data harmonization
-
2
Uncovering the causes of site signature in MRI features of multicenter dataSpeaker: Paolo Bosco (INFN - Pisa)
-
3
An attempt to account for site effects in multicenter MRI data analysis with MLSpeaker: Francesco Laruina (P)
-
4
Data harmonization in mammography: the tissue equivalent representationSpeaker: Piernicola Oliva (University of Sassari and INFN Cagliari)
-
5
Quality, harmonization and parcellationSpeaker: Nicola Alchera (Istituto Nazionale di Fisica Nucleare)
-
2
-
AIM 2: Quantification
-
6
Status of the DORIAN initiative Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Francesco Sensi (Istituto Nazionale di Fisica Nucleare) -
11:00
Coffee break Piano interrato -2
Piano interrato -2
-
7
Update on amyloid PET: quantification, classification and clinics Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Enrico Peira (Istituto Nazionale di Fisica Nucleare) -
8
BYRON: a Deep Learning library for advanced Machine Learning Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Nico Curti -
9
Deep Learning implementation of MRF data reconstruction Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Luca Peretti -
10
Advancements in QSM data analysis Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Claudia Testa
-
6
-
AIM 3: Predictive models
-
11
Collection of the dataset for Radiomic and Dosiomic analysis in RT Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Stefano Piffer (Istituto Nazionale di Fisica Nucleare) -
12
Preliminary classification results on data from Lung RT Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Maurizio Marrale (CT) -
13
Challenges in ML analysis implementation on RT data Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Leonardo Ubaldi (Istituto Nazionale di Fisica Nucleare) -
14
Update on predictive models for CESM data Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Sabina Tangaro (BA) -
13:30
Lunch break Piano interrato -2
Piano interrato -2
-
15
Thalamic parcellation through probabilistic tractography for tcMRgFUS treatments. Preliminary results of fMRI analyses on TcMRgFUS patients Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speakers: Daniel Remondini (Istituto Nazionale di Fisica Nucleare), Giorgio Collura (CT), Maurizio Marrale (CT) -
16
CHIMERA: a network of networks in medicine Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Daniel Remondini (Istituto Nazionale di Fisica Nucleare) -
17
Predictive models for tumor classification Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speakers: Carlo Mengucci, Daniel Remondini (Istituto Nazionale di Fisica Nucleare), Maurizio Marrale (CT)
-
11
-
Hot Topics in ML: Explainability and Interpretability of ML models
-
18
Explaining Explanation Methods: Overview and ApplicationsSpeaker: Riccardo Guidotti
-
19
Explainable ML Framework for Multi-site HarmonizationSpeaker: Angela Lombardi (Istituto Nazionale di Fisica Nucleare)
-
20
Explainable ML in mammographySpeakers: Camilla Scapicchio, Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)
-
18
-
21
Discussion, General Remarks and ConclusionsSpeaker: Alessandra Retico (PI)