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Medical Imaging Summer School 2016

31 July - 6 Aug 2016 Favignana, Sicily


Medical Imaging meets Machine Learning


Endorsed by MICCAI Society
Sponsored-Endorsered by GIRPR , Siemens , Brainlab ,Zebra Medical Vision and Menarini


See pictures of last edition: Set1 - Set2

NEWS


PROGRAMME

Sunday 31 July 2016

Morning and Afternoon

Transfer from Palermo Airport to School Location

17:00

Transfer from Trapani Airport to School Location

18:00

Welcome (with finger food, drinks) at Florio Palace (map)

20:00

Accompaniment to the accommodation (performed by Elyos Agency)

20:30

Monday 01 August 2016

Morning

Registration at the Conference Center - Stabilimento Florio(map)

08:00 - 08:30

Opening and Overview

08:30 - 09:00

Julia Schnabel
Whistle Stop Tour Through Medical Imaging, Machine Learning (and all that)

09:00 - 09:30

Alison Noble
Popular Classics in Machine Learning for Medical Imaging

09:30 - 10:45

Coffee break

10:45 - 11:15

Carsten Rother
Introduction to graphical models

11:15 - 12:30

Carsten Rother
Graphical models in biomedical imaging

12:30 - 13:30

Afternoon

Sandy Wells
A Graphical Introduction to Probabilistic Graphical Models

16:00 - 17:15

Coffee break

17:15 - 17:45

Ben Glocker
Random Forests and their applications in medical imaging

17:45 - 19:15

Reading Group - Introduction

19:15 - 20:00

Tuesday 02 August 2016

Morning

Nicholas Ayache
The role of anatomical and physiological models in Medical Imaging Computing

08:30 - 09:30

Nicholas Ayache
Biophysical simulation of medical images with pathologies for Machine Learning

09:30 - 10:30

Coffee break

10:30 - 11:00

Marleen de Bruijne
Learning imaging biomarkers: challenges and pitfalls

11:00 - 12:15

Marleen de Bruijne
Learning from weak labels

12:15 - 13:15

Lunch Time & Reading Groups

13:15 - 15:00

Afternoon

Student Poster Session 1

17:00 - 18:15

Break with local finger food and wine tasting

18:15 - 18:45

Student Poster Session 2

18:45 - 20:00

Wednesday 03 August 2016

Morning

Ben Glocker
Solving continuous problems with discrete optimization: Tracking and Registration with Markov Random Fields

08:30 - 09:45

Sandy Wells
Excellent Magic: A multi-perspective introduction to the EM algorithm

09:45 - 10:30

Coffee break

10:30 - 11:00

Sandy Wells
Real Slow Registration: Exploratory Work on Uncertainty in Registration with MCMC

11:00 - 12:00

Alison Noble
Learning to interpret Ultrasound Imaging

12:00 - 13:30

Lunch Time & Reading Groups

13:30 - 15:00

Afternoon

Free Time to Study - Networking

15:00

Thursday 04 August 2016

Morning

Daniel Rueckert
Manifold learning, dictionary learning & sparsity

08:30 - 09:30

Daniel Rueckert
Machine learning for segmentation and reconstruction

09:30 - 10:30

Coffee break

10:30 - 11:00

Max Welling
Approximate Bayesian Posterior Inference for Big Data

11:00 - 12:15

Raquel Urtasun
Introduction to Convolutional Neural Networks

12:15 - 13:30

Lunch Time & Reading Groups

13:30 - 15:00

Afternoon

Ben Glocker
Deep Learning for Brain Lesion Segmentation

16:00 - 17:00

Coffee break

17:00 - 17:30

Andrea Vedaldi
Advanced Convolutional Neural Networks

17:30 - 18:45

Evening-Night

Guided tour of the Ex Stabilimento Florio (map)

19:00 - 21:00

Buffet Dinner with Dance Music at the Hotel Tempo di Mare

21:00

Friday 05 August 2016

Morning

Raquel Urtasun
Learning Deep Structured Models

08:30 - 09:30

Andrea Vedaldi
Understanding CNNs using visualisation and transformation analysis

09:30 - 10:30

Coffee break

10:30 - 11:00

Max Welling
A Unifying Framework for Deep Learning, Graphical Models and Bayesian Estimation

11:00 - 12:15

Wrap up & Presentation prizes

12:15 - 13:30

Lunch Time & Reading Groups

13:30 - 15:00

Afternoon

Free Time to study, to do networking, to swim and to explore Favignana Island

15:00

Evening-Night

Good Bye Meeting (with finger food, drinks and local wine) at Florio Palace

21:30

Saturday 06 August 2016


SCHOOL BUS DEPARTURE FROM


TO

DEPARTURE TIME

ARRIVAL TIME
Favignana Harbor Palermo Airport 8:00 11:30
Favignana Harbor Trapani Airport 8:00 10:30

For more information, send an email to: icvss@dmi.unict.it