Constra1st PhD Summer School

EU MSCA BosomShield  Doctoral Network
28 August - 1 September 2023
Palazzo Di Toppo – Wassermann, Udine, Italy

 

Image Analysis for Biomedical Imaging

Machine Learning techniques for Pathology & Radiology Imaging

 

Programme

 

Monday 28th August, 2023

8:45-9:15

Introduction

V.Della Mea, C.Di Loreto, H.A.Rashwan

9:15-11:00

Biopsies and WSI preparation

C. Lopez, Laia Adalid

11:15-12:30

Prognostic factors in breast cancer

E. Pegolo

12:30-14:00

Lunch break

14:00-15:45

Introduction to AI in Digital Pathology: Background

I. Mlakar

16:00-18:00

Introduction to WSI Image Analysis

A. Korzynska

Tuesday 29th August, 2023

8:45-10:30

MRI for breast cancer 1

R. Moreno

10:45-12:30

Medical imaging techniques for breast cancer 1

A.Lalande

12:30-14:00

Lunch break

14:00-15:45

Medical imaging techniques for breast cancer 2

A.Lalande

16:00-18:00

Teamwork: practical activities

 

Wednesday 30th August, 2023

8:45-10:30

MRI for breast cancer 2

R. Moreno

10:45-12:30

Clinical Applications of Deep Learning: Unboxing and Distillation

H. A. Rashwan

12:30-14:00

Lunch break

14:00-15:45

Metrics for AI

K.Roitero

16:00-18:00

Teamwork: practical activities

 

16:00-18:00

Supervisors Board Meeting

 

Thursday 31st August, 2023

8:45-10:30

Scientific dissemination: bibliometrics and altmetrics

V.Della Mea

10:45-12:30

Hyperparameter tuning techniques

L.Di Gaspero

12:30-14:00

Lunch break

14:00-15:00

Integrated visualization of biomedical images

A.Poli, T.Pace

15:15-17:00

Teamwork: practical activities

 

17:00-18:00

Meetings with co-supervisors and career mentors (room T1)

 

Friday 1st September, 2023

8:45-10:30

Federated Learning

Z. Haddi

10:45-12:30

Privacy preserving ML-based models

A.Blanco

12:30-14:00

Lunch break

14:00-15:30

Presentation of teamwork

 

15:30-15:45

Final remarks

V.Della Mea, C.Di Loreto




Dept. Of Mathematics, Computer Science & Physics


 

 

Faculty

 

Laia Adalid - Pere Virgili Institute for Health Research, Tarragona, Spain

Vincenzo Della Mea - University of Udine, Italy

Luca Di Gaspero - University of Udine, Italy

Carla Di Loreto - Azienda Ospedaliero-Universitaria, Udine, Italy

Alberto Blanco - Universitat Rovira i Virgili, Tarragona, Spain

Zouhair Haddi - NVISION Systems and Technologies SL, Barcelona, Spain

Anna Korzynska - Nalecz Institute of Biocybernetics and Biomedical Engineering, Warszawa, Poland  

Alain Lalande - Université Bourgogne Franche-Comté, Bourgogne, France

Carlos Lopez - Pere Virgili Institute for Health Research, Tarragona, Spain

Izidor Mlakar - University of Maribor, Maribor, Slovenia

Rodrigo Moreno - Royal Institute of Technology, Stockholm, Sweden

Teresa Pace - O3 Enterprise, Trieste, Italy

Enrico Pegolo - Azienda Ospedaliero-Universitaria, Udine, Italy

Andrea Poli - O3 Enterprise, Trieste, Italy

Domenec Puig - Universitat Rovira i Virgili, Tarragona, Spain

Hatem A. Rashwan - Universitat Rovira i Virgili, Tarragona, Spain

Kevin Roitero - University of Udine, Italy

 

 

Venue

 

Room T5

Scuola Superiore Universitaria Di Toppo – Wassermann

Via Gemona 92, Udine, Italy

 

 

Organization

 

EU MSCA BosomShield  Doctoral Network,
HORIZON-MSCA-2021-DN-01-01 grant number 101073222

https://bosomshield.eu

 

Local Organizers

 

Vincenzo Della Mea
Medical Informatics, Telemedicine & e-Health Lab (MITEL)
, Dept. of Mathematics, Computer Science and Physics, University of Udine, Italy

http://mitel.dimi.uniud.it

 

Carla Di Loreto

Institute of Pathology, Azienda Sanitaria Universitaria Friuli Centrale (ASUFC), Udine, Italy


PhD Course in Computer Science & Artificial Intelligence
Dept. of Mathematics, Computer Science and Physics, University of Udine, Italy