Annual meeting January 2020
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Europe/Rome
Galileo Galilei (131) (Pisa)
Galileo Galilei (131)
Pisa
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- 09:30 → 09:45
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09:45
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10:45
AIM 1: Data harmonization
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09:45
Uncovering the causes of site signature in MRI features of multicenter data 15mSpeaker: Paolo Bosco (INFN - Pisa)
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10:00
An attempt to account for site effects in multicenter MRI data analysis with ML 15mSpeaker: Francesco Laruina (P)
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10:15
Data harmonization in mammography: the tissue equivalent representation 15mSpeaker: Piernicola Oliva (University of Sassari and INFN Cagliari)
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10:30
Quality, harmonization and parcellation 15mSpeaker: Nicola Alchera (Istituto Nazionale di Fisica Nucleare)
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09:45
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10:45
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12:45
AIM 2: Quantification
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10:45
Status of the DORIAN initiative 15m Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Francesco Sensi (Istituto Nazionale di Fisica Nucleare) -
11:00
Coffee break 30m Piano interrato -2
Piano interrato -2
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11:30
Update on amyloid PET: quantification, classification and clinics 15m Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Enrico Peira (Istituto Nazionale di Fisica Nucleare) -
11:45
BYRON: a Deep Learning library for advanced Machine Learning 15m Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Nico Curti -
12:00
Deep Learning implementation of MRF data reconstruction 15m Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Luca Peretti -
12:15
Advancements in QSM data analysis 15m Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Claudia Testa
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10:45
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12:30
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15:00
AIM 3: Predictive models
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12:30
Collection of the dataset for Radiomic and Dosiomic analysis in RT 15m Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Stefano Piffer (Istituto Nazionale di Fisica Nucleare) -
12:45
Preliminary classification results on data from Lung RT 15m Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Maurizio Marrale (CT) -
13:00
Challenges in ML analysis implementation on RT data 15m Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Leonardo Ubaldi (Istituto Nazionale di Fisica Nucleare) -
13:15
Update on predictive models for CESM data 15m Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Sabina Tangaro (BA) -
13:30
Lunch break 45m Piano interrato -2
Piano interrato -2
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14:15
Thalamic parcellation through probabilistic tractography for tcMRgFUS treatments. Preliminary results of fMRI analyses on TcMRgFUS patients 15m Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speakers: Daniel Remondini (Istituto Nazionale di Fisica Nucleare), Giorgio Collura (CT), Maurizio Marrale (CT) -
14:30
CHIMERA: a network of networks in medicine 15m Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speaker: Daniel Remondini (Istituto Nazionale di Fisica Nucleare) -
14:45
Predictive models for tumor classification 15m Galileo Galilei (131)
Galileo Galilei (131)
Pisa
Speakers: Carlo Mengucci, Daniel Remondini (Istituto Nazionale di Fisica Nucleare), Maurizio Marrale (CT)
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12:30
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15:00
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16:10
Hot Topics in ML: Explainability and Interpretability of ML models
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15:00
Explaining Explanation Methods: Overview and Applications 30mSpeaker: Riccardo Guidotti
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15:30
Explainable ML Framework for Multi-site Harmonization 20mSpeaker: Angela Lombardi (Istituto Nazionale di Fisica Nucleare)
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15:50
Explainable ML in mammography 20mSpeakers: Camilla Scapicchio, Francesca Lizzi (Istituto Nazionale di Fisica Nucleare)
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15:00
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16:10
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17:00
Discussion, General Remarks and Conclusions 50mSpeaker: Alessandra Retico (PI)